Have you followed the [instructions in the documentation](https://www.elastic.co/guide/en/elasticsearch/reference/5.6/tune-for-indexing-speed.html#tune-for-indexing-speed), especially around increasing the refresh_interval? Do you have X-Pack monitoring installed?

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