Elasticsearch

Overview

The Elasticsearch integration with Motadata AIOps enables comprehensive visibility into cluster and node performance through API-based data collection. It monitors thread pools, transport I/O, index operations, JVM health, cache efficiency, and disk I/O, providing complete observability into the stability and workload of Elasticsearch nodes.

Prerequisites

Ensure the following prerequisites are met before adding an Elasticsearch instance for monitoring:

Elasticsearch REST API endpoint is reachable from the Motadata server.
API user must have read access to _nodes/stats, _cluster/health, and _cat/indices endpoints.
Authentication (Basic or API key) must be configured if security is enabled.
Nodes should expose metrics in JSON format compatible with the Elasticsearch Stats API.

List of Supported KPIs

Node Information

Metric	Description	Type
elasticsearch.node.id	Unique ID of the Elasticsearch node.	String
elasticsearch.node.version	Elasticsearch version running on the node.	String
elasticsearch.node.name	Name of the Elasticsearch node.	String

Thread Pool Metrics

Metric	Description	Type
elasticsearch.node.thread.pool	Thread pool statistics group.	String
elasticsearch.node.thread.pool.threads	Total threads assigned to the pool.	Count
elasticsearch.node.thread.pool.queue.tasks	Tasks currently queued.	Count
elasticsearch.node.thread.pool.active.tasks	Currently active threads executing tasks.	Count
elasticsearch.node.thread.pool.rejected.tasks	Rejected task count.	Count
elasticsearch.node.thread.pool.max.threads	Maximum threads allowed in the pool.	Count
elasticsearch.node.thread.pool.completed.tasks	Completed task count.	Count

Node CPU Utilization

Metric	Description	Type
elasticsearch.node.cpu.utilized.percent	Node CPU utilization percentage.	Percent

Transport Layer Statistics

Metric	Description	Type
elasticsearch.node.transport.sent.bytes	Total bytes transmitted via transport layer.	Bytes
elasticsearch.node.transport.received.bytes	Total bytes received via transport layer.	Bytes
elasticsearch.node.transport.sent.packets	Total packets sent.	Count
elasticsearch.node.transport.received.packets	Total packets received.	Count

Indexing Metrics

Metric	Description	Type
elasticsearch.node.indices.indexing.index.time.ms	Time spent in index operations.	Milliseconds
elasticsearch.node.indices.indexing.delete.time.ms	Time spent deleting documents.	Milliseconds
elasticsearch.node.indices.indexing.throttle.time.ms	Indexing throttle duration.	Milliseconds

Get Operations

Metric	Description	Type
elasticsearch.node.indices.get.requests	Total number of GET requests.	Count
elasticsearch.node.indices.get.time.ms	Total time taken for GET operations.	Milliseconds
elasticsearch.node.indices.get.exists	Count of existing document GET requests.	Count
elasticsearch.node.indices.get.exists.time.ms	Time spent in EXISTS queries.	Milliseconds
elasticsearch.node.indices.current.get.requests	Currently executing GET requests.	Count

Search Metrics

Metric	Description	Type
elasticsearch.node.indices.search.queries	Total search queries executed.	Count
elasticsearch.node.indices.search.queries.time.ms	Time spent processing search queries.	Milliseconds
elasticsearch.node.indices.search.fetches	Total fetch operations.	Count
elasticsearch.node.indices.search.fetches.time.ms	Time spent fetching results.	Milliseconds
elasticsearch.node.indices.search.scrolls	Total scroll search operations.	Count
elasticsearch.node.indices.search.scrolls.time.ms	Time spent in scroll queries.	Milliseconds
elasticsearch.node.indices.search.suggestions	Suggest query count.	Count
elasticsearch.node.indices.search.suggestions.time.ms	Time spent generating suggestions.	Milliseconds

Merge, Refresh, and Flush Metrics

Metric	Description	Type
elasticsearch.node.indices.merges	Number of segment merge operations.	Count
elasticsearch.node.indices.merges.time.ms	Time spent merging index segments.	Milliseconds
elasticsearch.node.indices.refreshes	Number of refresh operations.	Count
elasticsearch.node.indices.refreshes.time.ms	Time spent in refresh.	Milliseconds
elasticsearch.node.indices.external.refreshes	External refresh count.	Count
elasticsearch.node.indices.external.refreshes.time.ms	Time spent in external refreshes.	Milliseconds
elasticsearch.node.indices.flushes	Total flush operations.	Count
elasticsearch.node.indices.periodic.flushes	Periodic flush count.	Count
elasticsearch.node.indices.flushes.time.ms	Time spent flushing data to disk.	Milliseconds
elasticsearch.node.indices.current.warmers	Current warmer operations.	Count
elasticsearch.node.indices.warmers	Total warmer operations executed.	Count
elasticsearch.node.indices.warmers.time.ms	Time spent in warm-up operations.	Milliseconds

Circuit Breaker Metrics

Metric	Description	Type
elasticsearch.node.breaker	Circuit breaker metrics.	String
elasticsearch.node.breaker.used.size.bytes	Estimated memory usage tracked by breaker.	Bytes
elasticsearch.node.breaker.limit.size.bytes	Memory limit before tripping.	Bytes
elasticsearch.node.breaker.tripped	Circuit breaker tripped count.	Count

Cache Metrics

Metric	Description	Type
elasticsearch.node.cache	Cache metrics group.	String
elasticsearch.node.cache.capacity.bytes	Total cache capacity.	Bytes
elasticsearch.node.cache.evictions	Cache evictions count.	Count

Disk I/O Metrics

Metric	Description	Type
elasticsearch.node.fs.io.reads	Disk read operations.	Count
elasticsearch.node.fs.io.writes	Disk write operations.	Count
elasticsearch.node.fs.io.read.bytes	Bytes read from disk.	Bytes
elasticsearch.node.fs.io.write.bytes	Bytes written to disk.	Bytes

JVM Heap and Memory

Metric	Description	Type
elasticsearch.node.jvm.heap.committed.bytes	Committed JVM heap memory.	Bytes
elasticsearch.node.jvm.heap.max.bytes	Maximum available JVM heap memory.	Bytes
elasticsearch.node.jvm.heap.used.bytes	Heap memory currently in use.	Bytes
elasticsearch.node.jvm.heap.used.percent	Percent of heap memory used.	Percent
elasticsearch.node.jvm.heap.free.bytes	Free heap memory.	Bytes
elasticsearch.node.jvm.non.heap.committed.bytes	Committed non-heap memory.	Bytes
elasticsearch.node.jvm.non.heap.used.bytes	Used non-heap memory.	Bytes
elasticsearch.node.jvm.non.heap.free.bytes	Free non-heap memory.	Bytes
elasticsearch.node.jvm.non.heap.used.percent	Non-heap memory usage percentage.	Percent

JVM Garbage Collection

Metric	Description	Type
elasticsearch.node.jvm.gc.young.collections	Count of young generation collections.	Count
elasticsearch.node.jvm.gc.young.collection.time.ms	Time spent in young GC.	Milliseconds
elasticsearch.node.jvm.gc.g1.concurrent.collections	Count of G1 concurrent collections.	Count
elasticsearch.node.jvm.gc.g1.concurrent.collection.time.ms	Time spent in G1 concurrent GC.	Milliseconds
elasticsearch.node.jvm.gc.old.collections	Count of old generation collections.	Count
elasticsearch.node.jvm.gc.old.collection.time.ms	Time spent in old GC.	Milliseconds

JVM Buffer Pools

Metric	Description	Type
elasticsearch.node.jvm.buffer.pools.mapped.buffers	Number of mapped buffers.	Count
elasticsearch.node.jvm.buffer.pools.mapped.used.bytes	Bytes used by mapped buffers.	Bytes
elasticsearch.node.jvm.buffer.pools.mapped.capacity.bytes	Total capacity of mapped buffers.	Bytes
elasticsearch.node.jvm.buffer.pools.directs	Count of direct buffers.	Count
elasticsearch.node.jvm.buffer.pools.direct.used.bytes	Bytes used by direct buffers.	Bytes
elasticsearch.node.jvm.buffer.pools.direct.capacity.bytes	Capacity of direct buffers.	Bytes
elasticsearch.node.jvm.buffer.pools.mapped.nonvolatiles	Count of non-volatile mapped buffers.	Count
elasticsearch.node.jvm.buffer.pools.mapped.nonvolatile.used.bytes	Bytes used by non-volatile mapped buffers.	Bytes
elasticsearch.node.jvm.buffer.pools.mapped.nonvolatile.capacity.bytes	Capacity of non-volatile mapped buffers.	Bytes

Elasticsearch

Overview​

Prerequisites​

List of Supported KPIs​

Node Information​

Thread Pool Metrics​

Node CPU Utilization​

Transport Layer Statistics​

Indexing Metrics​

Get Operations​

Search Metrics​

Merge, Refresh, and Flush Metrics​

Circuit Breaker Metrics​

Cache Metrics​

Disk I/O Metrics​

JVM Heap and Memory​

JVM Garbage Collection​

JVM Buffer Pools​