Add GCE recommended alerts for GPU VMs #774
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,25 @@ | ||
| { | ||
| "displayName": "VM Instance - High GPU Memory Utilization (${INSTANCE_NAME})", | ||
| "documentation": { | ||
| "content": "This alert fires when the GPU memory utilization on the VM instance ${INSTANCE_NAME} rises above 90% for 5 minutes or more.", | ||
| "mimeType": "text/markdown" | ||
| }, | ||
| "userLabels": {}, | ||
| "conditions": [ | ||
| { | ||
| "displayName": "VM Instance - High GPU memory utilization (${INSTANCE_NAME})", | ||
| "conditionMonitoringQueryLanguage": { | ||
| "duration": "0s", | ||
| "trigger": { | ||
| "count": 1 | ||
| }, | ||
| "query": "{ fetch gce_instance\n | metric 'agent.googleapis.com/gpu/memory/bytes_used'\n | filter (metadata.system_labels.name == '${INSTANCE_NAME}')\n | filter metric.memory_state == 'used'\n | group_by 5m, [value_bytes_used_mean: mean(value.bytes_used)]\n | every 5m\n | group_by [metric.gpu_number, metric.model, metric.uuid, resource.instance_id, resource.project_id, resource.zone, metadata.system_labels.name], [value_bytes_used_mean_aggregate: aggregate(value_bytes_used_mean)]\n; fetch gce_instance\n | metric 'agent.googleapis.com/gpu/memory/bytes_used' \n | filter (metadata.system_labels.name == '${INSTANCE_NAME}')\n | group_by 5m, [value_bytes_used_mean: mean(value.bytes_used)]\n | every 5m\n | group_by [metric.gpu_number, metric.model, metric.uuid, resource.instance_id, resource.project_id, resource.zone, metadata.system_labels.name], [value_bytes_used_mean_aggregate: aggregate(value_bytes_used_mean)] }\n| ratio\n| mul (100)\n| cast_units ('%')\n| every 5m\n| condition val() > 0.9 '10^2.%'" | ||
| } | ||
| } | ||
| ], | ||
| "alertStrategy": { | ||
| "autoClose": "604800s" | ||
| }, | ||
| "combiner": "OR", | ||
| "enabled": true | ||
| } | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,25 @@ | ||
| { | ||
| "displayName": "VM Instance - High GPU Memory Utilization", | ||
| "documentation": { | ||
| "content": "This alert fires when the GPU memory utilization on any VM instance in the project rises above 90% for 5 minutes or more.", | ||
| "mimeType": "text/markdown" | ||
| }, | ||
| "userLabels": {}, | ||
| "conditions": [ | ||
| { | ||
| "displayName": "VM Instance - High GPU memory utilization", | ||
| "conditionMonitoringQueryLanguage": { | ||
| "duration": "0s", | ||
| "trigger": { | ||
| "count": 1 | ||
| }, | ||
| "query": "{ fetch gce_instance\n | metric 'agent.googleapis.com/gpu/memory/bytes_used'\n | filter metric.memory_state == 'used'\n | group_by 5m, [value_bytes_used_mean: mean(value.bytes_used)]\n | every 5m\n | group_by [metric.gpu_number, metric.model, metric.uuid, resource.instance_id, resource.project_id, resource.zone, metadata.system_labels.name], [value_bytes_used_mean_aggregate: aggregate(value_bytes_used_mean)]\n; fetch gce_instance\n | metric 'agent.googleapis.com/gpu/memory/bytes_used' \n | group_by 5m, [value_bytes_used_mean: mean(value.bytes_used)]\n | every 5m\n | group_by [metric.gpu_number, metric.model, metric.uuid, resource.instance_id, resource.project_id, resource.zone, metadata.system_labels.name], [value_bytes_used_mean_aggregate: aggregate(value_bytes_used_mean)] }\n| ratio\n| mul (100)\n| cast_units ('%')\n| every 5m\n| condition val() > 0.9 '10^2.%'" | ||
| } | ||
| } | ||
| ], | ||
| "alertStrategy": { | ||
| "autoClose": "604800s" | ||
| }, | ||
| "combiner": "OR", | ||
| "enabled": true | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,34 @@ | ||
| { | ||
| "displayName": "VM Instance - High GPU Utilization (${INSTANCE_NAME})", | ||
| "documentation": { | ||
| "content": "This alert fires when the GPU utilization on the VM instance (${INSTANCE_NAME}) rises above 90% for 5 minutes or more.", | ||
| "mimeType": "text/markdown" | ||
| }, | ||
| "userLabels": {}, | ||
| "conditions": [ | ||
| { | ||
| "displayName": "VM Instance - High GPU utilization (${INSTANCE_NAME})", | ||
| "conditionThreshold": { | ||
| "filter": "resource.type = \"gce_instance\" AND metric.type = \"agent.googleapis.com/gpu/utilization\" AND metadata.system_labels.name = \"${INSTANCE_NAME}\"", | ||
| "aggregations": [ | ||
| { | ||
| "alignmentPeriod": "300s", | ||
| "crossSeriesReducer": "REDUCE_NONE", | ||
| "perSeriesAligner": "ALIGN_MEAN" | ||
| } | ||
| ], | ||
| "comparison": "COMPARISON_GT", | ||
| "duration": "0s", | ||
| "trigger": { | ||
| "count": 1 | ||
| }, | ||
| "thresholdValue": 90 | ||
| } | ||
| } | ||
| ], | ||
| "alertStrategy": { | ||
| "autoClose": "604800s" | ||
| }, | ||
| "combiner": "OR", | ||
| "enabled": true | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,34 @@ | ||
| { | ||
| "displayName": "VM Instance - High GPU Utilization", | ||
| "documentation": { | ||
| "content": "This alert fires when the GPU utilization on any VM instance in the project rises above 90% for 5 minutes or more.", | ||
| "mimeType": "text/markdown" | ||
| }, | ||
| "userLabels": {}, | ||
| "conditions": [ | ||
| { | ||
| "displayName": "VM Instance - High GPU utilization", | ||
| "conditionThreshold": { | ||
| "filter": "resource.type = \"gce_instance\" AND metric.type = \"agent.googleapis.com/gpu/utilization\"", | ||
| "aggregations": [ | ||
| { | ||
| "alignmentPeriod": "300s", | ||
| "crossSeriesReducer": "REDUCE_NONE", | ||
| "perSeriesAligner": "ALIGN_MEAN" | ||
| } | ||
| ], | ||
| "comparison": "COMPARISON_GT", | ||
| "duration": "0s", | ||
| "trigger": { | ||
| "count": 1 | ||
| }, | ||
| "thresholdValue": 90 | ||
| } | ||
| } | ||
| ], | ||
| "alertStrategy": { | ||
| "autoClose": "604800s" | ||
| }, | ||
| "combiner": "OR", | ||
| "enabled": true | ||
| } |
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Mild preference to express these new recommended alerts as equivalent PromQL instead of MQL going forward
cc @lyanco
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Strong preference. We're announcing MQL Deprecation on July 17th.