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Reference for AmlComputeCpuGpuUtilization table in Azure Monitor Logs.
| Attribute | Value |
|---|---|
| Category | Azure Resources |
| Basic Logs Eligible | ✗ No (source) |
| Supports Transformations | ✓ Yes (source) |
| Ingestion API Supported | ✗ No |
| Azure Monitor Tables Reference | View Documentation |
Source: Azure Monitor documentation
| Column Name | Type | Description |
|---|---|---|
| _BilledSize | real | The record size in bytes |
| _IsBillable | string | Specifies whether ingesting the data is billable. When _IsBillable isfalseingestion isn't billed to your Azure account |
| _ResourceId | string | A unique identifier for the resource that the record is associated with |
| _SubscriptionId | string | A unique identifier for the subscription that the record is associated with |
| CallerIpAddress | string | The caller IP address. |
| ClusterName | string | Compute cluster name for AmlCompute clusters. In case of singularity this would be VirtualCluster(VC) name. |
| CorrelationId | string | A GUID used to group together a set of related events. |
| DeviceId | string | DeviceId of GPU. |
| DeviceType | string | Type of compute, either CPU or GPU. |
| DurationMs | string | The duration of the operation in milliseconds. |
| Identity | string | Identity of the user or application that performed the operation. |
| Level | string | The severity level of the event. Must be one of Informational, Warning, Error, or Critical. |
| Location | string | The region of the resource emitting the event. |
| MetricName | string | Metric name. This would be Cpu/Gpu utilization metric eg. GpuMemoryUtilization, GpuUtilization, CpuUtilization etc. |
| NodeId | string | NodeId on the cluster. |
| OperationName | string | The name of the operation associated with the log entry. |
| OperationVersion | string | The api-version associated with the operation, if the operationName was performed using an API. |
| ResultDescription | string | The static text description of this operation. |
| ResultSignature | string | The sub status of the event. If this operation corresponds to a REST API call, this is the HTTP status code of the corresponding REST call. |
| ResultType | string | The status of the event. Typical values include Started, In Progress, Succeeded, Failed, Active, and Resolved. |
| RunId | string | Unique run identifier. |
| SourceSystem | string | The type of agent the event was collected by. For example,OpsManagerfor Windows agent, either direct connect or Operations Manager,Linuxfor all Linux agents, orAzurefor Azure Diagnostics |
| TenantId | string | The Log Analytics workspace ID |
| TimeGenerated | datetime | The timestamp (UTC) of the event. |
| Type | string | The name of the table |
| Utilization | string | Compute utilization of node. |
| WorkspaceId | string | Unique workspace identifer. |
| WorkspaceName | string | User friendly workspace identifier. |
This table collects data from the following Azure resource types:
microsoft.machinelearningservices/workspacesBrowse: 🏠 · Solutions · Connectors · Methods · Tables · Content · Parsers · ASIM Parsers · ASIM Products · 📊