Add GCE recommended alerts for GPU VMs - #774
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| platform: GCP | ||
| - | ||
| id: gpu-utilization-too-high | ||
| description: "Monitors GPU utilization across all GCE VMs in the current project and will notify you if the GPU utilization on any VM instance rises above 90% for 5 minutes or more. This requires the Ops Agent to be installed on VMs to collect the gpu utilization metric." |
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gpu -> GPU (update for all descriptions please)
| "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.%'" |
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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.
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b/343920635
This PR adds 4 new alert templates covering:
agent.googleapis.com/gpu/memory/bytes_used, and the queries are implemented using MQL.Screenshots of alert notifications: