SUMO-255292 | Apoorv | Fix PR comments

Author: Apoorvkudesia-sumologic

docs/integrations/microsoft-azure/azure-virtual-machine.md

@@ -20,7 +20,7 @@ The Sumo Logic app for Azure Virtual Machine allows you to collect your VM insta
 For Azure Virtual Machine, you can collect the following logs and metrics:
 
 * **Activity logs**. To learn more about the different Activity log category types and schemas collected for Azure Virtual Machine, refer to [Azure documentation](https://learn.microsoft.com/en-us/azure/virtual-machines/monitor-vm-reference#activity-log).
-* **Virtual Machine Metrics**. These metrics are available in [Microsoft.Compute/virtualMachines](https://learn.microsoft.com/en-us/azure/virtual-machines/monitor-vm-reference#metrics) namespace.
+* **Virtual Machine Metrics**. These metrics are available in [Microsoft.Compute/virtualMachines, Microsoft.Compute/virtualmachineScaleSets](https://learn.microsoft.com/en-us/azure/virtual-machines/monitor-vm-reference#metrics) namespace.
 
 For more information on supported metrics and their units, refer to the [Azure documentation](https://learn.microsoft.com/en-us/azure/virtual-machines/monitor-vm-reference#supported-metrics-for-microsoftcomputevirtualmachines).
 
@@ -29,7 +29,6 @@ For more information on supported metrics and their units, refer to the [Azure d
 Azure service sends monitoring data to Azure Monitor, which can then [stream data to Eventhub](https://learn.microsoft.com/en-us/azure/azure-monitor/essentials/stream-monitoring-data-event-hubs). Sumo Logic supports:
 
 * Logs collection from [Azure Monitor](https://docs.microsoft.com/en-us/azure/monitoring-and-diagnostics/monitoring-get-started) using our [Azure Event Hubs source](/docs/send-data/collect-from-other-data-sources/azure-monitoring/ms-azure-event-hubs-source/).
-* Metrics collection using our [HTTP Logs and Metrics source](/docs/send-data/collect-from-other-data-sources/azure-monitoring/collect-metrics-azure-monitor/) via Azure Functions deployed using the ARM template.
 
 You must explicitly enable diagnostic settings for each Virtual Machine you want to monitor. You can forward logs to the same event hub provided they satisfy the limitations and permissions as described [here](https://learn.microsoft.com/en-us/azure/azure-monitor/essentials/diagnostic-settings?tabs=portal#destination-limitations).
 
@@ -47,9 +46,10 @@ Rule Name: AzureObservabilityMetadataExtractionVMName
 ```sql title="Metric match expression"
 tenant_name=* namespace=Microsoft.Compute/virtualMachines resource_name=*
 ```
+
 | Fields extracted | Metric rule    |
-|------------------|----------------|
-| vmname  | $resource_name._1 |
+|:------------------|:----------------|
+| `vmname`  | `$resource_name._1` |
 
 ### Configure metrics collection
 
@@ -82,7 +82,7 @@ Since this source contains logs from multiple regions, make sure that you do not
 
 ## Installing the Azure Virtual Machine app
 
-Now that you have set up data collection, install the Azure Virtual Machine Sumo Logic app to use the pre-configured [dashboards](#viewing-the-azure-key-vault-dashboards) that provide visibility into your environment for real-time analysis of overall usage.
+Now that you have set up data collection, install the Azure Virtual Machine Sumo Logic app to use the pre-configured [dashboards](#viewing-the-azure-virtual-machine-dashboards) that provide visibility into your environment for real-time analysis of overall usage.
 
 import AppInstallNoDataSourceV2 from '../../reuse/apps/app-install-index-apps-v2.md';
 
@@ -96,60 +96,63 @@ import ViewDashboards from '../../reuse/apps/view-dashboards.md';
 
 ### Overview
 
-**Azure Virtual Machine - Overview** allows you to monitor and analyze your VM's usage metrics such as VM Availability, CPU usage, read/write ops, cache hits, VM usage, and average latencies. Gain insights into the performance of your VMs.
+**Azure Virtual Machine - Overview** dashboard allows you to monitor and analyze your VM's usage metrics such as VM Availability, CPU usage, read/write ops, cache hits, VM usage, and average latencies. Gain insights into the performance of your VMs.
 
-<img src={useBaseUrl('https://sumologic-app-data-v2.s3.amazonaws.com/dashboards/AzureKeyVaults/Azure-Key-Vaults-Overview.png')} alt="Azure Key Vault - Overview dashboard" style={{border: '1px solid gray'}} width="800" />
+<img src={useBaseUrl('https://sumologic-app-data-v2.s3.us-east-1.amazonaws.com/dashboards/AzureVM/Azure+VM+-+Overview.png')} alt="Azure Key Vault - Overview dashboard" style={{border: '1px solid gray'}} width="800" />
 
 ### OS/Disk
 
 **Azure VM  - OS/Disk** dashboard provides details on the operational activities and status of your Azure VM OS and Data disks
 
-<img src={useBaseUrl('https://sumologic-app-data-v2.s3.amazonaws.com/dashboards/AzureKeyVaults/Azure-Key-Vaults-Operations-Overview.png')} alt="Azure Key Vault  - Operations Overview dashboard" style={{border: '1px solid gray'}} width="800" />
+<img src={useBaseUrl('https://sumologic-app-data-v2.s3.us-east-1.amazonaws.com/dashboards/AzureVM/Azure+VM+-+OS%3AData+Disk.png')} alt="Azure Key Vault  - Operations Overview dashboard" style={{border: '1px solid gray'}} width="800" />
 
 ### Network
 
 **Azure VM - Network** dashboard provides detailed information about VM network activities based on incoming and outgoing packets and bytes.
-<img src={useBaseUrl('https://sumologic-app-data-v2.s3.amazonaws.com/dashboards/AzureKeyVaults/Azure-Key-Vaults-Operations-Detailed.png')} alt="Azure Key Vault - Operations Detailed dashboard" style={{border: '1px solid gray'}} width="800" />
+<img src={useBaseUrl('https://sumologic-app-data-v2.s3.us-east-1.amazonaws.com/dashboards/AzureVM/Azure+VM+-+Network.png')} alt="Azure Key Vault - Operations Detailed dashboard" style={{border: '1px solid gray'}} width="800" />
 
 ### Disk
 
-**Azure VM - Disk** dashboard provides details on the operational activities and status of your Azure VM disks and premium disks.
-<img src={useBaseUrl('https://sumologic-app-data-v2.s3.amazonaws.com/dashboards/AzureKeyVaults/Azure-Key-Vaults-Errors-and-Failures.png')} alt="Azure Key Vault - Errors and Failures dashboard" style={{border: '1px solid gray'}} width="800" />
+The **Azure VM - Disk** dashboard provides details on the operational activities and status of your Azure VM disks and premium disks.
+
+<img src={useBaseUrl('https://sumologic-app-data-v2.s3.us-east-1.amazonaws.com/dashboards/AzureVM/Azure+VM+-+Disk.png')} alt="Azure Key Vault - Errors and Failures dashboard" style={{border: '1px solid gray'}} width="800" />
 
 ### Administrative Operations
 
-**Azure VM - Administrative Operations** dashboard provides details on the operational activities and status of your Azure Virtual Machine resources Use this dashboard to monitor the distribution of operation types and their success rates to ensure proper functioning of your Virtual Machine. Identify potential issues by analyzing the top operations causing errors and correlating them with specific users or applications. Track recent write and delete operations to maintain an audit trail of changes made to your Virtual Machine.
-<img src={useBaseUrl('https://sumologic-app-data-v2.s3.amazonaws.com/dashboards/AzureKeyVaults/Azure-Key-Vaults-Administrative-Operations.png')} alt="Azure Key Vault - Administrative Operations dashboard" style={{border: '1px solid gray'}} width="800" />
+The **Azure VM - Administrative Operations** dashboard provides details on the operational activities and status of your Azure Virtual Machine resources. Use this dashboard to:
+* Monitor the distribution of operation types and their success rates to ensure proper functioning of your Virtual Machine.
+* Identify potential issues by analyzing the top operations causing errors and correlating them with specific users or applications.
+* Track recent write and delete operations to maintain an audit trail of changes made to your Virtual Machine.
+
+<img src={useBaseUrl('https://sumologic-app-data-v2.s3.us-east-1.amazonaws.com/dashboards/AzureVM/Azure+VM+-+Administrative+Operations.png')} alt="Azure Key Vault - Administrative Operations dashboard" style={{border: '1px solid gray'}} width="800" />
 
 ### Policy and Recommendations
 
-**Azure Virtual Machine - Policy and Recommendations** dashboard provides details on policy events and recommendations for your Azure Virtual Machine resources. Use this dashboard to monitor the success and failure rates of policy events to ensure proper configuration and compliance. Track and analyse recent recommendations to improve the performance and security of your Vaults setup. Identify trends in policy events and recommendations over time to proactively address potential issues.
-<img src={useBaseUrl('https://sumologic-app-data-v2.s3.amazonaws.com/dashboards/AzureKeyVaults/Azure-Key-Vaults-Policy-and-Recommendations.png')} alt="Azure Key Vault - Policy and Recommendations dashboard" style={{border: '1px solid gray'}} width="800" />
+The **Azure Virtual Machine - Policy and Recommendations** dashboard provides details on policy events and recommendations for your Azure Virtual Machine resources. Use this dashboard to:
+* Monitor the success and failure rates of policy events to ensure proper configuration and compliance.
+* Track and analyse recent recommendations to improve the performance and security of your Vaults setup.
+* Identify trends in policy events and recommendations over time to proactively address potential issues.
+  
+<img src={useBaseUrl('https://sumologic-app-data-v2.s3.us-east-1.amazonaws.com/dashboards/AzureVM/Azure+VM+-+Policy+and+Recommendations.png')} alt="Azure Key Vault - Policy and Recommendations dashboard" style={{border: '1px solid gray'}} width="800" />
 
 ### CPU
 
-**Azure VM - CPU** dashboard provides details on the CPU metrics and usage of your Azure VM CPU.
-<img src={useBaseUrl('https://sumologic-app-data-v2.s3.amazonaws.com/dashboards/AzureKeyVaults/Azure-Key-Vaults-Vault-Health.png')} alt="Azure Key Vault - Vault Health dashboard" style={{border: '1px solid gray'}} width="800" />
+The **Azure VM - CPU** dashboard provides details on the CPU metrics and usage of your Azure VM CPU.
+<img src={useBaseUrl('https://sumologic-app-data-v2.s3.us-east-1.amazonaws.com/dashboards/AzureVM/Azure+VM+-+CPU.png')} alt="Azure Key Vault - Vault Health dashboard" style={{border: '1px solid gray'}} width="800" />
 
 ### Cache
 
-**Azure VM - Cache** dashboard provides details on the status and usage of your Azure VM cache resources
-<img src={useBaseUrl('https://sumologic-app-data-v2.s3.amazonaws.com/dashboards/AzureKeyVaults/Azure-Key-Vaults-Compliance.png')} alt="Azure Key Vault - Compliance dashboard" style={{border: '1px solid gray'}} width="800" />
+The **Azure VM - Cache** dashboard provides details on the status and usage of your Azure VM cache resources.
+<img src={useBaseUrl('https://sumologic-app-data-v2.s3.us-east-1.amazonaws.com/dashboards/AzureVM/Azure+VM+-+Cache.png')} alt="Azure Key Vault - Compliance dashboard" style={{border: '1px solid gray'}} width="800" />
 
 ### Temp Disk
 
-**Azure VM - Temp Disk** dashboard provides details on the operational activities and status of your Azure VM Temp Disk.
+The **Azure VM - Temp Disk** dashboard provides details on the operational activities and status of your Azure VM Temp Disk.
 
-<img src={useBaseUrl('https://sumologic-app-data-v2.s3.amazonaws.com/dashboards/AzureKeyVaults/Azure-Key-Vaults-Compliance.png')} alt="Azure Key Vault - Compliance dashboard" style={{border: '1px solid gray'}} width="800" />
+<img src={useBaseUrl('https://sumologic-app-data-v2.s3.us-east-1.amazonaws.com/dashboards/AzureVM/Azure+VM+-+Temp+Disk.png')} alt="Azure Key Vault - Compliance dashboard" style={{border: '1px solid gray'}} width="800" />
 
 ## Create monitors for Azure Virtual Machine app
 
 import CreateMonitors from '../../reuse/apps/create-monitors.md';
 
-<CreateMonitors/>
-
-## Troubleshooting
-
-### HTTP Logs and Metrics Source used by Azure Functions
-
-To troubleshoot metrics collection, follow the instructions in [Collect Metrics from Azure Monitor > Troubleshooting metrics collection](/docs/send-data/collect-from-other-data-sources/azure-monitoring/collect-metrics-azure-monitor/#troubleshooting-metrics-collection).
+<CreateMonitors/>