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When you run your own Elasticsearch Instances

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So, Meltwater decided to run   their own ES setup   (on AWS, but still, their own instances). Why? In their own words — “ AWS Elasticsearch Service   allows us too little control, and   Elastic Cloud would cost us 2–3 times more than running directly on EC2 ” Go read   the entire post  — it is well worth it (especially the bit about sharding!), but the following performance tips are worth calling out 1. Limit searches to relevant data . Obvious, but lords, it’s amazing how much this one gets ignored. 2. Invest in Observability . Do you know where your resources are going? GC stats, io-wait, memory hogs, CPU usage, etc. etc. In particular, get really close and intimate with JVM performance tuning 3. Memory, not GC . Unless you’re really good, or have a real edge case, odds are that you’re not going to do much with the GC sub-system. Instead, focus on reducing memory allocation. 4. Azul Zin g for Memory . Basically, outsourcing your JVM management ...