Merge pull request #278181 from alexbuckgit/alexbuckgit/docutune-autopr-20240613-184702-7027085-ignore-build

[BULK] - DocuTune v1.4.1 - Standardize formatting of abbreviations (part 4)

Author: JamesJBarnett

articles/firewall/long-running-sessions.md

@@ -45,7 +45,7 @@ Session disconnection isn’t an issue for resilient applications that can handl
 
 ## Network security groups
 
-You can deploy [network security groups](../virtual-network/virtual-network-vnet-plan-design-arm.md#security) (NSGs) to protect against unsolicited traffic into Azure subnets. Network security groups are simple, stateful packet inspection devices that use the 5-tuple approach (source IP, source port, destination IP, destination port, and layer 4 protocol) to create allow/deny rules for network traffic. You allow or deny traffic to and from a single IP address, to and from multiple IP addresses, or to and from entire subnets. NSG flow logs help with auditing by logging information about IP traffic flowing through an NSG. To learn more about NSG flow logging, see [Introduction to flow logging for network security groups](../network-watcher/network-watcher-nsg-flow-logging-overview.md).
+You can deploy [network security groups (NSGs)](../virtual-network/virtual-network-vnet-plan-design-arm.md#security) to protect against unsolicited traffic into Azure subnets. Network security groups are simple, stateful packet inspection devices that use the 5-tuple approach (source IP, source port, destination IP, destination port, and layer 4 protocol) to create allow/deny rules for network traffic. You allow or deny traffic to and from a single IP address, to and from multiple IP addresses, or to and from entire subnets. NSG flow logs help with auditing by logging information about IP traffic flowing through an NSG. To learn more about NSG flow logging, see [Introduction to flow logging for network security groups](../network-watcher/network-watcher-nsg-flow-logging-overview.md).
 
 ## Next steps
 

articles/governance/blueprints/samples/caf-foundation/deploy.md

@@ -1,14 +1,14 @@
 ---
-title: Deploy CAF Foundation blueprint sample
+title: Deploy the CAF Foundation blueprint sample
 description: Deploy steps for the CAF Foundation blueprint sample including blueprint artifact parameter details.
 ms.date: 09/07/2023
 ms.topic: sample
 ---
-# Deploy the Microsoft Cloud Adoption Framework for Azure Foundation blueprint sample
+# Deploy the CAF Foundation blueprint sample
 
 [!INCLUDE [Blueprints deprecation note](../../../../../includes/blueprints-deprecation-note.md)]
 
-To deploy the Microsoft Cloud Adoption Framework for Azure (CAF) Foundation blueprint sample, the
+To deploy the CAF Foundation blueprint sample (provided by the Microsoft Cloud Adoption Framework for Azure), the
 following steps must be taken:
 
 > [!div class="checklist"]

articles/governance/blueprints/samples/caf-foundation/index.md

@@ -1,30 +1,24 @@
 ---
 title: CAF Foundation blueprint sample overview
-description: Overview and architecture of the Cloud Adoption Framework (CAF) for Azure Foundation blueprint sample.
+description: Overview and architecture of the CAF Foundation blueprint sample, provided by the Microsoft Cloud Adoption Framework for Azure.
 ms.date: 09/07/2023
 ms.topic: sample
 ---
 # Overview of the Microsoft Cloud Adoption Framework for Azure Foundation blueprint sample
 
 [!INCLUDE [Blueprints deprecation note](../../../../../includes/blueprints-deprecation-note.md)]
 
-The Microsoft Cloud Adoption Framework for Azure (CAF) Foundation blueprint deploys a set of core
-infrastructure resources and policy controls required for your first production grade Azure
-application. This foundation blueprint is based on the recommended pattern found in CAF.
+The CAF Foundation blueprint (provided by the Microsoft Cloud Adoption Framework for Azure) deploys a set of core infrastructure resources and policy controls required for your first production grade Azure application. This foundation blueprint is based on the recommended pattern found in the Cloud Adoption Framework.
 
 ## Architecture
 
-The CAF Foundation blueprint sample deploys recommended infrastructure resources in Azure that can
-be used by organizations to put in place the foundation controls necessary to manage their cloud
-estate. This sample will deploy and enforce resources, policies, and templates that will allow an
-organization to confidently get started with Azure.
+The CAF Foundation blueprint sample deploys recommended infrastructure resources in Azure that can be used by organizations to put in place the foundation controls necessary to manage their cloud estate. This sample will deploy and enforce resources, policies, and templates that will allow an organization to confidently get started with Azure.
 
 :::image type="complex" source="../../media/caf-blueprints/caf-foundation-architecture.png" alt-text="C A F Foundation, image describes what gets installed as part of C A F guidance for creating a foundation to get started with Azure." border="false":::
    Describes an Azure architecture which is achieved by deploying the C A F Foundation blueprint. It's applicable to a subscription with resource groups which consists of a storage account for storing logs, Log Analytics configured to store in the storage account. It also depicts Azure Key Vault configured with Microsoft Defender for Cloud standard setup. All these core infrastructures are accessed using Azure Active Directory and enforced using Azure Policy.
 :::image-end:::
 
-This implementation incorporates several Azure services used to provide a secure, fully monitored,
-enterprise-ready foundation. This environment is composed of:
+This implementation incorporates several Azure services used to provide a secure, fully monitored, enterprise-ready foundation. This environment is composed of:
 
 - An [Azure Key Vault](../../../../key-vault/general/overview.md) instance used to host secrets
   used for the VMs deployed in the shared services environment
@@ -46,8 +40,7 @@ enterprise-ready foundation. This environment is composed of:
   - Policy initiatives:
     - Enable Monitoring in Microsoft Defender for Cloud (100+ policy definitions)
 
-All these elements abide to the proven practices published in the
-[Azure Architecture Center - Reference Architectures](/azure/architecture/reference-architectures/).
+All these elements abide to the proven practices published in the [Azure Architecture Center - Reference Architectures](/azure/architecture/reference-architectures/).
 
 > [!NOTE]
 > The CAF Foundation lays out a foundational architecture for workloads.

articles/governance/blueprints/samples/caf-migrate-landing-zone/index.md

@@ -1,25 +1,20 @@
 ---
 title: CAF Migration landing zone blueprint sample overview
-description: Overview and architecture of the Cloud Adoption Framework (CAF) for Azure Migration landing zone blueprint sample.
+description: Overview and architecture of the CAF Migration landing zone blueprint sample, provided by the Microsoft Cloud Adoption Framework for Azure.
 ms.date: 09/07/2023
 ms.topic: sample
 ---
-# Overview of the Microsoft Cloud Adoption Framework for Azure Migration landing zone blueprint sample
+# Overview of the CAF Migration landing zone blueprint sample
 
 [!INCLUDE [Blueprints deprecation note](../../../../../includes/blueprints-deprecation-note.md)]
 
-The Microsoft Cloud Adoption Framework for Azure (CAF) Migration landing zone blueprint is a set of
-infrastructure to help you set up for migrating your first workload and manage your cloud estate in
-alignment with CAF.
+The CAF Migration landing zone blueprint (provided by the Microsoft Cloud Adoption Framework for Azure) is a set of infrastructure to help you set up for migrating your first workload and manage your cloud estate in alignment with the Cloud Adoption Framework.
 
 The [CAF Foundation](../caf-foundation/index.md) blueprint sample extends this sample.
 
 ## Architecture
 
-The CAF Migration landing zone blueprint sample deploys foundation infrastructure resources in Azure
-that can be used by organizations to prepare their subscription for migrating virtual machines in
-to. It also helps put in place the governance controls necessary to manage their cloud estate. This
-sample will deploy and enforce resources, policies, and templates that will allow an organization to
+The CAF Migration landing zone blueprint sample deploys foundation infrastructure resources in Azure that can be used by organizations to prepare their subscription for migrating virtual machines in to. It also helps put in place the governance controls necessary to manage their cloud estate. This sample will deploy and enforce resources, policies, and templates that will allow an organization to
 confidently get started with Azure.
 
 :::image type="complex" source="../../media/caf-blueprints/caf-migration-landing-zone-architecture.png" alt-text="C A F Migration landing zone, image describes what gets installed as part of C A F guidance for initial landing zone." border="false":::
@@ -29,26 +24,19 @@ confidently get started with Azure.
 This environment is composed of several Azure services used to provide a secure, fully monitored,
 enterprise-ready governance. This environment is composed of:
 
-- An [Azure Key Vault](../../../../key-vault/general/overview.md) instance used to host secrets
-  used for the Certificates, Keys, and Secrets deployed in the shared services environment
-- Deploy [Log Analytics](../../../../azure-monitor/overview.md) is deployed to ensure all actions
-  and services log to a central location from the moment you start your migration
-- Deploy [Azure Virtual Network](../../../../virtual-network/virtual-networks-overview.md) providing
-  an isolated network and subnets for your virtual machine.
+- An [Azure Key Vault](../../../../key-vault/general/overview.md) instance used to host secrets   used for the Certificates, Keys, and Secrets deployed in the shared services environment
+- Deploy [Log Analytics](../../../../azure-monitor/overview.md) is deployed to ensure all actions   and services log to a central location from the moment you start your migration
+- Deploy [Azure Virtual Network](../../../../virtual-network/virtual-networks-overview.md) providing an isolated network and subnets for your virtual machine.
 - Deploy [Azure Migrate Project](../../../../migrate/migrate-services-overview.md) for discovery and
-  assessment. We're adding the tools for Server assessment, Server migration, Database assessment,
-  and Database migration.
+  assessment. We're adding the tools for Server assessment, Server migration, Database assessment, and Database migration.
 
 All these elements abide to the proven practices published in the
 [Azure Architecture Center - Reference Architectures](/azure/architecture/reference-architectures/).
 
 > [!NOTE]
-> The CAF Migration blueprint lays out a landing zone for your workloads. You still need to perform
-> the assessment and migration of your Virtual Machines / Databases on top of this foundational
-> architecture.
+> The CAF Migration blueprint lays out a landing zone for your workloads. You still need to perform the assessment and migration of your Virtual Machines / Databases on top of this foundational architecture.
 
-For more information, see the
-[Microsoft Cloud Adoption Framework for Azure - Migrate](/azure/architecture/cloud-adoption/migrate/).
+For more information, see the [Microsoft Cloud Adoption Framework for Azure - Migrate](/azure/architecture/cloud-adoption/migrate/).
 
 ## Next steps
 

articles/governance/blueprints/samples/index.md

@@ -23,8 +23,8 @@ quality and ready to deploy today to assist you in meeting your various complian
 | [ISO 27001 App Service Environment/SQL Database workload](./iso27001-ase-sql-workload/index.md) | Provides more infrastructure to the [ISO 27001 Shared Services](./iso27001-shared/index.md) blueprint sample. |
 | [SWIFT CSP-CSCF v2020](./swift-2020/index.md) | Aides in SWIFT CSP-CSCF v2020 compliance. |
 | [UK OFFICIAL and UK NHS Governance](./ukofficial-uknhs.md) | Provides a set of compliant infrastructure patterns and policy guardrails that help toward UK OFFICIAL and UK NHS attestation. |
-| [CAF Foundation](./caf-foundation/index.md) | Provides a set of controls to help you manage your cloud estate in alignment with the [Microsoft Cloud Adoption Framework for Azure (CAF)](/azure/architecture/cloud-adoption/governance/journeys/index). |
-| [CAF Migrate landing zone](./caf-migrate-landing-zone/index.md) | Provides a set of controls to help you set up for migrating your first workload and manage your cloud estate in alignment with the [Microsoft Cloud Adoption Framework for Azure (CAF)](/azure/architecture/cloud-adoption/migrate/index). |
+| [CAF Foundation](./caf-foundation/index.md) | Provides a set of controls to help you manage your cloud estate in alignment with the [Microsoft Cloud Adoption Framework for Azure](/azure/architecture/cloud-adoption/governance/journeys/index). |
+| [CAF Migrate landing zone](./caf-migrate-landing-zone/index.md) | Provides a set of controls to help you set up for migrating your first workload and manage your cloud estate in alignment with the [Microsoft Cloud Adoption Framework for Azure](/azure/architecture/cloud-adoption/migrate/index). |
 
 ## Samples strategy
 

articles/governance/resource-graph/reference/supported-tables-resources.md

@@ -708,7 +708,7 @@ For sample queries for this table, see [Resource Graph sample queries for resour
 - microsoft.Network/expressRoutePorts (ExpressRoute Direct)
 - microsoft.Network/firewallPolicies (Firewall policies)
 - microsoft.Network/frontdoors (Front Doors)
-- microsoft.Network/FrontDoorWebApplicationFirewallPolicies (Web Application Firewall policies (WAF))
+- microsoft.Network/FrontDoorWebApplicationFirewallPolicies (Web Application Firewall (WAF) policies)
 - microsoft.network/ipallocations
 - microsoft.Network/ipGroups (IP Groups)
 - microsoft.Network/LoadBalancers (Load balancers)

articles/hdinsight-aks/flink/azure-service-bus-demo.md

@@ -333,12 +333,4 @@ This Flink source function, encapsulated within the `SessionBasedServiceBusSourc
 
 - To learn more about Azure Service Bus, refer to the [What is Azure Service Bus?](/azure/service-bus-messaging/service-bus-messaging-overview).
 - For guidance on creating topics, consult the [Service Bus Explorer](/azure/service-bus-messaging/explorer).
-- Apache, Apache Flink, Flink, and associated open source project names are [trademarks](../trademarks.md) of the [Apache Software Foundation](https://www.apache.org/) (ASF).
-
-
-
-
-
-
-
-
+- Apache, Apache Flink, Flink, and associated open source project names are [trademarks](../trademarks.md) of the [Apache Software Foundation (ASF)](https://www.apache.org/).

articles/hdinsight/hadoop/apache-hadoop-deep-dive-advanced-analytics.md

@@ -66,7 +66,7 @@ There are three scalable machine learning libraries that bring algorithmic model
 
 ### Apache Spark and Deep learning
 
-[Deep learning](https://www.microsoft.com/research/group/dltc/) is a branch of machine learning that uses *deep neural networks* (DNNs), inspired by the biological processes of the human brain. Many researchers see deep learning as a promising approach to artificial intelligence. Some examples of deep learning are spoken language translators, image recognition systems, and machine reasoning. To help advance its own work in deep learning, Microsoft has developed the free, easy-to-use, open-source [Microsoft Cognitive Toolkit](/cognitive-toolkit/). The toolkit is being used extensively by a wide variety of Microsoft products, by companies worldwide with a need to deploy deep learning at scale, and by students interested in the latest algorithms and techniques.
+[Deep learning](https://www.microsoft.com/research/group/dltc/) is a branch of machine learning that uses *deep neural networks (DNNs)*, inspired by the biological processes of the human brain. Many researchers see deep learning as a promising approach to artificial intelligence. Some examples of deep learning are spoken language translators, image recognition systems, and machine reasoning. To help advance its own work in deep learning, Microsoft has developed the free, easy-to-use, open-source [Microsoft Cognitive Toolkit](/cognitive-toolkit/). The toolkit is being used extensively by a wide variety of Microsoft products, by companies worldwide with a need to deploy deep learning at scale, and by students interested in the latest algorithms and techniques.
 
 ## Scenario - Score Images to Identify Patterns in Urban Development
 

articles/hdinsight/hadoop/apache-hadoop-use-hive-visual-studio.md

@@ -129,7 +129,7 @@ The following example relies on the `log4jLogs` table created in the previous pr
         > [!NOTE]  
         > Unlike `EXTERNAL` tables, dropping an internal table also deletes the underlying data.
 
-    * `STORED AS ORC`: Stores the data in *optimized row columnar* (ORC) format. ORC is a highly optimized and efficient format for storing Hive data.
+    * `STORED AS ORC`: Stores the data in *optimized row columnar (ORC)* format. ORC is a highly optimized and efficient format for storing Hive data.
 
     * `INSERT OVERWRITE ... SELECT`: Selects rows from the `log4jLogs` table that contain `[ERROR]`, then inserts the data into the `errorLogs` table.
 

articles/hdinsight/hdinsight-private-link.md

@@ -19,7 +19,7 @@ Private Link can be used in cross-network scenarios where virtual network peerin
 
 The use of Private Link to connect to an HDInsight cluster is an optional feature and is disabled by default. The feature is available only when the `resourceProviderConnection` network property is set to *outbound*, as described in the article [Restrict cluster connectivity in Azure HDInsight](./hdinsight-restrict-public-connectivity.md).
 
-When `privateLink` is set as *enabled*, internal [standard load balancers](../load-balancer/load-balancer-overview.md) (SLBs) are created, and an Azure Private Link service is provisioned for each SLB. The Private Link service is what allows you to access the HDInsight cluster from private endpoints.
+When `privateLink` is set as *enabled*, internal [standard load balancers (SLBs)](../load-balancer/load-balancer-overview.md) are created, and an Azure Private Link service is provisioned for each SLB. The Private Link service is what allows you to access the HDInsight cluster from private endpoints.
 
 ## Private link deployment steps
 Successfully creating a Private Link cluster takes many steps, so we've outlined them here. Follow each of the steps below to ensure everything is set up correctly.