Google provides two metrics for monitoring the IndexEndpoint:
aiplatform.googleapis.com/matching_engine/current_shardsThe number of shards of the
DeployedIndex. As data is added and deleted, Vector Search automatically reshards the index to achieve optimal performance. This metric indicates the current number of shards of the deployed index.aiplatform.googleapis.com/matching_engine/current_replicasThe total number of active replica servers being used by the
DeployedIndex. To match query volume, Vector Search automatically turns up or down replica servers based on the minimum and maximum replica settings specified when deploying the index.If the index has multiple shards, each shard can be served by using a different number of replica servers. This metric is the total number of replica servers across all shards of the given index.
What's next
- Learn how to query your indexes to find their nearest neighbors.
- Learn how to select, query, and display these metrics in Metrics Explorer.