Diagram generation: ref-arch-driven procedure + spec validator + KB enrichment

The diagram path now follows a documented standard procedure (lookup
the closest Oracle Architecture Center reference → confirm components
→ author absolute_layout → spec validator → render → visually verify)
and ships persistent guardrails so layout regressions can't recur.

Persistent procedure changes (apply to all users, all sessions):
- tools/diagram_spec_validator.py — geometry checks (CONTAINER_TOO_THIN,
  CONTAINER_PADDING_VIOLATION, LABEL_OVERFLOW_PARENT) run BEFORE either
  renderer (drawio + PPTX). Catches the subnet-collapse / label-overflow
  bugs that the post-render drawio validator missed.
- tools/oci_diagram_gen.py + tools/oci_pptx_diagram_gen.py — call the
  spec validator before emitting any output. Adds mysql / mysql_heatwave
  type aliases.
- tools/archcenter_pattern_lookup.py — scores against cached page
  descriptions (not just the 1-line summary), supports --queries for
  multi-fragment composition, and applies synonym expansion via
  kb/architecture-center/synonyms.yaml so "LB HA cross AD" matches
  "load balancer high availability availability domain".
- kb/architecture-center/synonyms.yaml — canonical synonym table
  (load balancer, autonomous database, data guard, …) used by the
  lookup scorer.

KB enrichment:
- tools/archcenter_description_fetcher.py + 121 cached _description.md
  under kb/diagram/assets/archcenter-refs/<slug>/. Removes the runtime
  dependency on docs.oracle.com when authoring specs and feeds the
  pattern-lookup scorer.
- 110+ cached .drawio / .svg / .png references for offline reuse,
  plus the OCI Toolkit v24.2 import (kb/diagram/assets/oci-toolkit-drawio).

Documentation:
- docs/skill/output-formats.md — new "Standard diagram-generation
  procedure (MANDATORY)" + geometry rules + the new validator entry.
- SKILL.md option 2 — references the mandatory procedure.
- README.md — describes the spec validator, archcenter_pattern_lookup
  and description fetcher, and updates the KB-health table.

Tooling that backs the procedure (cumulative across recent sessions):
tools/archcenter_case_runner.py, archcenter_batch_driver.py,
archcenter_zip_downloader.py, drawio_visual_validator.py,
drawio_fidelity_eval.py, harvest_drawio_icon.py, import_oci_library.py,
oci_pptx_diagram_gen.py, oci_pptx_render.py, refresh_pptx_icon_index.py.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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<ol class="breadcrumb" vocab="http://schema.org/" typeof="BreadcrumbList">
<li property="itemListElement" typeof="ListItem"><a href="index.html" property="item" typeof="WebPage"><span property="name">Deploy Active Data Guard Far Sync to protect data across Oracle Database@Azure regions</span></a></li>
<li class="active" property="itemListElement" typeof="ListItem">Learn about Deploying Active Data Guard Far Sync</li>
</ol>
<a id="GUID-D17BA324-11FB-488B-976A-24D25CDFD6BB" name="GUID-D17BA324-11FB-488B-976A-24D25CDFD6BB"></a>
<h2 id="IAIGF-GUID-D17BA324-11FB-488B-976A-24D25CDFD6BB" class="sect2">Learn about Deploying <span>Active Data Guard Far Sync</span></h2>
</header>
<div class="ind">
<div>
<p><span>Oracle Database@Azure</span> enables you to run your mission-critical Oracle databases using <span>Oracle Exadata Database Service on Dedicated
Infrastructure</span> in <span>Microsoft Azure</span>'s data center.
</p>
<p>Take advantage of the built-in high availability, performance, and
scalability of <span>Oracle Exadata Database
Service</span> and <span>Oracle Real Application Clusters (Oracle
RAC)</span> while benefiting from low latency for <span>Azure</span> applications.
</p>
<p>Extending the architecture with a standby database hosted on another Exadata
virtual machine (VM) cluster provides disaster recovery (DR) protection against database
and cluster failures. Placing the standby in a different <span>Azure</span> availability zone (AZ) further enhances the solution, ensuring protection against an
entire AZ failure. For comprehensive regional disaster recovery, the standby database
should be deployed in a separate region.
</p>
<p><span>Oracle Data Guard</span> enables you to synchronously transport the redo to the standby database to ensure
zero data loss. However, when the standby database is geographically too far, the
latency increases, impacting the commit response time and the transaction throughput at
the primary database. <span>Active Data Guard Far Sync</span> can ensure zero data loss at any distance with minimal impact on the primary database
performance. Far Sync, a lightweight instance, provides synchronous redo protection and
zero data loss fail over without requiring a synchronous local standby database.
</p>
</div>
<div class="sect2"><a id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2" name="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2"></a><h3 id="IAIGF-GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2" class="sect3">Architecture</h3>
<div>
<p>This reference architecture shows a cross-region disaster recovery with <span>Active Data Guard</span>.
</p>
<p>Two <span>Active Data Guard</span> far sync instances are created in the corresponding <span>Oracle Cloud
Infrastructure</span> (OCI) regions. The primary database in Toronto sends the redo data in SYNC mode to
the local far sync instance in Toronto, which forwards the redo data in ASYNC mode to
the standby database in the remote Sydney region.
</p>
<p>After a role switch and the database in Sydney becomes the primary, it sends
the redo data in SYNC mode to its local far sync instance in Sydney, which forwards the
redo data in ASYNC mode to the standby database in the remote Toronto region.</p>
<p>The <span>Oracle Exadata Database
Service</span> on the <span>Oracle Database@Azure</span> network is connected to the Exadata client subnet using a dynamic routing gateway
(DRG) managed by Oracle. A DRG is also required to create a peer connection between VCNs
in different regions. Because only one DRG is allowed per VCN in OCI, a second VCN with
its own DRG is required to connect the primary and standby VCNs in each region.
</p>
<p>The application is replicated across regions to access the database in the same region
and achieve the lowest latency and highest performance.</p>
<p>The following diagram illustrates this reference architecture.</p><br><div class="imageleft"><img class="imageleft" id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__IMAGE_OPD_T33_C2C" height="977" width="1256" src="img/active-data-guard-far-sync-dba.png" alt="Description of active-data-guard-far-sync-dba.png follows" title="Description of active-data-guard-far-sync-dba.png follows" longdesc="img_text/active-data-guard-far-sync-dba.html"><br><a href="img_text/active-data-guard-far-sync-dba.html">Description of the illustration active-data-guard-far-sync-dba.png</a></div><br><p><a href="img/active-data-guard-far-sync-dba-oracle.zip" class="de-download">active-data-guard-far-sync-dba-oracle.zip</a></p>
<p><span>Microsoft Azure</span> provides the following components:
</p>
<ul style="list-style-type: disc;" id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__UL_HZN_W33_C2C">
<li><span class="bold">Azure Region</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d5e198">An <span>Azure</span> region is a geographical area in which one or more
physical <span>Azure</span> data centers, called availability zones, reside. Regions
are independent of other regions, and vast distances can
separate them (across countries or even continents).
</p>
<p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d5e205"><span>Azure</span> and OCI regions are localized geographic areas. For <span>Oracle Database@Azure</span>, an <span>Azure</span> region is connected to an OCI region, with availability
zones (AZs) in <span>Azure</span> connected to availability domains (ADs) in OCI. <span>Azure</span> and OCI region pairs are selected to minimize distance
and
latency.
</p>
</li>
<li><span class="bold">Azure VNet</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d5e267">Microsoft Azure Virtual Network (VNet) is
the fundamental building block for your private network in
Azure. VNet enables many types of Azure resources, such as
Azure virtual machines (VM), to securely communicate with
each other, the internet, and on-premises networks.</p>
</li>
<li><span class="bold">Azure Delegated Subnet</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d5e280">Subnet delegation is
Microsoft's ability to inject a managed service,
specifically a platform-as-a-service (PaaS) service,
directly into your virtual network. This allows you to
designate or delegate a subnet to be a home for an external
managed service inside of your virtual network, such that
external service acts as a virtual network resource, even
though it is an external PaaS service.</p>
</li>
<li><span class="bold">Azure VNIC</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d5e273">The services in Azure
data centers have physical network interface cards (NICs).
Virtual machine instances communicate using virtual NICs
(VNICs) associated with the physical NICs. Each instance has
a primary VNIC that's automatically created and attached
during launch and is available during the instance's
lifetime.</p>
</li>
</ul>
<p><span>Oracle Cloud
Infrastructure</span> provides the following components:
</p>
<ul style="list-style-type: disc;" id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__UL_FMY_1J3_C2C">
<li><span class="bold">Region</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e1136">An <span>Oracle Cloud
Infrastructure</span> region is a localized geographic area that contains one or more data centers, called availability domains. Regions are independent of other regions, and vast distances can separate them (across countries or even continents).
</p>
</li>
<li><span class="bold">Virtual cloud network (VCN) and subnet</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e1268">A VCN is a customizable, software-defined network that you set up in an <span>Oracle Cloud
Infrastructure</span> region. Like traditional data center networks, VCNs give you control over your network environment. A VCN can have multiple non-overlapping CIDR blocks that you can change after you create the VCN. You can segment a VCN into subnets, which can be scoped to a region or to an availability domain. Each subnet consists of a contiguous range of addresses that don't overlap with the other subnets in the VCN. You can change the size of a subnet after creation. A subnet can be public or private.
</p>
</li>
<li><span class="bold">Route table</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e1159">Virtual route tables contain rules to route traffic from subnets to destinations outside a VCN, typically through gateways.</p>
</li>
<li><span class="bold">Security list</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e1165">For each subnet, you can create security rules that specify the source, destination, and type of traffic that must be allowed in and out of the subnet.</p>
</li>
<li><span class="bold">Dynamic routing gateway (DRG)</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e437">The DRG is a virtual router that provides a path for private network traffic between VCNs in the same region, between a VCN and a network outside the region, such as a VCN in another <span>Oracle Cloud
Infrastructure</span> region, an on-premises network, or a network in another cloud provider.
</p>
</li>
<li><span class="bold">Local peering gateway (LPG)</span><p>An LPG enables you to peer one VCN with another
VCN in the same region. Peering means the VCNs communicate using private IP
addresses, without the traffic traversing the internet or routing through your
on-premises network.</p>
</li>
<li><span class="bold">Data Guard</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e285"><span>Oracle Data Guard</span> and Oracle Active Data Guard provide a comprehensive set of services that create, maintain, manage, and monitor one or more standby databases and that enable production Oracle databases to remain available without interruption. <span>Oracle Data Guard</span> maintains these standby databases as copies of the production database by using in-memory replication. If the production database becomes unavailable due to a planned or an unplanned outage, <span>Oracle Data Guard</span> can switch any standby database to the production role, minimizing the downtime associated with the outage. Oracle Active Data Guard provides the additional ability to offload read-mostly workloads to standby databases and also provides advanced data protection features.
</p>
</li>
<li><span class="bold"><span>Active Data Guard Far Sync</span></span><p>Oracle <span>Active Data Guard Far Sync</span> is a lightweight Oracle database instance that receives redo data
synchronously from the primary database and forwards it asynchronously to one or
more standby databases. It ensures zero data loss at any distance with minimal
impact on the primary database performance and without requiring a local
synchronous standby database.
</p>
</li>
<li><span class="bold">Exadata Database Service on Dedicated Infrastructure</span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e499"><span>Oracle Exadata Database Service on Dedicated
Infrastructure</span> enables you to leverage the power of Exadata in
the cloud. <span>Oracle Exadata Database
Service</span> delivers proven <span>Oracle Database</span> capabilities on purpose-built, optimized Oracle
Exadata infrastructure in the public cloud.
Built-in cloud automation, elastic resource
scaling, security, and fast performance for all
<span>Oracle Database</span> workloads helps you simplify management and
reduce costs.
</p>
</li>
<li><span class="bold"><span>Oracle Database@Azure</span></span><p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e918"><span>Oracle Database@Azure</span> is the Oracle Database service (<span>Oracle Exadata Database Service on Dedicated
Infrastructure</span> and <span>Oracle Autonomous Database Serverless</span>) running on <span>Oracle Cloud
Infrastructure</span> (OCI), deployed in Microsoft Azure data centers. The service offers features and price parity with OCI. Purchase the service on Azure Marketplace.
</p>
<p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e927"><span>Oracle Database@Azure</span> integrates <span>Oracle Exadata Database
Service</span>, <span>Oracle Real Application Clusters (Oracle
RAC)</span>, and <span>Oracle Data Guard</span> technologies into the Azure platform. Users manage the service on the Azure console and with Azure automation tools. The service is deployed in Azure Virtual Network (VNet) and integrated with the Azure identity and access management system. The OCI and <span>Oracle Database</span> generic metrics and audit logs are natively available in Azure. The service requires users to have an Azure subscription and an OCI tenancy.
</p>
<p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e938"><span>Autonomous Database</span> is built on Oracle Exadata infrastructure, is self-managing, self-securing, and self-repairing, helping eliminate manual database management and human errors. <span>Autonomous Database</span> enables development of scalable AI-powered apps with any data using built-in AI capabilities using your choice of large language model (LLM) and deployment location.
</p>
<p id="GUID-48F0D8A9-06D6-411A-AF04-2867963E98D2__d204e943">Both <span>Oracle Exadata Database
Service</span> and <span>Oracle Autonomous Database Serverless</span> are easily provisioned through the native Azure Portal, enabling access to the broader Azure ecosystem.
</p>
</li>
</ul>
</div>
</div>
<div class="sect2"><a id="GUID-DC67E72F-8C19-4792-9AFF-DE6DDBC968B8" name="GUID-DC67E72F-8C19-4792-9AFF-DE6DDBC968B8"></a><h3 id="IAIGF-GUID-DC67E72F-8C19-4792-9AFF-DE6DDBC968B8" class="sect3">Recommendations</h3>
<div>
<div><span>Use the following recommendations as a starting point.
</span>Your requirements might differ from the architecture described here.
</div>
<ul style="list-style-type: disc;" id="GUID-DC67E72F-8C19-4792-9AFF-DE6DDBC968B8__UL_FWK_JBG_RKB">
<li>The far sync instance should be far enough from the primary database to
ensure it cant be affected by the same failure or disaster but close enough to
minimize the network latency.</li>
<li>Create two far sync instances per region for high availability. Without
an alternate far sync instance, or if all far sync instances in the primary region
are unavailable, the <span>Oracle Data Guard</span> redo transport will be directly shipped to the standby database in ASYNC mode,
affecting the zero data loss protection, and, depending on the configuration and
distance, it might result in transport lag further impacting RPO.
</li>
<li>As the storage performance of the far sync instance is critical, the
IOPS capacity should be adequate to support the workload. The far sync instance's
storage should have an IOPS performance equal to or better than the primary
database's online redo logs storage.</li>
<li>Use <span>Oracle Data Guard</span> across regions for the databases provisioned in the Exadata VM cluster on <span>Oracle Database@Azure</span> by using an OCI Managed network.
</li>
</ul>
</div>
</div>
<div class="sect2"><a id="GUID-BE8EBF3A-9557-4952-B79B-35AABA5ED0D7" name="GUID-BE8EBF3A-9557-4952-B79B-35AABA5ED0D7"></a><h3 id="IAIGF-GUID-BE8EBF3A-9557-4952-B79B-35AABA5ED0D7" class="sect3">Considerations for Cross-Regional
Disaster Recovery</h3>
<div>
<p>When performing cross-regional disaster recovery for <span>Oracle Exadata Database
Service</span> on <span>Oracle Database@Azure</span>, consider the following.
</p>
<ul style="list-style-type: disc;" id="GUID-BE8EBF3A-9557-4952-B79B-35AABA5ED0D7__UL_AVT_VJ3_C2C">
<li><span>Oracle Cloud
Infrastructure</span> is the preferred network for achieving better performance, measured by latency
and throughput, and for reducing costs, as the first 10 TB/Month are free.
</li>
<li>Far sync is a lightweight instance. However, disk performance is
critical as far sync writes the received redo to disk before acknowledging back to
the primary, which might impact the application performance.</li>
<li>The network performance of the far sync instance is critical for heavy
workloads.</li>
<li>With multiple standby databases and far sync instances, the
configuration might get more complicated. Use the <span>Active Data Guard</span> broker RedoRoutes property to simplify the definition of how redo is transported
to the various destinations.
</li>
<li>Using far sync requires the <span>Active Data Guard</span> option.
</li>
</ul>
</div>
</div>
</div>
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<p class="legal">Deploy Active Data Guard Far Sync to protect data across Oracle Database@Azure regions</p>
<p class="legal">G24005-02</p>
<p class="date legal">February 2025</p>
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# Deploy Active Data Guard Far Sync to protect data across Oracle Database@Azure regions
- Source: https://docs.oracle.com/en/solutions/active-data-guard-far-sync-oracle-db-at-azure/index.html
- Date: 2025-02
- Type: reference-architecture
- Services: exacs, adg, azure
- Tags: database, multicloud, azure, ha-dr
## Summary (catalog)
Far Sync instance for zero data loss protection across Azure regions. Synchronous redo transport to Far Sync, async to remote standby. Eliminates performance impact of synchronous shipping over long distances.
## Architecture (fetched from source)
Architecture
This reference architecture shows a cross-region disaster recovery with Active Data Guard .
Two Active Data Guard far sync instances are created in the corresponding Oracle Cloud
Infrastructure (OCI) regions. The primary database in Toronto sends the redo data in SYNC mode to
the local far sync instance in Toronto, which forwards the redo data in ASYNC mode to
the standby database in the remote Sydney region.
After a role switch and the database in Sydney becomes the primary, it sends
the redo data in SYNC mode to its local far sync instance in Sydney, which forwards the
redo data in ASYNC mode to the standby database in the remote Toronto region.
The Oracle Exadata Database
Service on the Oracle Database@Azure network is connected to the Exadata client subnet using a dynamic routing gateway
(DRG) managed by Oracle. A DRG is also required to create a peer connection between VCNs
in different regions. Because only one DRG is allowed per VCN in OCI, a second VCN with
its own DRG is required to connect the primary and standby VCNs in each region.
The application is replicated across regions to access the database in the same region
and achieve the lowest latency and highest performance.
The following diagram illustrates this reference architecture.
Description of the illustration active-data-guard-far-sync-dba.png
active-data-guard-far-sync-dba-oracle.zip
Microsoft Azure provides the following components:
- Azure Region
An Azure region is a geographical area in which one or more
physical Azure data centers, called availability zones, reside. Regions
are independent of other regions, and vast distances can
separate them (across countries or even continents).
Azure and OCI regions are localized geographic areas. For Oracle Database@Azure , an Azure region is connected to an OCI region, with availability
zones (AZs) in Azure connected to availability domains (ADs) in OCI. Azure and OCI region pairs are selected to minimize distance
and
latency.
- Azure VNet
Microsoft Azure Virtual Network (VNet) is
the fundamental building block for your private network in
Azure. VNet enables many types of Azure resources, such as
Azure virtual machines (VM), to securely communicate with
each other, the internet, and on-premises networks.
- Azure Delegated Subnet
Subnet delegation is
Microsoft's ability to inject a managed service,
specifically a platform-as-a-service (PaaS) service,
directly into your virtual network. This allows you to
designate or delegate a subnet to be a home for an external
managed service inside of your virtual network, such that
external service acts as a virtual network resource, even
though it is an external PaaS service.
- Azure VNIC
The services in Azure
data centers have physical network interface cards (NICs).
Virtual machine instances communicate using virtual NICs
(VNICs) associated with the physical NICs. Each instance has
a primary VNIC that's automatically created and attached
during launch and is available during the instance's
lifetime.
Oracle Cloud
Infrastructure provides the following components:
- Region
An Oracle Cloud
Infrastructure region is a localized geographic area that contains one or more data centers, called availability domains. Regions are independent of other regions, and vast distances can separate them (across countries or even continents).
- Virtual cloud network (VCN) and subnet
A VCN is a customizable, software-defined network that you set up in an Oracle Cloud
Infrastructure region. Like traditional data center networks, VCNs give you control over your network environment. A VCN can have multiple non-overlapping CIDR blocks that you can change after you create the VCN. You can segment a VCN into subnets, which can be scoped to a region or to an availability domain. Each subnet consists of a contiguous range of addresses that don't overlap with the other subnets in the VCN. You can change the size of a subnet after creation. A subnet can be public or private.
- Route table
Virtual route tables contain rules to route traffic from subnets to destinations outside a VCN, typically through gateways.
- Security list
For each subnet, you can create security rules that specify the source, destination, and type of traffic that must be allowed in and out of the subnet.
- Dynamic routing gateway (DRG)
The DRG is a virtual router that provides a path for private network traffic between VCNs in the same region, between a VCN and a network outside the region, such as a VCN in another Oracle Cloud
Infrastructure region, an on-premises network, or a network in another cloud provider.
- Local peering gateway (LPG)
An LPG enables you to peer one VCN with another
VCN in the same region. Peering means the VCNs communicate using private IP
addresses, without the traffic traversing the internet or routing through your
on-premises network.
- Data Guard
Oracle Data Guard and Oracle Active Data Guard provide a comprehensive set of services that create, maintain, manage, and monitor one or more standby databases and that enable production Oracle databases to remain available without interruption. Oracle Data Guard maintains these standby databases as copies of the production database by using in-memory replication. If the production database becomes unavailable due to a planned or an unplanned outage, Oracle Data Guard can switch any standby database to the production role, minimizing the downtime associated with the outage. Oracle Active Data Guard provides the additional ability to offload read-mostly workloads to standby databases and also provides advanced data protection features.
- Active Data Guard Far Sync
Oracle Active Data Guard Far Sync is a lightweight Oracle database instance that receives redo data
synchronously from the primary database and forwards it asynchronously to one or
more standby databases. It ensures zero data loss at any distance with minimal
impact on the primary database performance and without requiring a local
synchronous standby database.
- Exadata Database Service on Dedicated Infrastructure
Oracle Exadata Database Service on Dedicated
Infrastructure enables you to leverage the power of Exadata in
the cloud. Oracle Exadata Database
Service delivers proven Oracle Database capabilities on purpose-built, optimized Oracle
Exadata infrastructure in the public cloud.
Built-in cloud automation, elastic resource
scaling, security, and fast performance for all
Oracle Database workloads helps you simplify management and
reduce costs.
- Oracle Database@Azure
Oracle Database@Azure is the Oracle Database service ( Oracle Exadata Database Service on Dedicated
Infrastructure and Oracle Autonomous Database Serverless ) running on Oracle Cloud
Infrastructure (OCI), deployed in Microsoft Azure data centers. The service offers features and price parity with OCI. Purchase the service on Azure Marketplace.
Oracle Database@Azure integrates Oracle Exadata Database
Service , Oracle Real Application Clusters (Oracle
RAC) , and Oracle Data Guard technologies into the Azure platform. Users manage the service on the Azure console and with Azure automation tools. The service is deployed in Azure Virtual Network (VNet) and integrated with the Azure identity and access management system. The OCI and Oracle Database generic metrics and audit logs are natively available in Azure. The service requires users to have an Azure subscription and an OCI tenancy.
Autonomous Database is built on Oracle Exadata infrastructure, is self-managing, self-securing, and self-repairing, helping eliminate manual database management and human errors. Autonomous Database enables development of scalable AI-powered apps with any data using built-in AI capabilities using your choice of large language model (LLM) and deploymen

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The diagram you downloaded is available in these formats:
- DRAWIO
- SVG
You can customize them for your organization using the associated tools:
- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

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<li property="itemListElement" typeof="ListItem"><a href="index.html" property="item" typeof="WebPage"><span property="name">Deploy Autonomous Database on Oracle Database@Azure</span></a></li>
<li class="active" property="itemListElement" typeof="ListItem">Deploy Oracle Autonomous Database on Oracle Database@Azure</li>
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<a id="GUID-23EC4595-5EC2-4599-B574-1998B3409D9E" name="GUID-23EC4595-5EC2-4599-B574-1998B3409D9E"></a>
<h2 id="DADZD-GUID-23EC4595-5EC2-4599-B574-1998B3409D9E" class="sect2">Deploy <span>Oracle Autonomous Database</span> on <span>Oracle Database@Azure</span></h2>
</header>
<div class="ind">
<div>
<p>Provision <span>Oracle Autonomous Database</span> as a highly resilient data store for a micro-services application deployed within a
multi-availability zone Microsoft Azure region.
</p>
<p>Oracle databases provide enterprise-level business continuity by layering
core building blocks like Exadata, <span>Oracle Real Application Clusters (Oracle
RAC)</span>, <span>Data Guard</span>, and Oracle Application Continuity together. To date, these core building blocks
could be configured manually in on-premises environments, semi-manually on <span>Oracle Cloud
Infrastructure</span> (OCI) using the <span>Oracle Exadata Database
Service</span>, or be fully automated using the <span>Oracle Autonomous Database</span> service. The fully managed <span>Oracle Autonomous Database</span> service is now available in an increasing number of <span>Microsoft Azure</span> regions across the globe.
</p>
<p>Many <span>Azure</span> cloud regions provide multiple available zones (AZs) to help maximize business
continuity. These availability zones are unique physical locations that help protect
applications and data from data center failures.
</p>
</div>
<div class="sect2"><a id="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B" name="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B"></a><h3 id="DADZD-GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B" class="sect3">Architecture</h3>
<div>
<p>This reference architecture describes some best practices for deploying <span>Oracle Autonomous Database</span> in a <span>Microsoft Azure</span> multi-availability zone (AZ) region.
</p>
<p>Business continuity practices and high availability topologies should always be
considered when designing mission-critical database applications. The architecture below
shows a containerized application using <span>Azure Kubernetes Service</span> (AKS). The container images are stored in the <span>Azure</span> container registry. Users access the application externally through a public load
balancer. Since <span>Oracle Autonomous Database</span> is a PaaS service, there is no administrative control over into which AZ the
Autonomous Database will be provisioned. However, in the unlikely event of an <span>Azure</span> AZ failure, Oracle ensures that a local Autonomous Data Guard standby is always
deployed in a different AZ (data center) from its primary.
</p>
<div class="infoboxnote" id="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B__GUID-5DE78187-7A03-49B7-9852-39A506FFC5C2">
<p class="notep1">Note:</p>If application-to-database-availability-zone affinity is required, Autonomous Database
provides a user queryable database view to determine its AZ placement. Once the AZ of
the Autonomous Database is determined, networking can be aligned as appropriate.
</div>
<p>In the diagram below, the application virtual network (VNet) connects to the database
VNet in availability zone 1 (AZ1) using VNet peering. The AKS-hosted application
accesses the database via a private endpoint that connects to the <span>Oracle Database@Azure</span> delegated subnet. If multi-AZ business continuity is required, Autonomous Data Guard
can optionally be enabled, in which case, it is availability zone 2 (AZ2). Autonomous
Data Guard keeps the primary database and local standby in sync and automatically fails
over in the case of a primary AZ outage. Oracle-managed automatic backups are always
enabled by default.
</p>
<p>The following diagram illustrates this reference architecture.</p><br><div class="imageleft"><img class="imageleft" id="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B__IMAGE_ZJD_5XF_LCC" height="576" width="1168" src="img/autonomous-database-db-azure-diagram.png" alt="Description of autonomous-database-db-azure-diagram.png follows" title="Description of autonomous-database-db-azure-diagram.png follows" longdesc="img_text/autonomous-database-db-azure-diagram.html"><br><a href="img_text/autonomous-database-db-azure-diagram.html">Description of the illustration autonomous-database-db-azure-diagram.png</a></div><br><p><a href="img/autonomous-database-db-azure-diagram-oracle.zip" class="de-download">autonomous-database-db-azure-diagram-oracle.zip</a></p>
<p>The architecture has the following components:</p>
<ul style="list-style-type: disc;" id="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B__UL_QDH_4LM_CKB">
<li><span class="bold">Region</span><p>An <span>Oracle Cloud
Infrastructure</span> region is a localized geographic area that
contains one or more data centers, called
availability domains. Regions are independent of
other regions, and vast distances can separate
them (across countries or even
continents).
</p>
</li>
<li><span class="bold">Virtual cloud network (VCN) and subnets</span><p>A VCN is a customizable,
software-defined network that you set up in an <span>Oracle Cloud
Infrastructure</span> region. Like traditional data center networks,
VCNs give you control over your network
environment. A VCN can have multiple
non-overlapping CIDR blocks that you can change
after you create the VCN. You can segment a VCN
into subnets, which can be scoped to a region or
to an availability domain. Each subnet consists of
a contiguous range of addresses that don't overlap
with the other subnets in the VCN. You can change
the size of a subnet after creation. A subnet can
be public or private.
</p>
</li>
<li><span class="bold">Autonomous
Database</span><p id="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B__d5e89">
<span>Oracle Autonomous Database</span> is a fully managed, preconfigured database
environments that you can use for transaction
processing and data warehousing workloads. You do
not need to configure or manage any hardware, or
install any software. <span>Oracle Cloud
Infrastructure</span> handles creating the database, as well as
backing up, patching, upgrading, and tuning the
database.
</p>
</li>
<li><span class="bold">Object storage</span><p id="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B__d5e725">
<span>Oracle Cloud
Infrastructure</span> Object Storage provides quick access to large
amounts of structured and unstructured data of any
content type, including database backups, analytic
data, and rich content such as images and videos.
You can safely and securely store and then
retrieve data directly from the internet or from
within the cloud platform. You can scale storage
without experiencing any degradation in
performance or service reliability. Use standard
storage for "hot" storage that you need to access
quickly, immediately, and frequently. Use archive
storage for "cold" storage that you retain for
long periods of time and seldom or rarely
access.
</p>
</li>
<li><span class="bold"><span>Azure</span> Container Registry</span><p><span>Azure</span> Container Registry (ACR) is a managed service for storing and managing
container images and related artifacts.
</p>
</li>
<li><span class="bold">Azure availability zone</span><p>An availability zone is a physically separate data
center within a region designed to be available and fault-tolerant. Availability
zones are close enough to have low-latency connections to other availability
zones.</p>
</li>
<li><span class="bold"><span>Azure Kubernetes Service</span></span><p><span>Azure Kubernetes Service</span> (AKS) is a managed Kubernetes service offered by <span>Microsoft Azure</span>.
</p>
</li>
<li><span class="bold"><span>Azure</span> Load Balancer</span><p><span>Azure</span> Load Balancer provides automated traffic distribution from a single entry
point to multiple servers in the back end.
</p>
</li>
<li><span class="bold"><span>Microsoft Azure</span> Virtual Network</span><p><span>Microsoft Azure</span> Virtual Network (VNet) is the fundamental building block for your private
network in Azure. VNet enables many <span>Azure</span> resources, such as Azure virtual machines (VMs), to securely communicate with
each other, the internet, and on-premises networks.
</p>
</li>
<li><span class="bold"><span>Oracle Database@Azure</span></span><p id="GUID-1548A5AA-D6B9-4DAD-AE43-7162769AD34B__d5e822"><span>Oracle Database@Azure</span> is an Oracle Cloud Database service that runs
Oracle Database workloads in your Azure
environment. All hardware for <span>Oracle Database@Azure</span> is colocated in Azure's data centers and uses
Azure networking. The service benefits from the
simplicity, security, and low latency of a single
operating environment within Azure. Federated
identity and access management for <span>Oracle Database@Azure</span> is provided by Microsoft Entra ID. <span>Oracle Database</span> metrics and audit logs are natively available
in Azure. The service requires that users have an
Azure tenancy and an OCI tenancy.
</p>
</li>
</ul>
</div>
</div>
<div class="sect2"><a id="GUID-8B318CF8-81D2-44E5-8D8F-AE74F4E0A422" name="GUID-8B318CF8-81D2-44E5-8D8F-AE74F4E0A422"></a><h3 id="DADZD-GUID-8B318CF8-81D2-44E5-8D8F-AE74F4E0A422" class="sect3">Recommendations</h3>
<div>
<div><span>Use the following recommendations as a starting point.
</span>Your requirements might differ from the architecture described here.
</div>
<ul style="list-style-type: disc;" id="GUID-8B318CF8-81D2-44E5-8D8F-AE74F4E0A422__UL_FWK_JBG_RKB">
<li>Primary and standby database subnets should be in distinct VNets
configured with non-overlapping IP classless inter-domain routing (CIDR)
ranges.</li>
<li>The application tier (AKS, Docker, VMs, etc.) should span at least two
AZs, with the application VNet peered to both the primary and standby VNet of the
<span>Autonomous Database</span>.
</li>
<li>Optionally, client applications can be configured to use Oracle
transparent application continuity (TAP) to maximize availability during planned and
unplanned outages.</li>
</ul>
</div>
</div>
<div class="sect2"><a id="GUID-A13AEEB5-B270-4D38-9142-F89DE81A04CF" name="GUID-A13AEEB5-B270-4D38-9142-F89DE81A04CF"></a><h3 id="DADZD-GUID-A13AEEB5-B270-4D38-9142-F89DE81A04CF" class="sect3">Explore More</h3>
<div>
<p>For more details about the components and considerations shared in this
document, please refer to the following links.</p>
<p>Review these additional resources:</p>
<ul style="list-style-type: disc;">
<li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=adb-serverless" target="_blank">Oracle Autonomous
Database Serverless</a></li>
<li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=oracle-database-at-azure" target="_blank">Oracle
Database@Azure</a></li>
<li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=BODAT" target="_blank"><span><cite>Learn about selecting
network topologies for Oracle Database@Azure</cite></span></a></li>
<li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=adb-config-app-continuity" target="_blank">Configure Application Continuity on Autonomous
Database</a> in <cite>Using Oracle Autonomous
Database Serverless</cite></li>
<li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=oracle-db-at-azure-videos" target="_blank">Oracle
Database@Azure Videos</a></li>
<li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=oci-doc" target="_blank"><span>Oracle Cloud
Infrastructure</span> Documentation</a></li>
<li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=GVVGQ" target="_blank"><span><cite>Best practices framework
for Oracle Cloud Infrastructure</cite></span></a></li>
<li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=oci-calc" target="_blank">Oracle Cloud Cost
Estimator</a></li>
<li><a href="/pls/topic/lookup?ctx=en/solutions/deploy-autonomous-database-db-at-azure&amp;id=cloud-adoption-framework" target="_blank">Cloud Adoption
Framework</a></li>
</ul>
</div>
</div>
<div class="sect2"><a id="GUID-EBDB0E20-86F8-4A31-BFD2-84D996FCE557" name="GUID-EBDB0E20-86F8-4A31-BFD2-84D996FCE557"></a><h3 id="DADZD-GUID-EBDB0E20-86F8-4A31-BFD2-84D996FCE557" class="sect3">Acknowledgments</h3>
<div>
<ul style="list-style-type: disc;">
<li><span class="bold">Authors</span>: <span translate="no">Domenick Ficarella, Can Tuzla, Martin
Gubar</span></li>
<li><span class="bold">Contributors</span>: <span translate="no">Wei Han, John Sulyok</span></li>
</ul>
</div>
</div>
</div>
</article>
<div id="disclaimers" class="legal">
<div><a href="#copyright-information" role="button" data-toggle="collapse" aria-expanded="false" class="collapsed" aria-controls="copyright-information" id="copyright-information-btn">Title and Copyright Information</a></div>
<div class="collapse" id="copyright-information" aria-expanded="false">
<p class="legal">Deploy Autonomous Database on Oracle Database@Azure</p>
<p class="legal">G13089-02</p>
<p class="date legal">October 2024</p>
<div class="legal" style="display:inline"><a href="/pls/topic/lookup?ctx=en/legal&id=cpyr" target="_blank">Copyright ©</a>2024, </div><div class="legal" style="display:inline">Oracle and/or its affiliates.</div>
</div>
</div>
</body>
</html>

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# Deploy a multi-agent AI fraud detection system on OCI
- Source: https://docs.oracle.com/en/solutions/ai-fraud-detection/index.html
- Date: 2025-06
- Type: reference-architecture
- Services: genai, streaming, adb-s
- Tags: ai-ml, autonomous
## Summary (catalog)
Multi-agent AI system for real-time fraud detection. Streaming ingestion of transaction data, ML models for anomaly detection, GenAI agents for investigation and decision support.
## Architecture (fetched from source)
Architecture
This architecture shows a multi-agent AI fraud detection system on Oracle Cloud
Infrastructure (OCI).
This design uses multiple AI agents to provide key insights, gather evidence,
and produce a comprehensive fraud analysis.
At the core is a model context protocol (MCP) server that orchestrates agent
interactions. Specialized agents handle distinct tasks. For example, a data retrieval
agent queries enterprise data sources and a fraud analyzer agent evaluates and explains
anomalies. The flow begins when an event, such as a suspicious transaction alert or an
investigators query, triggers the orchestrator. The orchestrator then delegates
subtasks to the agents and consolidates their results by using a fan-in and fan-out
design pattern. Each agent uses OCI-native services to perform tasks (database queries,
LLM inference, and so on), and the orchestrator translates between agent and Oracle
system contexts, ensuring that each agent gets the information it needs in the format it
expects.
The following diagram shows process flow overview:
Description of the illustration ai-fraud-detection-flow.png
ai-fraud-detection-flow-oracle.zip
- MCP orchestrator server
The model context protocol
(MCP) server is the coordinating hub that orchestrates agent actions and
maintains the overall context or state of an investigation. It uses MCP to
standardize how agents invoke tools and exchange data. Acting as a “central
brain,” it receives the initial request (fraud alert or analysis query) and
calls the appropriate agents in sequence. It also translates high-level agent
intents into low-level operations on Oracle systems, such as converting an
agents request for customer information into an SQL query, and converting SQL
results into a natural language response. This approach decouples agents from
direct system calls by using the orchestrator as a bridge between the agent
logic and enterprise data, enabling flexible updates and centralized control. In
the first phase of this architecture, the server is a lightweight server derived
from Googles Gen AI Toolbox running on Oracle Cloud Infrastructure
Compute or OCI Kubernetes Engine .
- Data retrieval agent
The data retrieval agent is
a specialized agent responsible for fetching relevant data from enterprise
sources. For example, upon receiving a customer ID or transaction ID from the
orchestrator, it queries the Oracle Autonomous Database or other OCI data stores for information such as recent transactions, account
profiles, claims history, and so on. You can implement this agent by using OCI Functions (serverless) to call tools hosted on an MCP server for Autonomous Database . The agent contains all data-access logic. The orchestrator server may use a
predefined tool for this agent, such as a YAML-configured
LookupTransaction or GetCustomerProfile
tool that knows how to run the proper SQL on the Autonomous Database . Similar to how Google Gen AI Toolbox uses YAML-defined tools to let agents
perform database operations, this design defines database queries as
configuration-driven tools. In the first phase, the data agent simply executes
these queries without AI decision-making involvement and returns the results to
the orchestrator.
- Fraud analyzer agent
The fraud analyzer agent is
the cornerstone agent that assesses the data for signs of fraud and generates
insights. This agent ingests the context, such as the transaction details,
customer info, or historical patterns provided by the orchestrator and applies
AI/ML logic to determine if the scenario is likely fraudulent. In phase 1, this
could be a rule-based engine or an OCI Anomaly Detection model to provide a
quick, deterministic response. For example, it might flag anomalies such as a
transaction far outside normal range or multiple claims in a short time span.
The agent then produces a fraud score or classification and possibly an
explanation.
In phase 2, the fraud analyzer agent is
augmented with LLM capabilities by using OCI Generative AI or Oracle pretrained models to generate human-readable investigative
narratives. In this way, generative AI automatically creates a concise report of
the findings, summarizing why a transaction was flagged and referencing the data
directly such as how a customers recent transactions show unusual high-value
purchases overseas, which deviates from their normal pattern by 5σ (5 sigma),
indicating high fraud likelihood. Oracles own Financial Services division has
highlighted the value of such generative narratives in accelerating
investigations. In phase 2, the fraud analyzer agent can use an OCI LLM to both
analyze the data and explain the results. For example, it might use a prompt
that incorporates the data and asks the model to analyze the fraud risk, or it
could perform tool-assisted reasoning by first calling a calculation tool, and
then having the LLM elaborate on the results.
- Additional agents (as needed)
The architecture
supports the ability to plug in other agents to enrich the analysis. For
example, an external check agent could call third-party services, such as
sanctions lists or credit bureaus, to gather more evidence on the entity
involved. Another could be a notification and case management agent that, after
fraud is confirmed, logs the case in a system or triggers an alert to a human
investigator. The orchestrators ability to manage multiple agents and
coordinate complex workflows allows new agents to be added without disturbing
existing ones. This modularity makes the system extensible for demo showcases
that can start with two agents and later attach more for other demo scenarios
such as compliance checks, customer messaging, and so on.
Title and Copyright Information
Deploy a multi-agent AI fraud detection system on OCI
G34124-01
June 2025
Copyright © 2025,
Oracle and/or its affiliates.

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The diagram you downloaded is available in these formats:
- DRAWIO
- SVG
You can customize them for your organization using the associated tools:
- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.
Note that all diagram components are ungrouped and in a single layer.

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# Deploy a Data Lake leveraging Power BI on Oracle Database@Azure
- Source: https://docs.oracle.com/en/solutions/analytics-pipeline-db-at-azure/index.html
- Date: 2025-02
- Type: reference-architecture
- Services: adb-s, azure, object-storage
- Tags: data-platform, multicloud, azure, autonomous
## Summary (catalog)
Analytics pipeline combining ADB-S on Database@Azure with Power BI. Data ingestion to Object Storage, transformation in ADB-S, visualization via Power BI DirectQuery or Import mode.
## Architecture (fetched from source)
Deploy a Data Lake Leveraging Power BI on Oracle Database@Azure
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- Deploy a Data Lake leveraging Power BI on Oracle Database@Azure
- Deploy a Data Lake Leveraging
Power BI on Oracle Database@Azure
Deploy a Data Lake Leveraging
Power BI on Oracle Database@Azure
Many businesses leverage Microsoft Power BI with data lakes on Microsoft
Azure to derive actionable business insights.
You can expand these capabilities by using a medallion architecture
that includes Azure Data Factory, Azure Data Lake Storage, Azure Compute,
Oracle Database@Azure (either a fully managed Oracle Autonomous Database or a co-managed Oracle Exadata Database
Service instance), and Power BI to address several key data challenges faced by
customers:
- Data Silos and Integration : Azure Data Factory ingests data from
diverse sources into a unified data lake, breaking down silos and
providing a single source of truth.
- Data Quality and Consistency : Autonomous Data
Warehouse in the Curation Layer ensures clean, consistent, and high-quality
data through deduplication and quality rules, reducing errors and
enhancing decision-making.
- Scalability and Performance : Azure's scalable
compute resources and Autonomous Data
Warehouse 's serverless architecture or Oracle Exadata Database
Service handle large-scale data processing efficiently, while maintaining
optimal performance as data volumes and user adoption (concurrency)
grow.
- Complex Transformations : Azure Compute and Autonomous Data
Warehouse or Oracle Exadata Database
Service perform complex transformations and analytics efficiently,
reducing processing time and focusing on insights.
- Cost Management : The serverless and pay-as-you-go
models for Azure services and Autonomous Data
Warehouse or Oracle Exadata Database
Service optimize costs, ensuring that you only pay for what you use.
- Data Governance and Compliance : Structured data management layers
facilitate better governance, traceability, and regulatory
compliance.
- Built-in Analytics : Users are able to apply analytics
directly to their data by using built-in features such as artificial
intelligence (AI), machine learning (ML), graph, spatial, and text
analytics.
Typical use cases include:
- Retail Analytics : Integrates data from online sales, in-store
transactions, and customer feedback, optimizing inventory and
marketing strategies.
- Financial Services : Analyzes transaction data for fraud detection
and regulatory compliance, mitigating risks.
- Healthcare Analytics : Integrates patient data from EHRs, lab
results, and wearable devices, improving patient care and health
management.
This architecture enables enterprise customers across industries to
leverage data effectively to empower their business users to make informed
decisions to drive better business outcomes.
Logical Architecture
The analytical data lake can ingest data from multiple sources and can
provide business insights by using Power BI running on Microsoft Azure.
- Data Sources: The analytical data lake can ingest data from multiple
sources. Azure Data Factory can ingest data from Microsoft SQL Server and Azure Blob
Storage. Oracle Database@Azure can ingest data from Oracle Cloud
ERP , Oracle Cloud
Infrastructure Object Storage , Azure Cosmos Database, Azure SQL Database, various types of table storage data
(Azure, PostgresSQL, Azure MariaDB), and other types of on-premises relational
databases.
- Data Tier: Oracle Database@Azure ingests source data from Azure Data Lake Storage in conjunction with Azure Data
Factory.
- Consumption Tier: Oracle Database@Azure provides insights to Microsoft Power BI running on Microsoft Azure.
The following diagram illustrates the functional architecture:
Description of the illustration data-lake-db-azure-process.png
data-lake-db-azure-process-oracle.zip
Medallion Architecture
This section demonstrates how you can deploy Oracle Database@Azure as the data warehouse within the Azure medallion architecture.
The medallion architecture is a data management framework that
structures data handling in a data lakehouse into distinct stages (bronze,
silver, and gold), representing the different stages of data processing:
- Bronze stage: Data from various sources is ingested,
validated, and curated.
- Silver stage: The data is stored and processed for analytics
and reporting.
- Gold stage: Refined data is delivered for analysis and
reporting.
The following diagram illustrates the architecture:
Description of the illustration data-lake-db-azure-medallion.png
data-lake-db-azure-medallion-oracle.zip
The medallion stages are further divided into the following
deployment areas:
- Ingestion Framework: Ingests data from various data sources
using Azure Data Factory. Raw data is stored in Azure Data Lake
Storage Gen 2 and Delta Lake. This framework ensures data
consistency and accuracy across source and sink systems. This
framework constitutes a robust set of scripts to ensure quality by
using audit, balance and control mechanisms across platforms.
- Validation: Raw data is ingested into Oracle Autonomous Data Warehouse Serverless or Oracle Exadata Database
Service for deduplication and data quality check. This workflow performs
basic cleansing masking of PII and PHI data along with validation of
raw files through a rules-driven framework to perform schema checks.
The validation framework can be implemented using Azure Data
Factory.
- Rejection Workflow: Any record that is rejected during the
ingestion stage due to validation errors or other processing errors
is staged on a separate Azure Data Lake Storage path. Automated
email notifications using Logic App are sent to the support team
based on defined software license agreements (SLAs). Standardized
data remains in Oracle Autonomous Data Warehouse Serverless or Oracle Exadata Database
Service .
- Orchestration: A scheduling system manages data processing
jobs, scheduling, and job dependencies. Azure Data Factory can be
used for the orchestration of ETL jobs. The Orchestration stage
includes Oracle Autonomous Data Warehouse Serverless or Oracle Exadata Database
Service , Delta Lake, and Azure Data Lake Storage Gen 2.
- Reporting/Analytics: The reporting stage includes Power BI
and data services such as external feeds and data monetization.
The architecture has the following infrastructure components:
- Region
An Azure region is a
geographical area in which one or more physical Azure data
centers, called availability zones, reside. Regions are
independent of other regions, and vast distances can
separate them (across countries or even continents).
Azure and OCI regions are localized geographic
areas. For Oracle Database@Azure , an Azure region is connected to an OCI region, with
availability zones (AZs) in Azure connected to availability
domains (ADs) in OCI. Azure and OCI region pairs are
selected to minimize distance and latency.
- Availability zone
An availability zone
is a physically separate data center within a region
designed to be available and fault-tolerant. Availability
zones are close enough to have low-latency connections to
other availability zones.
- Virtual network (VNet) and subnet
A
VNet is a virtual network that you define in Azure. A VNet
can have multiple non-overlapping CIDR blocks subnets that
you can add after your create the VNet. You can segment a
VNet into subnets, which can be scoped to a region or to an
availability zones. Each subnet consists of a contiguous
range of addresses that

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The diagram you downloaded is available in these formats:
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- SVG
You can customize them for your organization using the associated tools:
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# Build Azure CI/CD Pipelines using Oracle Exadata Database Service in Oracle Database@Azure
- Source: https://docs.oracle.com/en/solutions/azure-pipeline-exacs-dbazure/index.html
- Date: 2025-04
- Type: reference-architecture
- Services: exacs, azure
- Tags: database, multicloud, azure, devops
## Summary (catalog)
Azure DevOps pipeline integration with ExaCS on Database@Azure. Automated schema deployment, testing, and migration using Azure Pipelines with Oracle database tooling.
## Architecture (fetched from source)
Architecture
This architecture shows how you can build and deploy Microsoft Azure
Pipelines using Azure DevOps with Oracle Exadata Database Service on Dedicated
Infrastructure .
The application and database source code are hosted on a Microsoft Azure
DevOps code repository, GitHub, or similar. A user commits changes into the code
repository which triggers the continuous integration (CI) pipeline. This phase includes
running unit tests, integration tests, static code analysis, and also testing of
containers within the Azure Kubernetes Service (AKS) cluster to verify deployment
readiness.
Once testing is complete, the build pipeline creates Docker images and pushes
them to the Azure container registry. These artifacts then initiate the continuous
delivery (CD) pipeline. In the CD phase, the artifacts are deployed to AKS where
end-to-end and system tests are run to ensure microservices operate correctly within the
Kubernetes environment and the Oracle Database. Staging and production environments,
using strategies like blue/green or canary deployments, are then initiated for zero
downtime deployment of the new changes.
A Kubernetes cluster can contain multiple pods, each connecting to its own
respective pluggable database (PDB). The PDBs in the primary database are deployed on
Oracle Database@Azure that runs on Oracle Exadata Database Service on Dedicated
Infrastructure in an Azure Availability Zone. The container images are stored in the Azure container
registry. Users access the application externally through a public load balancer.
Cloud automation simplifies most lifecycle and management tasks for Oracle Exadata Cloud Infrastructure and Oracle multitenant databases ( CDB s, PDB s). For example, adding servers and scaling OCPUs up and down, creating databases and
database homes, scheduling infrastructure maintenance, updating and upgrading the VM
operating system, Oracle Grid Infrastructure , and databases, performing backup and recovery operations, and even enabling disaster
recovery protections through Oracle Data Guard .
Metrics, logs, and tracing of the entire CI/CD process are observed continuously using
tools like Azure Monitor, Oracle Cloud
Infrastructure (OCI) and Oracle Database's Unified Observability OpenTelemetry framework which
provides traces from the entry point of the application residing on Azure, across all
subsystems, and into the Oracle Database ensuring the performance and reliability of
both the microservices and the database. This approach ensures a robust, efficient, and
scalable solution for deploying and managing modern applications in a cloud-native
environment.
The following diagram illustrates this reference architecture.
Description of the illustration exadata-database-service.png
exadata-database-service-oracle.zip
The architecture has the following components:
- Region
An Oracle Cloud
Infrastructure region is a localized geographic area that contains one or more data centers, hosting availability domains. Regions are independent of other regions, and vast distances can separate them (across countries or even continents).
An Azure region is a geographical area in which
one or more physical Azure data centers, called availability zones, reside.
Regions are independent of other regions, and vast distances can separate them
(across countries or even continents).
Azure and OCI regions
are localized geographic areas. For Oracle Database@Azure, an Azure region is
connected to an OCI region, with availability zones (AZs) in Azure connected to
availability domains (ADs) in OCI. Azure and OCI region pairs are selected to
minimize distance and latency.
- Azure availability zone
An availability zone is a physically separate data
center within a region that is designed to be available and fault tolerant.
Availability zones are close enough to have low-latency connections to other
availability zones.
Subnet delegation is Microsoft's ability to inject a
managed service, specifically a platform-as-a-service service, directly into
your virtual network.
- Microsoft Azure Virtual Network
Microsoft Azure Virtual Network (VNet) is
the fundamental building block for your private network in Azure. VNet enables
many types of Azure resources, such as Azure virtual machines (VM), to securely
communicate with each other, the internet, and on-premises
networks.
Subnet delegation is Microsoft's ability to inject a managed
service, specifically a platform-as-a-service service, directly into your
virtual network.
- Azure Pipelines
Azure Pipelines are part of the
Azure DevOps service offered by Microsoft Azure to automatically builds, tests,
and deploys code projects for continuous integration, continuous testing and
continuous delivery. (CI-CD)
- Azure Kubernetes Service
Azure Kubernetes Service
(AKS) is a managed Kubernetes service offered by Microsoft Azure to deploy and
manage containerized applications. A Kubernetes cluster can contain multiple
pods.
- Kubernetes Control Plane
A Kubernetes control plane manages the resources
for the worker nodes and pods within a Kubernetes cluster. The control plane
components detect and respond to events, perform scheduling, and move cluster
resources.
- Oracle Exadata Database Service on Dedicated
Infrastructure
Oracle Exadata Database
Service delivers proven Oracle Database capabilities on purpose-built, optimized
Oracle Exadata Cloud Infrastructure in the public cloud. Built-in cloud
automation, elastic resource scaling, security, and fast performance for OLTP,
in-memory analytics, and converged Oracle Database workloads help simplify
management and reduce costs.
Oracle Exadata Cloud Infrastructure brings
more CPU cores, increased storage, and a faster network fabric to the public
cloud. Oracle Exadata storage servers include Exadata RDMA Memory (XRMEM),
creating an additional tier of storage, boosting overall system performance.
Exadata combines XRMEM with innovative RDMA algorithms that bypass the network
and I/O stack, eliminating expensive CPU interrupts and context
switches.
Oracle Exadata Cloud Infrastructure increases the throughput of
its 100 Gbps active-active Remote Direct Memory Access over Converged Ethernet
(RoCE) internal network fabric, providing a faster interconnect than previous
generations with extremely low-latency between all compute and storage
servers.
- Oracle Database Autonomous
Recovery Service
Oracle Database Autonomous
Recovery Service is a fully managed service designed to protect Oracle Databases from data loss and cyber threats. It offers faster backups with reduced database overhead, reliable recovery with validated backups, and real-time protection enabling recovery to within less than a second of an outage or ransomware attack. Oracle Database Zero Data Loss Autonomous Recovery Service is a Zero Data Loss option for the Autonomous Recovery Service. This service provides a centralized data protection dashboard and is recommended for backing up Oracle Databases.
- Oracle Database@Azure
Oracle Database@Azure is the Oracle Database service ( Oracle Exadata Database Service on Dedicated
Infrastructure and Oracle Autonomous Database Serverless ) running on Oracle Cloud
Infrastructure (OCI), deployed in Microsoft Azure data centers. The service offers features and price parity with OCI. Purchase the service on Azure Marketplace.
Oracle Database@Azure integrates Oracle Exadata Database
Service , Oracle Real Application Clusters (Oracle
RAC) , and Oracle Data Guard technologies into the Azure platform. Users manage the service on the Azure console and with Azure automation tools. The service is deployed in Azure Virtual Network (VNet) and integrated with the Azure identity and access management system. The OCI and Oracle Database generic metrics and audit logs are natively

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The diagram you downloaded is available in these formats:
- DRAWIO
- SVG
You can customize them for your organization using the associated tools:
- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

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# Back up from Oracle Base Database Service to Zero Data Loss Autonomous Recovery
- Source: https://docs.oracle.com/en/solutions/back-up-base-database-zero-data-loss-recovery/index.html
- Date: 2025-07
- Type: reference-architecture
- Services: base-db
- Tags: database, ha-dr
## Summary (catalog)
Autonomous Recovery Service for Base DB backups. Real-time protection with continuous redo log shipping. Point-in-time recovery with sub-second RPO for mission-critical workloads.
## Architecture (fetched from source)
Architecture
This playbook describes how to perform backup and recovery operations between Oracle Base Database Service and Recovery
Service .
Description of the illustration base-database-recovery-backup-architecture.png
base-database-recovery-backup-architecture.zip
Before You Begin
Before you begin, check the versions of major software components used in this setup, and review the product documentation for later reference
Review Software Requirements
- Oracle Database 19.18 and above, or 21.8 and above
- Oracle Base Database Service
Review Documentation
- Introducing the Oracle Database Zero Data Loss Autonomous Recovery Service
- About Oracle Database Autonomous Recovery Service
- "Back Up and Recovery in Base Database Service" in Oracle Cloud
Infrastructure documentation
Considerations for Configuration
Before you begin to configure backups and recovery, review these assumptions and considerations.
- The virtual cloud network (VCN) where Oracle Base Database Service is configured, must route packages to the OCI Services Network (where Recovery
Service is configured) via a service gateway.
- There are two types of backups: Oracle managed backups and unmanaged backups. Oracle managed backups are configured using the OCI console or REST API. Unmanaged backups are configured using dbaascli or RMAN .
- This playbook uses Oracle managed backups to Recovery
Service . Unmanaged backups are out of scope of this playbook.
- Combining Oracle managed backups and unmanaged backups is not supported.
- The Recovery
Service enables databases to restore to the last known good state with minimal data loss, to a specific timestamp, or SCN. The OCI console, however, does not support restoring a database from a specific backup from the list of backups displayed in the interface. Although it's not possible to restore a database from a backup in this list, the list of backups can be used as a reference as to what data is currently available to restore the database.
- The OCI console cannot restore a particular pluggable database (PDB) . Only the full container database (CDB) can be restored.
About Required Products and Roles
This solution requires the following products:
- Oracle Cloud
Infrastructure
- Oracle Cloud Infrastructure Identity
and Access Management
- Oracle Base Database Service
- Oracle Database Zero Data Loss Autonomous Recovery Service
- Oracle Database
These are the roles needed for each product.
Product Name: Role
Required to...
Oracle Cloud
Infrastructure : VCN admin
Add OCI services gateway and create security rules to allow connections from Oracle Database Zero Data Loss Autonomous Recovery Service to the Oracle Base Database Service backup network.
Oracle Cloud Infrastructure Identity
and Access Management : IAM service admin
Add security policies for Oracle Database Zero Data Loss Autonomous Recovery Service .
Oracle Base Database Service : database admin
- Create database with automatic backups to Oracle Database Zero Data Loss Autonomous Recovery Service .
- Modify database to add automatic backups to Oracle Database Zero Data Loss Autonomous Recovery Service .
Oracle Database Zero Data Loss Autonomous Recovery Service : admin
Add Oracle Database Zero Data Loss Autonomous Recovery Service subnet for Oracle Base Database Service backups.
Oracle Database : sys
Configure backups to Oracle Database Zero Data Loss Autonomous Recovery Service .
See Oracle Products, Solutions, and Services to get what you need.
Title and Copyright Information
Back up Oracle Base Database Service to Oracle Database Zero Data Loss Autonomous Recovery
F84016-03
July 2025
Copyright © 2023,2025,
Oracle and/or its affiliates.

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The diagram you downloaded is available in these formats:
- DRAWIO
- SVG
You can customize them for your organization using the associated tools:
- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

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# Back up from Exadata on Dedicated Infrastructure to Zero Data Loss Autonomous Recovery
- Source: https://docs.oracle.com/en/solutions/back-up-exadata-dedicated-zero-data-loss-recovery/index.html
- Date: 2025-07
- Type: reference-architecture
- Services: exacs
- Tags: database, ha-dr
## Summary (catalog)
Autonomous Recovery Service for ExaCS backups. Automated backup management with real-time redo protection. Validates backup recoverability automatically.
## Architecture (fetched from source)
Architecture
This playbook describes how to perform backup and recovery operations between Oracle Exadata Database Service on Dedicated
Infrastructure and Recovery
Service .
Description of the illustration exadata-dedicated-recovery-backup-architecture.png
exadata-dedicated-recovery-backup-architecture.zip
Before You Begin
Before you begin, check the versions of major software components used in this setup, and review the product documentation for later reference
Review Software Requirements
- Oracle Exadata Database Service on Dedicated
Infrastructure
- Oracle Database Enterprise Edition Extreme Performance 19.18 or newer
Review Documentation
- Introducing the Oracle Database Zero Data Loss Autonomous Recovery Service
- About Oracle Database Autonomous Recovery Service
- "Back Up and Recovery in Base Database Service" in Oracle Cloud
Infrastructure documentation
Considerations for Configuration
Before you begin to configure backups and recovery, review these assumptions and considerations.
- The virtual cloud network (VCN) where Oracle Exadata Database Service on Dedicated
Infrastructure is configured, must route packages to the OCI Services Network (where Recovery
Service is configured) via a service gateway.
- There are two types of backups: Oracle managed backups and user configured backups. Oracle managed backups are configured using the OCI console or REST API. User configured backups are configured using the dbaascli only.
- This playbook uses Oracle managed backups to Recovery
Service . User configured backups are out of scope of this playbook.
- Combining Oracle managed backups and user configured backups is not supported.
- The Recovery
Service enables databases to restore to the last known good state with minimal data loss, to a specific timestamp, or SCN. The OCI console, however, does not support restoring a database from a specific backup from the list of backups displayed in the console. Although it's not possible to restore a database from a backup in this list, the list of backups can be used as a reference as to what data is currently available for restore operations.
- The OCI console cannot restore a particular pluggable database (PDB) . Only the full container database (CDB) can be restored.
About Required Products and Roles
This solution requires the following products and roles:
- Oracle Cloud
Infrastructure
- Oracle Cloud Infrastructure Identity
and Access Management
- Oracle Exadata Database Service on Dedicated
Infrastructure
- Oracle Database Zero Data Loss Autonomous Recovery Service
- Oracle Database
These are the roles needed for each product.
Service Name: Role
Required to...
Oracle Cloud
Infrastructure : VCN admin
Add OCI services gateway and create security rules to allow connections from Oracle Database Zero Data Loss Autonomous Recovery Service to the Oracle Exadata Database Service on Dedicated
Infrastructure backup network.
Oracle Cloud Infrastructure Identity
and Access Management : IAM service admin
Add security policies for Oracle Database Zero Data Loss Autonomous Recovery Service .
Oracle Exadata Database Service on Dedicated
Infrastructure : database admin
- Create database with Oracle managed backups to Oracle Database Zero Data Loss Autonomous Recovery Service .
- Modify database to add Oracle managed backups to Oracle Database Zero Data Loss Autonomous Recovery Service .
Oracle Database Zero Data Loss Autonomous Recovery Service : admin
Add Oracle Database Zero Data Loss Autonomous Recovery Service subnet for Oracle Exadata Database Service on Dedicated
Infrastructure backups.
Oracle Database : sys
Configure backups to Oracle Database Zero Data Loss Autonomous Recovery Service .
See Oracle Products, Solutions, and Services to get what you need.
Title and Copyright Information
Back up Oracle Exadata on Dedicated Infrastructure to Oracle Zero Data Loss Autonomous Recovery Service
F84015-04
July 2025
Copyright © 2023,2025,
Oracle and/or its affiliates.

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@@ -0,0 +1,7 @@
The diagram you downloaded is available in these formats:
- DRAWIO
- SVG
You can customize them for your organization using the associated tools:
- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

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# Run PeopleSoft ERP and Autonomous Database in an HA multicloud deployment
- Source: https://docs.oracle.com/en/solutions/bread-multicloud-on-oci/index.html
- Date: 2025-02
- Type: reference-architecture
- Services: adb-s, compute, load-balancer
- Tags: application, ha-dr, multicloud, peoplesoft, autonomous
## Summary (catalog)
PeopleSoft HA with ADB-S across cloud providers. Application tier on OCI compute with database on ADB-S. Multi-AZ deployment for high availability with automatic failover.
## Architecture (fetched from source)
Architecture
The Oracle partner has built and deployed a highly-available Oracle
PeopleSoft application using two availability domains in the Oracle Cloud
Infrastructure (OCI) region in Ashburn. They use the Phoenix region as a standby region for Oracle Autonomous Database and as a disaster recovery site.
Each of the web and application virtual machine (VM) instances are
configured as a high availability pair by using load balancers and by being placed in
different availability domains (AD). Each of the load balancers handles certain
PeopleSoft functions and URLs.
Separate instances of Oracle Autonomous Transaction
Processing on Dedicated Infrastructure (ATP-D) are created for each of the PeopleSoft functions:
Financials, Phire, Vertex, and Human Capital Management (HCM). Oracle Data Guard is used
to replicate the primary databases in Ashburn to standby databases in Phoenix.
They have also built and deployed development (DEV), user acceptance test
(UAT), quality assurance (QA), and test environments in the Phoenix region. Oracle Data
Guard and RackWare are also used for the DEV, UAT, QA, and test environments.
Windows Servers with file shares are used to store PeopleSoft configuration
files. Users are able to access PeopleSoft by using the Internet through an internet
gateway or from the partner private network by using Oracle Cloud
Infrastructure FastConnect to connect to the load balancers. After connecting to the load balancers, users are
redirected to an OKTA Access Gateway (OAG). The OAG is used for access authentication
and single sign-on (SSO) before allowing users to access PeopleSoft.
The move to OCI involved first migrating its PeopleSoft web/application tier
and Oracle Database to Oracle Exadata Database
Service . After realizing the benefits of ATP, the partner successfully migrated its 7 TB
PeopleSoft database to Oracle Autonomous Database . They recognized ease of maintenance and operation of Autonomous Database as key benefits for their modernization effort.
The following diagram illustrates the migration process:
Description of the illustration peoplesoft-migration-process.png
peoplesoft-migration-process-oracle.zip
The partner has built a multicloud architecture that integrates with banking
systems, SaaS applications, Microsoft Azure for Active Directory single sign-on (SSO),
and MuleSoft (SaaS) for data integration. These integrations connect to Oracle Cloud through their data center private network by using a customer-premises router and
then connect into the virtual cloud network (VCN) by using ATP.
For disaster recovery, they use Oracle Data Guard to replicate databases to
the Phoenix region and uses Oracle Cloud
Marketplace partner RackWare to take snapshots of VM instances. This allows them to quickly
recover in another region and continue operations in case of a disaster event.
To continue their cloud modernization and maturation journey, the partner has
future plans to move more systems into cloud native services to reduce the amount of
patching, upgrades, and maintenance required.
The following diagram illustrates this reference architecture.
Description of the illustration peoplesoft-prod-oci.png
peoplesoft-prod-oci-oracle.zip
The architecture has the following components:
- Tenancy
A tenancy is a secure and isolated partition that Oracle sets up within Oracle Cloud when you sign up for Oracle Cloud
Infrastructure . You can create, organize, and administer your resources in Oracle Cloud within your tenancy. A tenancy is synonymous with a company or organization. Usually, a company will have a single tenancy and reflect its organizational structure within that tenancy. A single tenancy is usually associated with a single subscription, and a single subscription usually only has one tenancy.
- Region
An Oracle Cloud
Infrastructure region is a localized geographic area that contains one or more data centers, called availability domains. Regions are independent of other regions, and vast distances can separate them (across countries or even continents).
- Audit
The Oracle Cloud Infrastructure Audit service automatically records calls to all supported Oracle Cloud
Infrastructure public application programming interface (API) endpoints as log events. All OCI services support logging by Oracle Cloud Infrastructure Audit .
- Policy
An Oracle Cloud Infrastructure Identity
and Access Management policy specifies who can access which resources, and how. Access is granted at the group and compartment level, which means you can write a policy that gives a group a specific type of access within a specific compartment, or to the tenancy.
- Logging
Oracle Cloud Infrastructure Logging is a highly-scalable and fully-managed service that provides access to the following types of logs from your resources in the cloud:
- Audit logs: Logs related to events produced by OCI Audit .
- Service logs: Logs published by individual services such as OCI API Gateway , OCI Events , OCI Functions , OCI Load Balancing , OCI Object Storage , and VCN flow logs.
- Custom logs: Logs that contain diagnostic information from custom applications, other cloud providers, or an on-premises environment.
- Object storage
OCI Object Storage provides quick access to large amounts of structured and unstructured data of any content type, including database backups, analytic data, and rich content such as images and videos. You can safely and securely store data directly from the internet or from within the cloud platform. You can scale storage without experiencing any degradation in performance or service reliability.
Use standard storage for "hot" storage that you need to access quickly, immediately, and frequently. Use archive storage for "cold" storage that you retain for long periods of time and seldom or rarely access.
- Compartment
Compartments are cross-regional logical partitions within an Oracle Cloud
Infrastructure tenancy. Use compartments to organize, control access, and set usage quotas for your Oracle Cloud resources. In a given compartment, you define policies that control access and set privileges for resources.
- Availability domain
Availability domains are standalone, independent data centers within a region. The physical resources in each availability domain are isolated from the resources in the other availability domains, which provides fault tolerance. Availability domains dont share infrastructure such as power or cooling, or the internal availability domain network. So, a failure at one availability domain shouldn't affect the other availability domains in the region.
- Virtual cloud network (VCN) and subnets
A VCN is a customizable, software-defined network that you set up in an Oracle Cloud
Infrastructure region. Like traditional data center networks, VCNs give you control over your network environment. A VCN can have multiple non-overlapping CIDR blocks that you can change after you create the VCN. You can segment a VCN into subnets, which can be scoped to a region or to an availability domain. Each subnet consists of a contiguous range of addresses that don't overlap with the other subnets in the VCN. You can change the size of a subnet after creation. A subnet can be public or private.
- Security list
For each subnet, you can create security rules that specify the source, destination, and type of traffic that must be allowed in and out of the subnet.
- Route table
Virtual route tables contain rules to route traffic from subnets to destinations outside a VCN, typically through gateways.
- Internet gateway
An internet gateway allows traffic between the public subnets in a VCN and the public internet.
- Dynamic routing gateway (DRG)
The DRG is a virtual router that provides a path for private network traffic between VCNs in the sa

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The diagram you downloaded is available in these formats:
- DRAWIO
- SVG
You can customize them for your organization using the associated tools:
- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

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# Build a CI/CD pipeline for OCI Functions deployment using GitHub Action
- Source: https://docs.oracle.com/en/solutions/cicd-pipeline-oci-functions/index.html
- Date: 2024-10
- Type: reference-architecture
- Services: functions
- Tags: devops
## Summary (catalog)
GitHub Actions workflow for OCI Functions deployment. Automated build, test, and deploy pipeline. Container image build and push to OCI Container Registry, function deployment via OCI CLI.
## Architecture (fetched from source)
Architecture
This architecture uses GitHub Actions as an external continuous integration
and deployment system to build code, containerize it, and deploy Oracle Cloud Infrastructure
Functions. Instead of GitHub Action, you can use other integrated development environment
(IDE) tools, such as GitLab, or Azure DevOps.
The following diagram illustrates this reference architecture.
Description of the illustration cicd-deploy-oci-functions.png
cicd-deploy-oci-functions-oracle.zip
The architecture includes the following external systems:
- External System (CI/CD)
The external system for
CI/CD includes the integrated development environment (IDE), the code
repository, and pipeline.
This architecture uses GitHub
Actions as an external continuous integration and deployment code repository
system. It is used to build code and then containerize it using Docker. When the
containerized image is ready, GitHub Actions pushes the image to an OCI Registry . After completing the transfer to the registry, it kicks off the OCI
Functions deployment. You can use other continuous integration or deployment
systems like OCI DevOps, Azure DevOps, Gitlab, or Jenkins based on your
requirements.
- External System (SIEM/ITSM/OTHER)
The external
system for SIEM and ITSM represents other third-party systems or non-OCI
services.
Aggregating and enriching OCI Audit logs, service
logs, and security events are foundational requirements to external SIEM or ITSM
systems. Centralizing this data allows organizations to analyze, monitor, and
secure their tenancies.
The architecture has the following components:
- Region
An Oracle Cloud
Infrastructure region is a localized geographic area that
contains one or more data centers, called
availability domains. Regions are independent of
other regions, and vast distances can separate
them (across countries or even
continents).
- Virtual cloud network (VCN) and subnets
A VCN is a customizable,
software-defined network that you set up in an Oracle Cloud
Infrastructure region. Like traditional data center networks,
VCNs give you control over your network
environment. A VCN can have multiple
non-overlapping CIDR blocks that you can change
after you create the VCN. You can segment a VCN
into subnets, which can be scoped to a region or
to an availability domain. Each subnet consists of
a contiguous range of addresses that don't overlap
with the other subnets in the VCN. You can change
the size of a subnet after creation. A subnet can
be public or private.
- Registry
Oracle Cloud Infrastructure
Registry is an Oracle-managed registry that enables you
to simplify your development-to-production
workflow. Registry makes it easy for you to store,
share, and manage development artifacts, like
Docker images. The highly available and scalable
architecture of Oracle Cloud
Infrastructure ensures that you can deploy and manage your
applications reliably.
- Functions
Oracle Cloud Infrastructure
Functions is a fully managed, multitenant, highly
scalable, on-demand, Functions-as-a-Service (FaaS)
platform. It is powered by the Fn Project open
source engine. Functions enable you to deploy your
code, and either call it directly or trigger it in
response to events. Oracle Functions uses Docker
containers hosted in Oracle Cloud Infrastructure
Registry .
- Service
connectors
Oracle Cloud
Infrastructure Service Connector Hub is a cloud message bus
platform that orchestrates data movement between
services in OCI. You can use service connectors to
move data from a source service to a target
service. Service connectors also enable you to
optionally specify a task (such as a function) to
perform on the data before it is delivered to the
target service.
You can
use Oracle Cloud
Infrastructure Service Connector Hub to quickly build a
logging aggregation framework for security
information and event management (SIEM) systems.
- Logging
Logging is a
highly scalable and fully managed service that
provides access to the following types of logs
from your resources in the cloud:
- Audit logs : Logs related to
events emitted by the Audit service.
- Service logs : Logs emitted
by individual services such as API Gateway,
Events, Functions, Load Balancing, Object Storage,
and VCN flow logs.
- Custom logs : Logs that
contain diagnostic information from custom
applications, other cloud providers, or an
on-premises environment.
- Streaming
Oracle Cloud
Infrastructure Streaming provides a fully managed, scalable,
and durable storage solution for ingesting
continuous, high-volume streams of data that you
can consume and process in real time. You can use
Streaming for ingesting high-volume data, such as
application logs, operational telemetry, web
click-stream data; or for other use cases where
data is produced and processed continually and
sequentially in a publish-subscribe messaging
model.
- Notifications
The Oracle Cloud Infrastructure
Notifications service broadcasts messages to distributed
components through a publish-subscribe pattern,
delivering secure, highly reliable, low latency,
and durable messages for applications hosted on
Oracle Cloud
Infrastructure .
Recommendations
Use the following recommendations as a starting point.
Your requirements might differ from the architecture described here.
- VCN
When you create a VCN, determine the number of CIDR blocks required and the size of each block based on the number of resources that you plan to attach to subnets in the VCN. Use CIDR blocks that are within the standard private IP address space.
Select CIDR blocks that don't overlap with any other network (in Oracle Cloud
Infrastructure , your on-premises data center, or another cloud provider) to which you intend to set up private connections.
After you create a VCN, you can change, add, and remove its CIDR blocks.
When you design the subnets, consider your traffic flow and security requirements. Attach all the resources within a specific tier or role to the same subnet, which can serve as a security boundary.
Use regional subnets.
- Security lists
Use security lists to define ingress and egress rules that apply to the entire subnet.
- Network security groups (NSGs)
You can use NSGs to define a set of ingress and egress rules that apply to specific VNICs. We recommend using NSGs rather than security lists, because NSGs enable you to separate the VCN's subnet architecture from the security requirements of your application.
- Cloud Guard
Apply Cloud Guard at
the tenancy level to cover the broadest scope and to reduce
the administrative burden of maintaining multiple
configurations.
You
can also use the Managed List feature to apply certain
configurations to detectors.
- Security Zones
For resources that require maximum security, Oracle recommends that you use security zones. A security zone is a compartment associated with an Oracle-defined recipe of security policies that are based on best practices. For example, the resources in a security zone must not be accessible from the public internet and they must be encrypted using customer-managed keys. When you create and update resources in a security zone, Oracle Cloud
Infrastructure validates the operations against the policies in the security-zone recipe, and denies operations that violate any of the policies.
- OCI Functions
Applications deployed through the OCI Functions service are highly available, scalable, secure, and
monitored. With OCI Functions , you can write code in Java, Python, Node, Go, Ruby, and
C# (and for advanced use cases, bring your own Dockerfile,
and Graal VM). You can then deploy your code, call it
directly or trigger it in response to events.
- OCI Registry
This architecture deploys a public D

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The diagram you downloaded is available in these formats:
- DRAWIO
- SVG
You can customize them for your organization using the associated tools:
- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

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# Deploy a secure landing zone that meets the CIS OCI Foundations Benchmark
- Source: https://docs.oracle.com/en/solutions/cis-oci-benchmark/index.html
- Date: 2025-02
- Type: reference-architecture
- Services: cloud-guard, vault, vcn, bastion
- Tags: security
## Summary (catalog)
CIS-compliant OCI landing zone with compartment-based organization, segregation of duties through IAM groups/policies. Supports standalone, hub-spoke, and DMZ VCN patterns. Zero Trust Packet Routing enabled.
## Architecture (fetched from source)
Architecture
The architecture starts with the compartment
design for the tenancy, along with groups and policies for the segregation of duties.
In OCI Core Landing Zone, provisioning of landing zone compartments within a
designated parent compartment is supported. Each of the landing zone compartments is
assigned a group with the appropriate permissions for managing resources in the compartment
and for accessing required resources in other compartments.
OCI Core Landing Zone has the ability to provision multiple VCNs, either in
standalone mode or as constituent parts of a hub-and-spoke architecture, or connected
through a DMZ VCN. The VCNs can either follow a general-purpose, three-tier network
topology or be oriented toward specific topologies for supporting OCI Kubernetes Engine (OKE) or Oracle Exadata Database
Service deployments. They are configured out-of-the-box with the necessary routing, with
their inbound and outbound interfaces properly secured.
The landing zone includes various pre-configured security services that can
be deployed in tandem with the overall architecture for a strong security posture. These
services are Oracle Cloud Guard , VCN flow logs, OCI Connector Hub , OCI Vault with customer-managed keys, OCI Vulnerability Scanning Service, Security Zones, and
Zero Trust Packet Routing (ZPR). Notifications are set using Topics and Events for
alerting administrators about changes in the deployed resources.
The following diagram illustrates this reference architecture.
Description of the illustration oci-core-landingzone.png
oci-core-landingzone-oracle.zip
The architecture has the following components:
- Tenancy
A tenancy is a secure and isolated partition that Oracle sets up within Oracle Cloud when you sign up for Oracle Cloud
Infrastructure . You can create, organize, and administer your resources in Oracle Cloud within your tenancy. A tenancy is synonymous with a company or organization. Usually, a company will have a single tenancy and reflect its organizational structure within that tenancy. A single tenancy is usually associated with a single subscription, and a single subscription usually only has one tenancy.
- Identity domain
An identity domain is a container
for managing users and roles, federating and provisioning users, securing
application integration through single sign-on (SSO) configuration, and
SAML/OAuth-based identity provider administration. It represents a user
population in Oracle Cloud Infrastructure and its associated configurations and
security settings (such as MFA).
- Policies
An Oracle Cloud Infrastructure Identity
and Access Management policy specifies who can access which resources, and how. Access is granted at the group and compartment level, which means you can write a policy that gives a group a specific type of access within a specific compartment, or to the tenancy.
- Compartments
Compartments are cross-regional logical partitions within an Oracle Cloud
Infrastructure tenancy. Use compartments to organize, control access, and set usage quotas for your Oracle Cloud resources. In a given compartment, you define policies that control access and set privileges for resources.
The resources in this landing zone template are
provisioned in the following compartments:
- A recommended enclosing compartment containing all
compartments listed below.
- A Network compartment for all the networking resources,
including the required network gateways.
- A Security compartment for the logging, key management, and
notifications resources.
- An App compartment for the application-related services,
including compute, storage, functions, streams, Kubernetes nodes, API
gateway, and so on.
- A Database compartment for all database resources.
- An optional compartment for Oracle Exadata Database
Service infrastructure.
The grayed out icons in the diagram indicate services
that are not provisioned by the template.
This compartment
design reflects a basic functional structure observed across different
organizations, where IT responsibilities are typically separated among
networking, security, application development, and database
administrators.
- Virtual cloud network (VCN) and subnets
A VCN is a customizable, software-defined network that you set up in an Oracle Cloud
Infrastructure region. Like traditional data center networks, VCNs give you control over your network environment. A VCN can have multiple non-overlapping CIDR blocks that you can change after you create the VCN. You can segment a VCN into subnets, which can be scoped to a region or to an availability domain. Each subnet consists of a contiguous range of addresses that don't overlap with the other subnets in the VCN. You can change the size of a subnet after creation. A subnet can be public or private.
The template can deploy VCNs for different workload types,
including three-tier VCNs for typical three-tier web-based applications, OCI Kubernetes Engine applications and Oracle Exadata Database
Service .
- Internet gateway
An internet gateway allows traffic between the public subnets in a VCN and the public internet.
- Dynamic routing gateway (DRG)
The DRG is a
virtual router that provides a path for private network traffic between
on-premises networks and VCNs and can also be used to route traffic between VCNs
in the same region or across regions.
- NAT gateway
A NAT gateway enables private resources in a VCN to access hosts on the internet, without exposing those resources to incoming internet connections.
- Service gateway
The service gateway provides access from a VCN to other services, such as Oracle Cloud
Infrastructure Object Storage . The traffic from the VCN to the Oracle service travels over the Oracle network fabric and does not traverse the internet.
- Oracle services network
The Oracle Services Network (OSN) is a conceptual network in Oracle Cloud
Infrastructure that is reserved for Oracle services. These services have public IP addresses that you can reach over the internet. Hosts outside Oracle Cloud can access the OSN privately by using Oracle Cloud
Infrastructure FastConnect or VPN Connect. Hosts in your VCNs can access the OSN privately through a service gateway.
- Network security groups (NSGs)
NSGs act as virtual firewalls for your cloud resources. With the zero-trust security model of Oracle Cloud
Infrastructure you control the network traffic inside a VCN. An NSG consists of a set of ingress and egress security rules that apply to only a specified set of VNICs in a single VCN.
- Events
Oracle Cloud
Infrastructure services emit events, which are structured messages that describe the changes in resources. Events are emitted for create, read, update, or delete (CRUD) operations, resource lifecycle state changes, and system events that affect cloud resources.
- Notifications
OCI Notifications broadcasts messages to distributed components by using a low latency publish-subscribe pattern, delivering secure, highly reliable, durable messages for applications hosted on Oracle Cloud
Infrastructure .
- Vault
Oracle Cloud Infrastructure Vault enables you to centrally manage the encryption
keys that protect your data and the secret
credentials that you use to secure access to your
resources in the cloud. You can use the Vault
service to create and manage vaults, keys, and
secrets.
- Logs
Oracle Cloud Infrastructure Logging is a highly-scalable and fully-managed service that provides access to the following types of logs from your resources in the cloud:
- Audit logs: Logs related to events produced by OCI Audit .
- Service logs: Logs published by individual services such as OCI API Gateway , OCI Events , OCI Functions , OCI Load Balancing , OCI Object Storage , and VCN flow logs.
- Custom logs: Logs th

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The diagram you downloaded is available in these formats:
- DRAWIO
- SVG
You can customize them for your organization using the associated tools:
- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

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# Implement a cloud-native DICOM store on Oracle Cloud Infrastructure
- Source: https://docs.oracle.com/en/solutions/cloud-native-dicom-on-oci/index.html
- Date: 2025-12
- Type: reference-architecture
- Services: oke, object-storage, adb-s
- Tags: healthcare, application, autonomous
## Summary (catalog)
Cloud-native DICOM store on OKE with Object Storage for medical images and ADB-S for metadata. DICOMweb API compliance for interoperability with medical imaging systems.
## Architecture (fetched from source)
Architecture
This architecture implements a DICOM store on Oracle Cloud
Infrastructure .
The following diagram illustrates this reference architecture.
Description of the illustration dicom-oci-diagram.png
oci-dicom-store-oracle.zip
The architecture has the following components:
- Oracle Cloud
Infrastructure
Oracle Cloud
Infrastructure (OCI) is Oracle's cloud computing platform
that provides a comprehensive suite of services for
building, deploying, and managing applications in the cloud.
Designed for enterprise performance and security, OCI offers
infrastructure as a service (IaaS), platform as a service
(PaaS), and other cloud services such as AI, machine
learning, networking, storage, and database solutions.
OCI provides high performance, scalability, and
cost-efficiency, supporting a wide range of workloads from
legacy enterprise applications to cloud-native services. It
is ideal for businesses seeking robust cloud capabilities
with strong support for hybrid and multi-cloud
architectures.
- Cloud-based data science platform
Oracle Cloud Infrastructure Data Science is a fully managed platform that enables data scientists
to build, train, deploy, and manage machine learning models
at scale. It provides a collaborative, secure environment
with integrated tools for the entire data science lifecycle,
including notebooks, automated model training, model
evaluation, and deployment.
Data
Science supports popular open-source frameworks like TensorFlow,
scikit-learn, PyTorch, and XGBoost, and offers seamless
integration with other OCI services such as Object Storage,
Data Flow, and AI Services. Backed by a wide selection of
CPU and GPU shapes, Data
Science helps organizations accelerate AI development, streamline
collaboration across teams, and operationalize machine
learning models efficiently in the cloud.
- AI model training and inference
AI
training and inference are the two core stages in the
lifecycle of an artificial intelligence model:
- Training is the process by which a model
learns from large datasets by adjusting its internal
parameters to recognize patterns, make predictions,
or perform specific tasks. This phase is
computationally intensive and requires powerful
hardware such as GPUs, as well as high-throughput
storage and networking.
- Inference is the stage where the trained
model is used to make predictions or decisions based
on new, unseen data. Inference typically needs to be
fast and scalable, especially in real-time
applications like medical imaging, fraud detection,
or virtual assistants.
Chosen by worlds leading AI companies such as
OpenAI and xAI, OCI Generative AI infrastructure has emerged as a leading platform for AI
model training and inference, offering a unique combination
of performance, scalability, and cost-efficiency.
- Security and Compliance
OCI offers a
comprehensive set of security and compliance features
designed to protect data, applications, and workloads across
the cloud environment. OCI provides built-in security at
every layer, including network security, identity and access
management (IAM), data encryption, threat detection, and
monitoring.
Key features include isolated
network virtualization, customer-controlled encryption keys,
security zones, and Oracle Cloud Guard for continuous monitoring and automated threat response.
OCI also supports compliance with major industry and
regulatory standards such as ISO, SOC, HIPAA, GDPR, and
FedRAMP, helping organizations meet strict data protection
and governance requirements.
These
capabilities make OCI a trusted platform for running
sensitive, mission-critical workloads securely and in
compliance with global standards.
- Orthanc
Orthanc is an open-source,
lightweight DICOM server designed to manage, store, and
share medical imaging data. It is widely used in hospitals
and research labs, and by developers to build imaging
workflows without relying on heavy commercial PACS (Picture
Archiving and Communication Systems).
Orthanc seamlessly integrates with OCI Object Storage and OCI Database with PostgreSQL , providing a DICOMweb API endpoint that enables users to
store, retrieve, and query DICOM images by using RESTful
APIs.
In this reference architecture,
Orthanc is deployed on OCI Container Instances or OCI Container Instances (OKE), eliminating the infrastructure management overhead
for our healthcare customers.
- OCI Object Storage
Actual DICOM images are stored in an
OCI Object Storage bucket.
OCI Object Storage offers highly durable, infinitely scalable, and secure
storage for any type of data—structured or unstructured.
Whether you're archiving medical images, serving media
files, or backing up enterprise workloads, OCI Object Storage provides low-latency access, built-in redundancy, and
tiered pricing to optimize cost and performance. It is
designed for modern cloud applications, integrates natively
with AI, analytics, and DevOps tools, and offers seamless
data lifecycle management, all with no up-front hardware
investment.
- OCI Database with PostgreSQL
In this reference architecture, Orthanc
is integrated with OCI Database with PostgreSQL to manage and index the non-image metadata associated
with DICOM files. While Orthanc can run without an external
database (using its built-in SQLite engine), integrating
with a managed and more powerful database such as OCI Database with PostgreSQL is recommended for scalability and performance.
- OCI Kubernetes Engine
Oracle Cloud Infrastructure Kubernetes Engine ( OCI Kubernetes Engine or OKE ) is a fully managed, enterprise-grade Kubernetes service
that simplifies container orchestration on Oracle Cloud.
With OKE, you get automated provisioning, scaling, and
updates, so you can deploy, run, and manage cloud-native
applications with less overhead.
Running
AI workloads on OKE gives you the best of both worlds: the flexibility of
containers and Kubernetes, combined with the power of OCIs
high-performance infrastructure. Whether you're training
models on GPU nodes or deploying inference at scale, OKE lets you manage AI pipelines with ease using your
favorite tools like TensorFlow, PyTorch, or Hugging
Face.
With automated scaling, GPU
support, integrated logging, and cost-efficient pricing, OKE makes it simple to build, run, and scale AI workloads in
production, all in a secure, enterprise-grade
environment.
- OCI FastConnect
OCI FastConnect offers dedicated, private network connectivity between
customers on-premises facility, such as a hospital, and Oracle Cloud , delivering high throughput, low latency, and predictable
performance for enterprise workloads. It bypasses the public
internet entirely, improving security and reliability for
hybrid and multicloud architectures.
But
what sets OCI FastConnect apart is its cost model: OCI doesnt charge for data
egress over Oracle Cloud , unlike other cloud providers that often impose steep
outbound data transfer fees. This creates significant cost
savings for data-heavy workloads like medical
imaging.
- OCI Roving Edge Device
OCI Roving
Edge Devices (REDs) help facilitate DICOM data transmission
and provide the necessary infrastructure for local
inference. They bring the power of Oracle Cloud to the edge: rugged, portable, high-performance nodes
that let you run applications, process data, and deploy AI
models in disconnected or remote environments.
REDs enable low-latency edge computing with
full compatibility with OCI services. You can preload VMs,
containers, and data, then synchronize with the cloud when
connectivity is available.
Recommendations
Use the following recommendations as a starting point
for implementing a DICOM store on Oracle Cloud
Infrastructure . Your requirements mi

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# Deploy a microservices-based application in Kubernetes connected to an autonomous database
- Source: https://docs.oracle.com/en/solutions/cloud-native-ecommerce/index.html
- Date: 2025-04
- Type: reference-architecture
- Services: oke, adb-s, api-gateway, streaming, waf, vault, functions
- Tags: application, autonomous
## Summary (catalog)
Cloud-native e-commerce on OKE with ADB-S. Regional VCN subnets, VM.Standard2.1 shapes, up to 1000 nodes. API Gateway for ingress, WAF + Vault for security, Streaming for event-driven microservices.
## Architecture (fetched from source)
Architecture
In a microservices architecture, each microservice performs a simple task, and communicates with clients or other microservices by using lightweight mechanisms such as REST API requests.
This reference architecture is for an e-commerce application that's composed of multiple polyglot microservices deployed as Docker containers in a Kubernetes cluster. Data persistence is achieved using an Oracle Autonomous Transaction
Processing database. Media and image files for the e-commerce application are stored in Oracle Cloud
Infrastructure Object Storage .
The following diagram illustrates the architecture.
Description of the illustration mushop-infrastructure.png
mushop-infrastructure-oracle.zip
The architecture has the following components:
- Region
An Oracle Cloud
Infrastructure region is a localized geographic area that contains one or more data centers, hosting availability domains. Regions are independent of other regions, and vast distances can separate them (across countries or even continents).
- Availability domain
Availability domains are standalone, independent data centers within a region. The physical resources in each availability domain are isolated from the resources in the other availability domains, which provides fault tolerance. Availability domains dont share infrastructure such as power or cooling, or the internal availability domain network. So, a failure at one availability domain shouldn't affect the other availability domains in the region.
- Fault domains
A fault domain is a grouping of hardware and infrastructure within an availability domain. Each availability domain has three fault domains with independent power and hardware. OCI Kubernetes Engine handles distribution of the nodes in the cluster across multiple fault domains. So your containerized application is protected against physical server failure, system maintenance, and power failure within an fault domain.
- Virtual cloud network (VCN) and subnets
A VCN is a customizable, software-defined network that you set up in an Oracle Cloud
Infrastructure region. Like traditional data center networks, VCNs give you control over your network environment. A VCN can have multiple non-overlapping CIDR blocks that you can change after you create the VCN. You can segment a VCN into subnets, which can be scoped to a region or to an availability domain. Each subnet consists of a contiguous range of addresses that don't overlap with the other subnets in the VCN. You can change the size of a subnet after creation. A subnet can be public or private.
- Service gateway
A service gateway provides access from a VCN to other services, such as Oracle Cloud
Infrastructure Object Storage . The traffic from the VCN to the Oracle service travels over the Oracle network fabric and does not traverse the internet.
- Network address translation (NAT) gateway
A NAT gateway enables private resources in a VCN to access hosts on the internet, without exposing those resources to incoming internet connections.
- Internet gateway
An internet gateway allows traffic between the public subnets in a VCN and the public internet.
- Autonomous Transaction
Processing
Oracle Autonomous Transaction
Processing is a self-driving, self-securing, self-repairing database service that is optimized for transaction processing workloads. You do not need to configure or manage any hardware, or install any software. Oracle Cloud
Infrastructure handles creating, backing up, patching, upgrading, and tuning the database.
- Object storage
OCI Object Storage provides access to large amounts of structured
and unstructured data of any content type,
including database backups, analytic data, and
rich content such as images and videos. You can
safely and securely store data directly from the
internet or from within the cloud platform. You
can scale storage without experiencing any
degradation in performance or service reliability.
In this architecture, the media assets of the application are stored in Oracle Cloud
Infrastructure Object Storage in a bucket of the standard storage class.
- Kubernetes Engine
Oracle Cloud Infrastructure Kubernetes Engine ( OCI Kubernetes Engine or OKE ) is a fully-managed, scalable, and highly available service that you can use to deploy your containerized applications to the cloud. You specify the compute resources that your applications require, and Kubernetes Engine provisions them on Oracle Cloud
Infrastructure in an existing tenancy. OKE uses Kubernetes to automate the deployment, scaling, and management of containerized applications across clusters of hosts.
The following diagram shows the interactions
between the containerized microservices in this architecture:
Description of the illustration mushop-infrastructure-expand.png
mushop-infrastructure-expand-oracle.zip
Traffic from the public internet is routed by the DNS service
through a web application firewall (WAF) to the load balancer, which forwards
the incoming requests to an Ingress (Nginx) microservice. The Ingress
microservice sends traffic to a Router (Traefik) microservice. Depending on the
nature of the requests, the Router microservice routes them to the appropriate
microservices in the application. Besides interacting with other microservices,
many of the microservices also interact with Oracle Cloud
Infrastructure services: OCI Object Storage , OCI API Gateway , OCI Functions , OCI Email Delivery , OCI Streaming , and Oracle Autonomous Database .
Recommendations
Use the following recommendations as a starting point. Your requirements might differ from the architecture described here.
- VCN
When you create a VCN, determine the number of CIDR blocks required and the size of each block based on the number of resources that you plan to attach to subnets in the VCN. Use CIDR blocks that are within the standard private IP address space.
Select CIDR blocks that don't overlap with any other network (in Oracle Cloud
Infrastructure , your on-premises data center, or another cloud provider) to which you intend to set up private connections.
After you create a VCN, you can change, add, and remove its CIDR blocks.
When you design the subnets, consider your traffic flow and security requirements. Attach all the resources within a specific tier or role to the same subnet, which can serve as a security boundary.
Use regional subnets.
Note:
The Terraform code to implement this architecture provisions the Oracle Autonomous Transaction
Processing database in the Oracle services network. If you prefer to expose only a private endpoint for the database, then you can adjust the Terraform code to attach the database to a private subnet, as shown in the architecture diagram.
- OCI Kubernetes Engine
In this architecture, the worker nodes in the Kubernetes
cluster use the VM.Standard2.1 shape, and they run on Oracle Linux. You can
create up to 1000 nodes in a cluster.
Considerations
When implementing this architecture, consider your requirements for the following parameters:
- Scalability
You can scale out your application by updating the number of worker nodes in the Kubernetes cluster, depending on the load. Similarly, you can scale in by reducing the number of worker nodes in the cluster. When you create a service on the Kubernetes cluster, you can create a load balancer to distribute service traffic among the nodes assigned to the service. This architecture uses a load balancer to handle incoming requests.
- Application availability
Fault domains provide resilience
within a single availability domain. You can also deploy instances or nodes that
perform the same tasks in multiple availability domains. This design removes
single points of failure by introducing redundancy. In this architecture, Oracle Cl

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# Configure JD Edwards Disaster Recovery by using OCI Full Stack Disaster Recovery
- Source: https://docs.oracle.com/en/solutions/config-jde-dr-fsdr/index.html
- Date: 2025-07
- Type: reference-architecture
- Services: compute, fsdr, base-db
- Tags: ha-dr, application
## Summary (catalog)
JD Edwards DR with Full Stack DR service. Automated failover of application tier, batch servers, and database. Cross-region block volume replication for JDE binary and config files.
## Architecture (fetched from source)
About Configuring JD Edwards Disaster Recovery by Using OCI Full Stack Disaster Recovery
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About Configuring JD Edwards
Disaster Recovery by Using OCI Full Stack Disaster Recovery
To ensure a robust, automated, and scalable disaster recovery (DR) strategy
for your JD Edwards (JDE) application hosted on Oracle Cloud
Infrastructure (OCI), use Oracle Cloud Infrastructure Full Stack Disaster Recovery (FSDR) service. FSDR ensures business continuity by orchestrating failover and
failback processes across regions for both infrastructure and application
components.
This document describes the JD Edwards architecture, and provides
the configuration and implementation procedures involved with setting up the
DR environment using OCI FSDR, while accounting for necessary security,
performance, and compliance requirements.
JD Edwards Architecture
This illustration outlines the JD Edwards application's deployment
architecture, featuring both primary and secondary regions.
Description of the illustration jdr-dr-fsdr.png
jde-dr-fsdr-oracle.zip
Primary Region
In the primary region, the JDE environment is deployed within a Virtual
Cloud Network (VCN) that is segmented into three dedicated subnets, which are
segregated by application resources functionality, as described below.
- Load balancer tier
The load balancer tier hosts
the OCI load balancer, which provides access to JDE web
services for end users.
- Application tier
The application tier contains
the core application components, including the enterprise
server, the web server, and the Application Interface
Services (AIS) server
- Management tier
The management tier includes
tools and services for JDE management and administration,
such as the deployment server and the Server Manager Console
server
- Database tier
In the database layer, the JDE
database is deployed on Autonomous Transaction
Processing Shared (ATP-S). Application servers connect to the database using endpoints.
Oracle Autonomous Data Guard is enabled, creating a standby database in the secondary region and ensuring
real-time data replication for high availability and disaster recovery.
- Storage and data protection
The block volume
groups used by compute instances are protected by
cross-region volume group replication, with the secondary
region configured as the replication target.
Secondary Region
The secondary region serves as the disaster recovery site and mirrors
critical components from the primary region.It contains:
- A replicated VCN structure that matches the primary regions network layout.
- A replica load balancer to ensure continuity of access during failover.
- A standby ATP-S database that is kept in sync with the primary by using Autonomous
Data Guard.
- Replicas of volume groups, which ensures data availability in the event of a primary
region failure.
Understand JD Edwards
Configuration-related Files
JDE relies on multiple configuration
files to manage connectivity between its components and other participating tiers, such as
databases and authentication services. These files play a critical role in
defining connection parameters, runtime settings, and integration behavior. Having a proper
understanding of these files and its contents is essential while configuring Disaster Recovery
(DR) scenario to ensure seamless application functionality.
Below is a summary of key configuration files:
sqlnet.ora
Purpose: Stores Oracle Wallet
configuration used by the application to securely
connect to the database.
Location: JDE Enterprise/Batch servers.
DR
Consideration: Ensure the wallet path
points to the valid wallet location of the DR
database.
File path:
Oracle_ClientHome /network/admin
tnsnames.ora
Purpose: Stores Net Service Names, which
act as aliases for database network addresses.
Location: JDE Enterprise, Batch, and Web
servers.
DR Consideration: Update with the
correct network address (FQDN/IP) of the DR
database.
File path on Enterprise/Batch Servers:
Oracle_ClientHome /network/admin
File path on Web Servers:
SM_Agent_Home /SCFHA/Target/ Managed
Instance /config
jde.ini
Purpose: Stores runtime configuration
for the JDE application, including database
connection details and security settings.
Location: JDE Enterprise and Batch
servers.
DR Consideration: Update the DB
SYSTEM SETTINGS section with the correct
server name for the DR environment.
File path:
JDE_HOME /e920/ini
jdbj.ini
Purpose: Contains JDBj driver settings
and database connection parameters for JDE
applications.
Location: JDE Web and AIS servers.
DR Consideration: Ensure the correct
server name is specified in the
JDBj-BOOTSTRAP DATA SOURCE
section.
File path:
SM_Agent_Home /SCFHA/Target/ Managed
Instance/ config
jas.ini
Purpose: Stores configuration for the
HTML Server component of EnterpriseOne web
clients.
Location: JDE Web servers.
DR Consideration: Update the
following:
- FORMSERVICE section with the
correct AIS host and port.
- Security section
with the appropriate OracleAccessSSOSignOffURL if SSO is
enabled.
File path:
SM_Agent_Home /SCFHA/Target/ Managed
Instance /config
rest.ini
Purpose: Holds configuration for the AIS
Server, including REST API paths, authentication
settings, and JAS server links.
Location: JDE AIS servers.
DR Consideration: Update the
following:
- BASIC CONFIG section with the
correct JAS host and port.
- Security section
with the updated IDCSSSOSignOffURL if SSO is enabled.
File path:
SM_Agent_Home /SCFHA/Target/ Managed
Instance /config
management-console.xml
Purpose: This XML file has information
about the different servers, their configurations,
and user access permissions.
Location: Server Manager Server
DR Consideration: Ensure
the correct hostname is specified in the management-console.xml
File path:
SM_Console_Home /SCFMC/targets/home
agent. properties
Purpose: Configuration file that has
settings for the Management Agent, a component
that interacts with the Management Console and
manages EnterpriseOne servers
Location: Server Manager Server
DR Consideration: Ensure the correct
server name is specified in the
agent.properties section.
File path:
SM_Console_Home /
SCFMC/config
Additional System-Level Updates
In addition to application configuration files,
the following system files should also be reviewed
and updated during a DR implementation:
- Linux hosts and fstab files: Ensure
valid IP addresses and FQDNs are defined.
- Windows hosts file: Update with current
IP and FQDN mappings as required.
- WebLogic wallet files: Must be updated
to reflect DR-specific database wallet to ensure
connectivity if database is Autonomous.
Properly maintaining and updating these
configuration files ensures that JDE continues to
function correctly in a Disaster Recovery
environment, minimizing downtime and maintaining
secure, consistent application connectivity.
Understand Full Stack Disaster
Recovery Concepts
When configuring and implementing FSDR, you will need to understand the
following concepts and terminologies.
-
DR Protection Group
- Definition: A DR
protection group inclu

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The diagram you downloaded is available in these formats:
- DRAWIO
- SVG
You can customize them for your organization using the associated tools:
- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

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# Connect Azure Kubernetes with Oracle Exadata Database Service on Oracle Database at Azure
- Source: https://docs.oracle.com/en/solutions/connect-azure-kube-with-oracle/index.html
- Date: 2025-02
- Type: reference-architecture
- Services: exacs, azure, oke
- Tags: application, multicloud, azure, database
## Summary (catalog)
AKS workloads connecting to ExaCS on Database@Azure. Network connectivity via VNet peering, connection pooling with Oracle Universal Connection Pool for Kubernetes pod scaling.
## Architecture (fetched from source)
Architecture
The architecture shows a containerized application deployed in Azure
Kubernetes Service (AKS) and Oracle Exadata Database
Service in a Microsoft Azure Region with automatic backups going to Oracle Database Autonomous
Recovery Service in the Azure Region or OCI Object Storage in the OCI Region.
Kubernetes is a portable, extensible, open source platform for managing
containerized workloads and services, that facilitates both declarative configuration
and automation. Kubernetes is considered a cornerstone technology for cloud native
computing and has a large, rapidly growing ecosystem. Kubernetes services, support, and
tools are widely available.
In this architecture a containerized application in AKS is in its own
application subnet. A Kubernetes cluster can contain multiple pods, each connecting to
its own respective Oracle Pluggable Database (PDB). The PDBs in the primary database are
deployed on Oracle Database@Azure that runs on Oracle Exadata Database Service on Dedicated
Infrastructure in an Azure Availability Zone. The container images are stored in the Azure container
registry. Users access the application externally through a public load balancer.
Cloud automation simplifies most lifecycle and management tasks for Oracle
Exadata Infrastructure and Oracle multitenant databases (CDBs and PDBs). For example,
adding servers and scaling OCPUs up and down, creating databases and database homes,
scheduling infrastructure maintenance, updating and upgrading the VM operating system,
Grid Infrastructure, and databases, performing backup and recovery operations, and even
enabling disaster recovery protections through Oracle Data Guard .
The following diagram illustrates this reference architecture.
Description of the illustration azure-kube-exadata-db.png
azure-kube-exadata-db-oracle.zip
The architecture has the following components:
- Regions
An Oracle Cloud
Infrastructure region is a localized geographic area that contains one or more data centers,
called availability domains. Regions are independent of other regions, and vast
distances can separate them (across countries or even continents).
An Azure region is a geographical area in which one or more physical Azure data centers, called availability zones, reside. Regions are independent of
other regions, and vast distances can separate them (across countries or even
continents).
Azure and OCI regions are localized geographic areas. For Oracle Database@Azure , an Azure region is connected to an OCI region, with availability zones (AZs) in Azure connected to availability domains (ADs) in OCI. Azure and OCI region pairs are selected to minimize distance and latency.
- Azure availability zone
An availability zone is a
physically separate data center within a region that is designed to be available
and fault tolerant. Availability zones are close enough to have low-latency
connections to other availability zones.
Subnet delegation is
Microsoft's ability to inject a managed service, specifically a
platform-as-a-service service, directly into your virtual network.
- Microsoft Azure Virtual Network
Microsoft Azure Virtual Network (VNet) is
the fundamental building block for your private network in
Azure. VNet enables many types of Azure resources, such as
Azure virtual machines (VM), to securely communicate with
each other, the internet, and on-premises networks.
Subnet delegation is Microsoft's ability to inject
a managed service, specifically a platform-as-a-service service, directly into
your virtual network.
- Exadata Database Service on Dedicated
Infrastructure
Oracle Exadata Database
Service delivers proven Oracle Database capabilities on purpose-built, optimized Oracle Exadata Cloud Infrastructure in the public cloud. Built-in cloud automation, elastic resource scaling,
security, and fast performance for OLTP, in-memory analytics, and converged
Oracle Database workloads help simplify management and reduce costs.
Oracle Exadata Cloud Infrastructure brings more CPU cores, increased storage, and a faster network fabric to the
public cloud. Oracle Exadata storage servers include Exadata RDMA Memory
(XRMEM), creating an additional tier of storage, boosting overall system
performance. Exadata combines XRMEM with innovative RDMA algorithms that bypass
the network and I/O stack, eliminating expensive CPU interrupts and context
switches.
Oracle Exadata Cloud Infrastructure increases the throughput of its 100 Gbps active-active Remote Direct Memory
Access over Converged Ethernet (RoCE) internal network fabric, providing a
faster interconnect than previous generations with extremely low-latency between
all compute and storage servers.
- Oracle Database Autonomous
Recovery Service
Oracle Database Autonomous
Recovery Service is a fully managed service designed to protect Oracle Databases from data
loss and cyber threats. It offers faster backups with reduced database overhead,
reliable recovery with validated backups, and real-time protection enabling
recovery to within less than a second of an outage or ransomware attack. This
service provides a centralized data protection dashboard and is recommended for
backing up Oracle Databases.
- Azure Kubernetes Services
Azure Kubernetes Service
(AKS) is a managed Kubernetes service offered by Microsoft Azure to deploy and
manage containerized applications. A Kubernetes cluster can contain multiple
pods.
- Oracle Database@Azure
Oracle Database@Azure is the Oracle Database service ( Oracle Exadata Database Service on Dedicated
Infrastructure and Oracle Autonomous Database Serverless ) running on Oracle Cloud Infrastructure (OCI), deployed in Microsoft Azure
data centers. The service offers features and price parity with OCI, users
purchase the service on Azure Marketplace.
Oracle Database@Azure integrates Oracle Exadata Database
Service , Oracle Real Application Clusters (Oracle
RAC) , and Oracle Data Guard technologies into the Azure platform. Users manage the service on the Azure
console and with Azure automation tools. The service is deployed in Azure
Virtual Network (VNet) and integrated with the Azure identity and access
management system. The OCI and Oracle Database generic metrics and audit logs
are natively available in Azure. The service requires users to have an Azure
subscription and an OCI tenancy. Oracle Autonomous Database is built on Oracle Exadata Cloud Infrastructure , is self-managing, self-securing, and self-repairing, helping eliminate
manual database management and human errors. Autonomous Database enables development of scalable AI-powered apps with any data using built-in
AI capabilities using your choice of large language model (LLM) and deployment
location.
Both Oracle Exadata Database
Service and Oracle Autonomous Database Serverless are easily provisioned through the native Azure Portal, enabling access to
the broader Azure ecosystem.
Customer commercial benefits
include using Azure commitments (MACC) for procuring Oracle Exadata Database
Service , OCI Object Storage and Oracle Cloud Infrastructure
Networking Data Transfer fees. It is possible to leverage existing Oracle licenses as
BYOL as well as license included, a collaborative support model and procurement
in Microsoft Azure Marketplace, all presented as one unified
bill.
- Control Plane
A Kubernetes control plane manages the resources for the worker nodes and pods within a Kubernetes cluster. The control plane components detect and respond to events, perform scheduling, and move cluster resources.
- Object storage
OCI Object Storage provides quick access to large amounts of structured and unstructured data of any content type, including database backups, analytic data, and rich content such as images and videos. You can safely and securely store data dire

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The diagram you downloaded is available in these formats:
- DRAWIO
- SVG
You can customize them for your organization using the associated tools:
- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

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# Perform cross-region disaster recovery for Oracle Essbase on OCI
- Source: https://docs.oracle.com/en/solutions/cross-region-dr-essbase-oci/index.html
- Date: 2025-10
- Type: reference-architecture
- Services: compute, fsdr, base-db
- Tags: ha-dr, application
## Summary (catalog)
Cross-region DR for Essbase on OCI. Full Stack DR for orchestrated failover of Essbase compute, database, and storage components. Block volume replication for Essbase data and configuration.
## Architecture (fetched from source)
Architecture
This architecture illustrates a cross-region disaster recovery setup
for Essbase on OCI, using VCN peering for secure connectivity between regions, automated volume
copy for Essbase servers, and schema export/import to synchronize data and ensure minimal downtime in
case one region fails.
The following diagram illustrates this reference architecture:
Description of the illustration essbase-oci-cross-region-dr.png
essbase-oci-cross-region-dr-oracle.zip
Deploy Essbase across two OCI regions. Use multiple availability domains and fault domains for
resilience within each region.
Use OCI FastConnect for dedicated links to both primary and secondary regions, to reduce reliance on the
public internet and provide higher bandwidth and reliability. Match virtual circuit
throughput to the selected port (1 Gbps or 10 Gbps). For inter-region private traffic,
use remote peering with Dynamic Routing Gateways (DRGs) to keep traffic off the public
internet.
Deploy bastion hosts in both regions for secure and auditable administration paths.
Apply multi-layer isolation and compartmentalization to clearly segment public,
application, and data tiers, and manage access with policies and quotas.
Tip:
Remember to add CIDR ranges for the VCN and subnets.
The architecture has the following components:
- OCI region
An OCI region
is a localized geographic area that contains one
or more data centers, hosting availability
domains. Regions are independent of other regions,
and vast distances can separate them (across
countries or even continents).
- Availability domain
Availability domains are standalone, independent data centers within a region. The physical resources in each availability domain are isolated from the resources in the other availability domains, which provides fault tolerance. Availability domains dont share infrastructure such as power or cooling, or the internal availability domain network. So, a failure at one availability domain shouldn't affect the other availability domains in the region.
- Fault domain
A
fault domain is a grouping of hardware and
infrastructure within an availability domain. Each
availability domain has three fault domains with
independent power and hardware. When you
distribute resources across multiple fault
domains, your applications can tolerate physical
server failure, system maintenance, and power
failures inside a fault domain.
- Compartment
Compartments
are cross-regional logical partitions within an
OCI tenancy. Use compartments to organize, control
access, and set usage quotas for your Oracle Cloud resources. In a given compartment, you define
policies that control access and set privileges
for resources.
- OCI virtual cloud
network and subnet
A virtual cloud
network (VCN) is a customizable, software-defined
network that you set up in an OCI region. Like
traditional data center networks, VCNs give you
control over your network environment. A VCN can
have multiple non-overlapping classless
inter-domain routing (CIDR) blocks that you can
change after you create the VCN. You can segment a
VCN into subnets, which can be scoped to a region
or to an availability domain. Each subnet consists
of a contiguous range of addresses that don't
overlap with the other subnets in the VCN. You can
change the size of a subnet after creation. A
subnet can be public or private.
- Security list
For
each subnet, you can create security rules that
specify the source, destination, and type of
traffic that is allowed in and out of the
subnet.
- Route table
Virtual
route tables contain rules to route traffic from
subnets to destinations outside a VCN, typically
through gateways.
- OCI FastConnect
Oracle Cloud
Infrastructure FastConnect creates a dedicated, private connection between your data center and OCI. FastConnect provides higher-bandwidth options and a more reliable networking experience when compared with internet-based connections.
- Remote
peering
Remote
peering enables private communication between
resources in different VCNs, which can be located
in the same or different OCI regions. Each VCN
uses its own Dynamic Routing Gateway (DRG) for
remote peering. The DRGs securely route traffic
between the VCNs over OCI's private backbone,
allowing resources to communicate using private IP
addresses without routing traffic over the
internet or through on-premises networks. Remote
peering removes the need for internet gateways or
public IP addresses for instances that need to
connect across regions.
- Dynamic routing gateway
(DRG)
The DRG is a
virtual router that provides a path for private
network traffic between VCNs in the same region,
between a VCN and a network outside the region,
such as a VCN in another OCI region, an
on-premises network, or a network in another cloud
provider.
- Network
address translation (NAT) gateway
A NAT
gateway enables private resources in a VCN to
access hosts on the internet, without exposing
those resources to incoming internet
connections.
- Service
gateway
A
service gateway provides access from a VCN to
other services, such as Oracle Cloud
Infrastructure Object Storage . The traffic from the VCN to the Oracle service
travels over the Oracle network fabric and does
not traverse the internet.
- Load balancer
Oracle Cloud
Infrastructure Load Balancing provides automated traffic distribution from a single entry point to multiple servers.
- OCI Compute
With Oracle Cloud Infrastructure
Compute , you can provision and manage compute hosts in the cloud. You can launch compute instances with shapes that meet your resource requirements for CPU, memory, network bandwidth, and storage. After creating a compute instance, you can access it securely, restart it, attach and detach volumes, and terminate it when you no longer need it.
- OCI Object Storage
OCI Object Storage provides access to large amounts of structured and unstructured data of any content type, including database backups, analytic data, and rich content such as images and videos. You can safely and securely store data directly from applications or from within the cloud platform. You can scale storage without experiencing any degradation in performance or service reliability.
Use standard storage for "hot" storage that you need to access quickly, immediately, and frequently. Use archive storage for "cold" storage that you retain for long periods of time and seldom or rarely access.
- Oracle Autonomous Data Warehouse
Oracle Autonomous Data Warehouse is a self-driving, self-securing, self-repairing database service that is optimized for data warehousing workloads. You do not need to configure or manage any hardware, or install any software. OCI handles creating, backing up, patching, upgrading, and tuning the database.
Recommendations
Use the following recommendations as a starting point.
Your requirements might differ from the architecture described here.
- Essbase : Use the same Essbase Marketplace image version in both the primary and standby regions. Because
Marketplace provides only the latest image, deploy the standby region at the same
time as the primary and upgrade both regions together to keep versions aligned.
After any upgrade to the primary region, remember to upgrade the standby region as
well, so both always use the same Essbase image version.
Follow the backup and restore instructions for Essbase Marketplace linked in Explore More .
- OCI FastConnect : Provides both primary and secondary region connectivity back to the
on-premises data centre. This approach protects against the network connection
failure to one of the regions.
- Multi-Layer Isolation and Compartmentalization : Clear segmentation between
public, application, and database resou

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The diagram you downloaded is available in these formats:
- DRAWIO
- SVG
You can customize them for your organization using the associated tools:
- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

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# Implement disaster recovery with cross-zonal Data Guard on Oracle Database@AWS
- Source: https://docs.oracle.com/en/solutions/cross-zone-dr-db-at-aws/index.html
- Date: 2025-08
- Type: reference-architecture
- Services: exacs, adg, aws
- Tags: database, multicloud, aws, ha-dr
## Summary (catalog)
Cross-AZ Data Guard on Database@AWS for HA. Synchronous redo transport between AZs for zero data loss. Fast-Start Failover for automatic database switchover on failure.
## Architecture (fetched from source)
About Implementing Disaster Recovery with Cross-Zone Data Guard on Oracle Database@AWS
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About Implementing Disaster Recovery with Cross-Zone Data Guard on Oracle Database@AWS
This solution playbook describes the Oracle Active Data Guard setup on Oracle Exadata Database Service on Dedicated
Infrastructure on Oracle Database@AWS across two availability zones in the same region. Oracle Database@AWS is the Oracle Database service running on Oracle Cloud Infrastructure (OCI), colocated in Amazon AWS data centers. Oracle Database@AWS offers Oracle Exadata Database Service on Dedicated
Infrastructure and Oracle Autonomous Database on Dedicated Exadata Infrastructure , natively integrated into the AWS platform. Oracle Data Guard enables you to synchronously transport the data from the primary to the standby database to ensure zero data loss.
Oracle Database@AWS offers built-in high availability and scalability with Oracle Real Application Clusters (Oracle
RAC) while ensuring low latency for AWS applications. Extending the solution with an Active Data Guard standby database hosted on another Oracle Exadata Cloud Infrastructure in another availability zone within the same region enhances availability and data protection in case of an entire availability zone outage.
Active Data Guard adds comprehensive data corruption prevention with automatic block repair, online upgrades and migrations, offload workload to standby with read-mostly scale-out, and enable Application Continuity to mask database outages during planned and unplanned events from end-users and ensure uninterrupted applications.
Oracle Exadata Database
Service on Oracle Database@AWS is certified at the Gold tier of Oracle Maximum Availability Architecture (MAA). This validation confirms that the service meets Oracles highest standards for high availability and disaster recovery, with support for failover across multiple AWS availability zones as well as across AWS regions. With Gold MAA certification, Oracle Exadata Database
Service on Oracle Database@AWS blends cloud flexibility with proven resilience, ensuring your mission-critical workloads stay protected from server failures as well as data center outages.
Before You Begin
Ensure your deployment meets the following requirement:
The configuration and deployment instructions in this solution playbook require the Exadata infrastructure and the Exadata VM Cluster to be already deployed in the standby availability zone, and that the network IP CIDR ranges for the primary and standby Exadata VM Clusters do not overlap.
Review the following resources:
- Oracle Exadata Database Service on Dedicated Infrastructure Overview
- Deploy Oracle
Database@AWS
Review these related solutions:
- Security best practices for your VPC in the Amazon Virtual Private Cloud User Guide
- Plan for AWS IP address space using ODB Network Design
About Required Services and
Roles
This solution requires the following services and roles:
- Oracle Cloud Infrastructure
Networking
- Oracle Exadata Database
Service
These are the roles needed for each service.
Service Name: Role
Required to...
Oracle Exadata Database
Service : manage database-family
Manage the database, including adding and operating Active Data Guard deployments
OCI Networking : manage vcn-family
Manage the network components, including VCNs, subnets, security rules, and VCN
peering
Title and Copyright Information
Implement Disaster Recovery with Cross-Zone Data Guard on Oracle Database@AWS
G40862-01
August 2025
Copyright © 2025,
Oracle and/or its affiliates.

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# Design network architecture for data and application integration workloads on OCI
- Source: https://docs.oracle.com/en/solutions/data-application-integration-workloads/index.html
- Date: 2025-11
- Type: reference-architecture
- Services: vcn, drg, fastconnect, oic, data-integration, adb-s
- Tags: networking, integration, multicloud, data-platform
## Summary (catalog)
4 integration patterns: single VCN, cross-VCN, cross-region, and multicloud. FastConnect+DRG for on-prem, RPC for cross-region. Multicloud via FastConnect+ExpressRoute/DirectConnect/PartnerInterconnect.
## Architecture (fetched from source)
Architecture
The provided architecture patterns, deployment steps, and connectivity models
offer a blueprint for implementing efficient and future-ready cloud integration
strategies.
Architecture pattern 1
The source system, data integration tool, and target system are all deployed within the same subnet, either public or private, inside a single VCN in OCI. The advantages include:
- Simplified network configuration and setup
- Low-latency communication between components
- Optimized data transfer performance
- Minimal security management due to co-location
- Ideal for high-throughput, intra-VCN integration workloads
The following diagram illustrates this reference architecture.
Description of the illustration integration-architecuture-pattern-1.png
integration-architecture-pattern-1-oracle.zip
Architecture pattern 2
The source system is located on-premises, the data integration tool is deployed in a private subnet within VCN 1, and the target system resides in a private subnet within VCN 2. Both VCNs are part of the same OCI tenancy. Connectivity between the on-premises environment and OCI is established using OCI FastConnect or VPN, while VCN peering or a dynamic routing gateway (DRG) enables communication between VCN 1 and VCN 2. The advantages include:
- Support for hybrid cloud integration with secure on-premises
connectivity
- Network segmentation and resource isolation across VCNs
- Secure and efficient data flow between components
- Dedicated or encrypted links for consistent performance
- Scaling for multi-tier or distributed integration workloads
The following diagram illustrates this reference architecture.
Description of the illustration integration-architecuture-pattern-2.png
integration-architecture-pattern-2-oracle.zip
Architecture pattern 3
The source system is hosted on-premises in region 1. The data integration tool is deployed in a private subnet within VCN 1 located in region 1, while the target system and Oracle Integration reside in a private subnet within VCN 2. To enable secure communication across these distributed environments, a remote peering connection (RPC) is used to link the VCNs across different OCI regions. A DRG facilitates the routing and management of this inter-region traffic. The advantages include:
- Secure, private connectivity between different regions and
tenancies
- Preventative exposure to the public internet for inter-VCN
communication
- Support for high-availability, multi-region deployment models
- Scalable architecture for global integration solutions
- Network isolation while enabling seamless data exchange
The following diagram illustrates this reference architecture.
Description of the illustration integration-architecuture-pattern-3.png
integration-architecture-pattern-3-oracle.zip
Architecture pattern 4
The source system is located on-premises in region 1. The data integration tool is deployed in a private subnet within VCN 1 in region 1, while the target system resides in a private subnet within VCN 2. The source system resides in a multicloud environment, spanning providers such as Google Cloud , Microsoft Azure , and Amazon Web Services (AWS). Seamless and secure connectivity between OCI and these cloud platforms is achieved using dedicated interconnect solutions:
- OCI to Google Cloud : OCI FastConnect + Google Partner
Interconnect ensures a private, low-latency link between OCI and Google Cloud .
- OCI to Azure : OCI FastConnect + Azure ExpressRoute (private peering) enables direct, secure connectivity while bypassing the public
internet.
- OCI to AWS : OCI FastConnect + AWS Direct Connect (private) provides dedicated network paths for optimized data transfer between
OCI and AWS .
The advantages include:
- High-performance, private connectivity across multiple cloud
platforms
- Low-latency, secure data transfer between OCI and third-party
clouds
- Compliance and governance by avoiding public internet routing
- Scalable, distributed integration architectures
- Flexibility for deploying cross-platform enterprise workloads
The following diagram illustrates this reference architecture.
Description of the illustration integration-architecuture-pattern-4.png
integration-architecture-pattern-4-oracle.zip
OCI delivers a comprehensive and flexible integration framework supporting
data and application synchronization across hybrid, multi-region, and multi-cloud
deployments. By leveraging its enterprise-grade services such as Oracle Data
Integrator , Oracle Data Transforms , and Oracle Integration and pairing them with robust networking constructs like DRGs, OCI FastConnect , and RPCs, organizations can implement highly secure, scalable, and resilient
architectures.
The architecture has the following components:
- Dynamic routing gateway
(DRG)
The DRG is a
virtual router that provides a path for private
network traffic between VCNs in the same region,
between a VCN and a network outside the region,
such as a VCN in another OCI region, an
on-premises network, or a network in another cloud
provider.
- OCI FastConnect
Oracle Cloud
Infrastructure FastConnect creates a dedicated, private connection between your data center and OCI. FastConnect provides higher-bandwidth options and a more reliable networking experience when compared with internet-based connections.
- Internet
gateway
An
internet gateway allows traffic between the public
subnets in a VCN and the public internet.
- Local
peering
Local peering allows two VCNs
within the same OCI region to communicate directly
using private IP addresses. This communication
does not traverse the internet or your on-premises
network. Local peering is enabled by a Local
Peering Gateway (LPG), which serves as the
connection point between VCNs. Configure an LPG in
each VCN and establish a peering relationship to
allow instances, load balancers, and other
resources in one VCN to securely access resources
in another VCN within the same region.
- Network security group
(NSG)
NSGs act as virtual firewalls for your cloud resources. With the zero-trust security model of OCI you control the network traffic inside a VCN. An NSG consists of a set of ingress and egress security rules that apply to only a specified set of virtual network interface cards (VNICs) in a single VCN.
- OCI virtual cloud
network and subnet
A virtual cloud
network (VCN) is a customizable, software-defined
network that you set up in an OCI region. Like
traditional data center networks, VCNs give you
control over your network environment. A VCN can
have multiple non-overlapping classless
inter-domain routing (CIDR) blocks that you can
change after you create the VCN. You can segment a
VCN into subnets, which can be scoped to a region
or to an availability domain. Each subnet consists
of a contiguous range of addresses that don't
overlap with the other subnets in the VCN. You can
change the size of a subnet after creation. A
subnet can be public or private.
- Route table
Virtual
route tables contain rules to route traffic from
subnets to destinations outside a VCN, typically
through gateways.
- Service
gateway
A
service gateway provides access from a VCN to
other services, such as Oracle Cloud
Infrastructure Object Storage . The traffic from the VCN to the Oracle service
travels over the Oracle network fabric and does
not traverse the internet.
- OCI Site-to-Site VPN
OCI Site-to-Site VPN provides IPSec VPN connectivity between your on-premises network and VCNs on OCI. The IPSec protocol suite encrypts IP traffic before the packets are transferred from the source to the destination and decrypts the traffic when it arrives.
- Oracle
Analytics Cloud
Oracle
Analytics Cloud is a scalable and

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The diagram you downloaded is available in these formats:
- DRAWIO
- SVG
You can customize them for your organization using the associated tools:
- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.
Note that all diagram components are ungrouped and in a single layer.

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# Data platform - decentralized data platform
- Source: https://docs.oracle.com/en/solutions/data-platform-decentralized/index.html
- Date: 2025-03
- Type: reference-architecture
- Services: adw, data-catalog, data-integration, object-storage
- Tags: data-platform, autonomous
## Summary (catalog)
Decentralized data lakehouse with domain-level ADB-S instances sharing data via Cloud Links or Delta Sharing. Centralized catalog, IaC onboarding per domain. Hub-spoke model with OCI backbone routing.
## Architecture (fetched from source)
Data Platform - Decentralized Data Platform
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- Data platform - decentralized data platform
- Data Platform - Decentralized Data
Platform
Data Platform - Decentralized Data
Platform
Use a data lakehouse to collect and analyze event and streaming data from
devices in real time and correlate it with a broad range of enterprise data resources to
gain the insights you want.
How best to support and empower your organizations various teams, such as
marketing, finance, or logistics, with the flexibility to work with their
domain-specific data while also enabling secure cross-domain data sharing and
consumption without duplicating data and creating data silos?
Adopt a domain-driven data architecture that provides teams and departments
across the organization with the agility and flexibility needed to efficiently use their
data and develop the data products essential for their business.
This reference architecture positions the technology solution within the
overall business context, where strategic intents drive the creation of measurable
strategic outcomes. These outcomes generate new strategic intents, effectively
delivering continuous, data-driven business improvements.
Description of the illustration decentralized-business-context.png
Each domain independently follows the high-level process shown above to
create its domain data products. Domain-driven data architectures provide the
flexibility that organizations require by avoiding reliance on a single point of
contention, such as a fully centralized data platform and IT team, and by fostering
agile innovation to produce trusted data products within each domain.
Description of the illustration decentralized-data-platform-overview.png
decentralized-data-platform-overview-oracle.zip
The objective of each domain is to acquire domain-related data and then to
produce data products that are consumed by other domains or final data consumers.
The domains can be:
- Source-aligned: Sources data directly from relevant domain data
sources, such as enterprise applications, and produces data products that are
consumed by aggregate or consumer-aligned domains. These data products represent the
source of truth for a particular domain. The data is granular, curated, and
foundational within and across domains.
- Aggregate: Consumes and combines source-aligned data, creating
aggregated and added-value data products that foster reuse, reduce duplication, and
comprise foundational business logic needed by consumer-aligned domains.
- Consumer-aligned: Consumes data from source-aligned and aggregate
domains to create data products that serve specific use cases and address data
consumer's needs within a given domain.
The data domain teams and their subject matter experts (SMEs) have the
flexibility to choose the technology needed to curate their data products, reducing the
friction and complexity of long technology selection processes, and reducing the time to
deliver data products.
The chosen technology is usually determined at an enterprise level so that
it adheres to security, scalability, resilience, and high-availability requirements.
This architecture assumes that any Oracle Cloud
Infrastructure (OCI) service used with a data lakehouse can be leveraged by any domain.
Data domain teams often use automation to deploy domain archetypes, making
preconfigured technologies available to quickly onboard new domains while ensuring that
enterprise-level requirements, such as security, are enforced.
After they are created, data products are then served to other domains or end
users and applications. Data products are continuously curated to provide information
and insights.
Data products can be of several types. A single data product can be served by
using more than one interface.
- Data sets
- APIs
- Dashboards
- Streams
- AI and machine learning (ML) models that address a specific need
This reference architecture uses primarily data sharing as the underlying
mechanism to provide and consume data products between domains.
Oracle Autonomous Data Warehouse enables data sharing and allows live sharing of data between Autonomous Data
Warehouse instances or with versioned data from any technology that is compliant with the Delta
Sharing open protocol.
Functional Architecture
This architecture depicts a decentralized platform where each domain is a
subset of the overall data platform and where each domain can choose the technologies and
services used.
The architecture uses a data lakehouse to store and provide data,
regardless of its shape or form. For simplicity's sake, the architecture will depict a
few domains that use a subset of the available data lakehouse services.
A decentralized data platform that uses a data lakehouse architecture
provides:
- An interoperable and modular lakehouse architecture where data domains
can ingest and curate any type of data for any use case
- Flexibility for each data domain to use the Oracle Cloud
Infrastructure (OCI) services needed to support the creation of their data products
- Curation of data products that can be shared securely by using data
sharing, streaming, APIs, dashboards, or applications
- Agility in creating data products, reducing interdomain dependencies
except those required for exchange of data products
- Increased data domain isolation and reduced data interchange complexity
by using accepted data interchange mechanisms and contracts to exchange data between
domains
- Increased data governance and data trust because knowledgeable subject
matter experts (SMEs) curate data and data products for their domains
- Ease of onboarding new data domains using infrastructure as code (IaC)
to automate deployment using prebuilt and tested Terraform stacks
- Resource and cost efficiency as data domain teams right-size the
specific services they use to create data products
- Appropriate cost accountability for each data domain with the option of
fine-grained cost control within the specific domains
The following diagram illustrates the functional architecture. For
simplicity's sake, only four data domains are shown and only some of the data lakehouse
capabilities that can be used by data domains are shown.
Description of the illustration decentralized-data-platform-logical.png
decentralized-data-platform-logical-oracle.zip
Because the particular industry and organization that deploys a decentralized
data platform determines the data domains, this reference architecture doesn't prescribe
how data domains should be defined. The data domains depicted are just one example.
The architecture focuses on the following logical divisions used by all
domains:
- Connect, Ingest, Transform
Connects to data sources and
ingests and refines their data for use in each of the data layers in the
architecture.
Source-aligned data domains source data from
internal and external data sources and from other domains consuming their data
products. Aggregate and Consumer-aligned data domains usually source their data
from other domains data products. All domains can source relevant domain data
from external sources.
- Persist, Curate, Create
Facilitates access and
navigation of the data to show the current business view. For relational
technologies, data may be logically or physically structured in simple
relational, longitudinal, dimensional or OLAP forms. For non-relational data,
this layer contains one or more pools of data, either output from an analytical
process or data optimized for a specific analytical task.
In
this layer, ea

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The diagram you downloaded is available in these formats:
- DRAWIO
- SVG
You can customize them for your organization using the associated tools:
- For DRAWIO format, use draw.io for Confluence, online at diagrams.net, or the desktop app. Go to diagrams.net for more information.
- For SVG format, use an SVG editor such as Inkscape or Sketsa SVG Editor, which are free and available for Windows, macOS, Linux.

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# Data platform - data lakehouse
- Source: https://docs.oracle.com/en/solutions/data-platform-lakehouse/index.html
- Date: 2024-10
- Type: reference-architecture
- Services: adw, object-storage, data-integration, data-catalog, streaming, goldengate
- Tags: data-platform, autonomous, ai-ml
## Summary (catalog)
Full data lakehouse with ADW + autoscaling, hybrid partitioned tables, Object Storage medallion architecture. Data Integration/Data Flow for ETL, GoldenGate Stream Analytics for real-time, AI/ML with Data Science.
## Architecture (fetched from source)
Data Platform - Data Lakehouse
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- Data platform - data lakehouse
- Data Platform - Data Lakehouse
Data Platform - Data Lakehouse
You can effectively collect and analyze event data and streaming data from internet of things (IoT) and social media sources, but how do you correlate it with the broad range of enterprise data resources to leverage your investment and gain the insights you want?
Leverage a cloud data lakehouse that combines the abilities of a data lake
and a data warehouse to process a broad range of enterprise and streaming data for
business analysis and machine learning.
This reference architecture positions the technology solution within the overall business
context, where strategic intents drive the creation of measurable strategic outcomes.
These outcomes generate new strategic intents, effectively delivering continuous,
data-driven business improvements.
Description of the illustration data-driven-business-context.png
A data lake enables an enterprise to store all of its data in a
cost-effective, elastic environment while providing the necessary processing,
persistence, and analytic services to discover new business insights. A data lake stores
and curates structured and unstructured data and provides methods for organizing large
volumes of highly diverse data from multiple sources.
With a data warehouse, you perform data transformation and cleansing before
you commit the data to the warehouse. With a a data lake, you ingest data quickly and
prepare it on the fly as people access it. A data lake supports operational reporting
and business monitoring that require immediate access to data and flexible analysis to
understand what is happening in the business while it is happening.
Functional Architecture
You can combine the abilities of a data lake and a data warehouse to provide
a modern data lakehouse platform that processes streaming and other types of data from a
broad range of enterprise data resources so that you can leverage the data for business
analysis, machine learning, data services, and data products.
A data lakehouse architecture combines the capabilities of both the data lake and the data warehouse to increase operational efficiency and to deliver enhanced capabilities that allow:
- Seamless data and information usage without the need to replicate it
across the data lake and data warehouse
- Diverse data type support in an enhanced multimodel and polyglot
architecture
- Seamless data ingest from any consumer using real time, streaming, batch,
application programming interface (API), and bulk ingestion mechanisms
- Continuous intelligence extraction from data using artificial intelligence (AI),
generative AI, and machine learning (ML) services
- The ability to infuse and serve intelligence to any data consumer by using API, user
interface, streaming, and integration mechanisms
- Governance and fine-grained data security that leverages a zero-trust
security model
- The ability to fully decouple storage and compute resources and to
consume only the resources needed at any point in time
- The ability to leverage multiple compute engines, including open source
engines, to process the same data for different use cases to achieve maximum data
repurposing, liquidity, and usage
- The ability to store data using different open file and table formats in the data
lake
- The ability to leverage Oracle Cloud
Infrastructure (OCI) native services that are managed by Oracle and that reduce
operational overhead
- Better cloud economics with autoscaling that adjusts cloud resources
infrastructure to match the actual demand
- Modularity so that service use is use-case driven
- Interoperability with any system or cloud that adheres to open
standards
- Support for a diverse set of use cases including streaming, analytics,
data science, and machine learning
- Support for different architectural approaches, from a centralized
lakehouse to a decentralized data mesh
The following diagram illustrates the functional architecture.
Description of the illustration lakehouse-functional.png
lakehouse-functional-oracle.zip
The architecture focuses on the following logical divisions:
- Connect, Ingest, Transform
Connects to data sources, ingests,
and refines their data for use in each of the data layers in the
architecture.
- Persist, Curate, Create
Facilitates access and navigation of the data to show the current business view. For relational technologies, data may be logically or physically structured in simple relational, longitudinal, dimensional or OLAP forms. For non-relational data, this layer contains one or more pools of data, either output from an analytical process or data optimized for a specific analytical task.
- Analyze, Learn, Predict
Abstracts the logical business view of the data for consumers. This abstraction facilitates agile approaches to development, migration to the target architecture, and the provision of a single reporting layer from multiple federated sources.
The architecture has the following functional components:
- Batch ingest
Batch ingest is useful for data that
can't be ingested in real time or that is too costly to adapt for real-time
ingestion. It is also important for transforming data into reliable and
trustworthy information that can be curated and persisted for regular
consumption. You can use the following services together or independently to
achieve a highly flexible and effective data integration and transformation
workflow.
-
Oracle Cloud Infrastructure Data
Integration is a fully managed, serverless, cloud-native
service that extracts, loads, transforms,
cleanses, and reshapes data from a variety of data
sources into target Oracle Cloud
Infrastructure services, such as Autonomous Data
Warehouse and Oracle Cloud
Infrastructure Object Storage . Users design data integration processes using
an intuitive, codeless user interface that
optimizes integration flows to generate the most
efficient engine and orchestration, automatically
allocating and scaling the execution environment.
ETL (extract transform
load) leverages fully-managed, scale-out
processing on Spark, and ELT (extract load
transform) leverages full SQL push-down
capabilities of the Autonomous Data
Warehouse in order to minimize data movement and to
improve the time to value for newly ingested data.
Oracle Cloud Infrastructure Data
Integration provides interactive exploration and data
preparation, and helps data engineers protect
against schema drift by defining rules to handle
schema changes.
-
Oracle Data
Integrator provides comprehensive data integration from
high-volume and high-performance batch loads, to
event-driven, trickle-feed integration processes,
to SOA-enabled data services. A declarative design
approach ensures faster, simpler development and
maintenance, and provides a unique approach to
extract load transform (ELT) that helps guarantee
the highest level of performance possible for data
transformation and validation processes. Oracle
data transforms use a web interface to simplify
the configuration and execution of ELT and to help
users build and schedule data and work flows using
a declarative design approach.
-
Oracle Data Transforms enable ELT for selected supported
technologies, simplifying the configuration and execution of data
pipelines by using a web user interface that allows users to
declaratively build and schedule data flows and workflows. Oracle Data
Transforms is available as a fully-managed environment within Oracle A

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