~/talk

Going Elastic

Talkat Codemotion Amsterdam 2016 · 2016-05-11..05-12· [data-engineering]
slides:none on file

Overview of the ELK stack with Beats added: Elasticsearch stores searchable, scored documents; Logstash parses/enriches (200+ plugins) and scales via queues; Kibana visualizes. Beats are lightweight Go agents (filebeat, topbeat, packetbeat) that ship metrics from thousands of servers and can send to Logstash or directly to Elasticsearch. Demo shows a Vagranted V5 preview ingesting ~4,000 events and ~2,000 HTTP transactions with one outlier >8.5s. New ingest nodes move simple parsing into Elasticsearch; graph and alerting are commercial plugins.

AI-written summary · about

  1. 0:00Introduction and speaker intro
  2. 1:07Elastic terminology explained
  3. 2:10History of Elasticsearch
  4. 4:16Full text search vs databases
  5. 4:58Kibana and Logstash introduction
  6. 7:29ELK stack and its mascot
  7. 9:15Enterprise use cases for Elasticsearch
  8. 9:56Introduction to Beats
  9. 11:22Elastic stack overview
  10. 13:07Beats vs Logstash comparison
  11. 15:57Timeline visualization demo
  12. 17:03Elastic cloud and commercial offerings
  13. 18:47Commercial plugins and features
  14. 20:15Version 5 and compatibility changes
  15. 21:21Ingest nodes in Elasticsearch
  16. 22:26Cloud Enterprise for on-premise
  17. 23:09Demo setup and prerequisites
  18. 23:53Kibana 5 interface overview
  19. 24:35Discover feature and log analysis
  20. 26:45Top Beat dashboard walkthrough
  21. 28:51Packet Beat HTTP metrics
  22. 31:18Packet Beat latency analysis
  23. 32:20Timeline visualization demo
  24. 34:04Graph API commercial plugin demo
  25. 37:20Summary and open source options
  26. 38:03Q&A session
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