updating reference

Author: aahill

articles/ai-services/agents/reference/monitor-service.md

@@ -21,73 +21,30 @@ See [Monitor Azure AI Agent Service](../how-to/metrics.md) for details on the da
 
 Here are the most important metrics we think you should monitor for Azure AI Agent Service. Later in this article is a longer list of all available Azure AI services metrics which contains more details on metrics in this shorter list. _Please see below list for most up to date information. We're working on refreshing the tables in the following sections._
 
-- Azure AI Agent Requests
-- Active Tokens
-- Generated Completion Tokens
-- Processed FineTuned Training Hours
-- Processed Inference Tokens
-- Processed Prompt Tokens
-- Provisioned-managed Utilization V2
-- Prompt Token Cache Match Rate
-- Time to Response
-- Time Between Tokens
-- Time to Last Byte
-- Normalized Time to First Byte
-- Tokens per Second
-- Runs
-- Indexed files
+- Model deploy failed
+- Model deploy Started
+- Model deploy Succeeded
+- Model Register Failed
+- Model Register Succeeded
+- Cancel Requested Runs
+- Cancelled Runs
+- Completed Runs
+- Errors
+- Failed Runs
+- Finalizing Runs
+- Not Responding Runs
+- Not Started Runs
+- Preparing Runs
+- Provisioning Runs
+- Queued Runs
+- Started Runs
+- Starting Runs
+- Warnings
+<!-- - Indexed files -->
 
-You can also monitor Content Safety metrics that are used by other Azure AI services. 
-- Blocked Volume
-- Harmful Volume Detected
-- Potential Abusive User Count
-- Safety System Event
-- Total Volume Sent for Safety Check 
-
-> [!NOTE]
-> The **Provisioned-managed Utilization** metric is now deprecated and is no longer recommended. This metric has been replaced by the **Provisioned-managed Utilization V2** metric.
-> Tokens per Second, Time to Response, Time Between Tokens are currently not available for pay-as-you-go (Standard) deployments. 
-
-Cognitive Services metrics have the category **Cognitive Services - HTTP Requests** in the following table. These metrics are legacy metrics that are common to all Azure AI Services resources. Microsoft no longer recommends that you use these metrics with Azure AI Agent Service.
-
-The following table lists the metrics available for the `Microsoft.CognitiveServices/accounts` resource type.
 
 [!INCLUDE [horz-monitor-ref-metrics-tableheader](~/reusable-content/ce-skilling/azure/includes/azure-monitor/horizontals/horz-monitor-ref-metrics-tableheader.md)]
-
-[!INCLUDE [Microsoft.CognitiveServices/account](~/reusable-content/ce-skilling/azure/includes/azure-monitor/reference/metrics/microsoft-cognitiveservices-accounts-metrics-include.md)]
-
-[!INCLUDE [horz-monitor-ref-metrics-dimensions-intro](~/reusable-content/ce-skilling/azure/includes/azure-monitor/horizontals/horz-monitor-ref-metrics-dimensions-intro.md)]
-
-[!INCLUDE [horz-monitor-ref-metrics-dimensions](~/reusable-content/ce-skilling/azure/includes/azure-monitor/horizontals/horz-monitor-ref-metrics-dimensions.md)]
-
-- ApiName
-- FeatureName
-- ModelDeploymentName
-- ModelName
-- ModelVersion
-- OperationName
-- Region
-- StatusCode
-- StreamType
-- UsageChannel
-
-[!INCLUDE [horz-monitor-ref-resource-logs](~/reusable-content/ce-skilling/azure/includes/azure-monitor/horizontals/horz-monitor-ref-resource-logs.md)]
-
-### Supported resource logs for Microsoft.CognitiveServices/accounts
-
-[!INCLUDE [<ResourceType/namespace>](~/reusable-content/ce-skilling/azure/includes/azure-monitor/reference/logs/microsoft-cognitiveservices-accounts-logs-include.md)]
-
-[!INCLUDE [horz-monitor-ref-logs-tables](~/reusable-content/ce-skilling/azure/includes/azure-monitor/horizontals/horz-monitor-ref-logs-tables.md)]
-
-### Azure OpenAI microsoft.cognitiveservices/accounts
-
-- [AzureActivity](/azure/azure-monitor/reference/tables/azureactivity#columns)
-- [AzureMetrics](/azure/azure-monitor/reference/tables/azuremetrics#columns)
-- [AzureDiagnostics](/azure/azure-monitor/reference/tables/azurediagnostics#columns)
-
-[!INCLUDE [horz-monitor-ref-activity-log](~/reusable-content/ce-skilling/azure/includes/azure-monitor/horizontals/horz-monitor-ref-activity-log.md)]
-
-- [AI + machine learning resource provider operations](/azure/role-based-access-control/resource-provider-operations#microsoftsearch)
+[!INCLUDE [Microsoft.MachineLearningServices/workspaces](~/reusable-content/ce-skilling/azure/includes/azure-monitor/reference/metrics/microsoft-machinelearningservices-workspaces-metrics-include.md)]
 
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