How do I monitor my Amazon Elasticsearch Service cluster using CloudWatch alarms?
Last updated: 2021-04-19
I want to monitor my Amazon Elasticsearch Service (Amazon ES) cluster for stability issues. How can I effectively monitor my Elasticsearch cluster?
Important: Different versions of Elasticsearch use different thread pools to process calls to the _index API.
Elasticsearch versions 1.5 and 2.3 use the index thread pool.
Elasticsearch versions 5.x, 6.0, and 6.2 use the bulk thread pool. (Currently, the Amazon ES console doesn't include a graph for the bulk thread pool.)
Elasticsearch versions 6.3 and later use the write thread pool.
You can configure your Amazon ES metric alarms like this:
MasterReachableFromNode: Statistic = Maximum Value = ‘=0’ Frequency = 1 period Period = 1 minute Issue: Leader node is down KibanaHealthyNodes: Statistic = Average Value = ‘=0’ Frequency = 1 period Period = 1 minute Issue: kibana is unhealthy DiskQueueDepth: Statistic = Average Value = ‘>=100' Frequency = 1 period Period = 5 minutes Issue: Disk Queue Depth is the number of I/O requests that are queued at a time against the storage. This could indicate a surge in requests or Amazon EBS throttling, resulting in increased latency. ThreadpoolIndexQueue and ThreadpoolSearchQueue: Statistic = Maximum Value = ‘>=20’ Frequency = 1 period Period = 1 minute Issue: Indicates that there are requests getting queued up, which can be rejected. To verify the request status, check the CPU Utilization and Threadpool Index or Search rejects.
To set up an Amazon CloudWatch alarm for your Elasticsearch cluster, perform the following steps:
1. Open the Amazon CloudWatch console.
2. Go to the Alarm tab.
3. Choose Create Alarm.
4. Choose Select Metric.
5. Choose ES for your metric.
6. Select Per-Domain and Per-Client Metrics.
7. Select a metric and choose Next.
8. Configure the following settings for your Amazon CloudWatch alarm:
Statistic = Maximum Period to 1 minute Threshold type = Static Alarm condition = Greater than or equal to Threshold value = 1
9. Choose the Additional configuration tab.
10. Update the following configuration settings:
Datapoints to alarm = Frequency stated above Missing data treatment = Treat missing data as ignore (maintain the alarm state)
11. Choose Next.
12. Choose the action you want your alarm to take, and choose Next.
13. Set a name for your alarm, and then choose Next.
14. Choose Create Alarm.
Note: If the alarm is triggered for CPUUtilization or JVMMemoryPressure, check your Amazon CloudWatch metrics to see if there is a spike coinciding with incoming requests. In particular, monitor these Amazon CloudWatch metrics: IndexingRate, SearchRate, and ElasticsearchRequests.