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System ComponentsMiddleware

Database

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The database layer persists the analytics data produced by VSS, including behavior and metrics data, incidents, and verified results, so that services and agents can search and query it.

  • ELK - Elasticsearch, Logstash, and Kibana: ingest from Kafka or Redis Streams, indexing, retention policies, and dashboards.