We use ElasticSearch at my job for web front-end searches. Performance is critical, and for our purposes, the data is mostly static. We update the search indexes daily, but have no problems running on old indexes for weeks. The majority of the traffic to this cluster is search; it is a "read heavy" cluster. We had some performance hiccups at the beginning, but we worked closely with Shay Bannon of
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