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Tools/Elasticsearch

Elasticsearch

Distributed search and analytics engine, commonly run as the storage/query layer of the ELK stack for logs, flow data, and full-text search. Paired with Kibana for visualization (the ELK stack proper) and with Elastiflow for network flow analytics. When the job is purely storing/querying logs rather than general full-text search, Loki (paired with Grafana instead of Kibana) is the lighter-weight open-source alternative — it indexes only labels, not full log text, trading full-text search power for much lower storage/CPU cost.

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