Web Access Logs in Elasticsearch and Machine Learning

Elasticsearch and the machine learning features of X-Pack helps users quickly identify anomalies in their data to avoid costly outages or data loss. This presentation will give a live demo of how web access logs can be analyzed to help identify early signals for cascading failures and unusual users.


Join Steve Dodson, technical lead machine learning and Tom Grabowski, principal product manager machine learning, for a live demo covering:


  • Ingesting NGINX logs with filebeat
  • Analyzing these logs in machine learning
  • Data visualization in Kibana
  • Forecasting to predict resource requirements with machine learning

Steve Dodson

Machine Learning Tech Lead and Distinguished Engineer

Elastic

Tom Grabowski

R&D

Elastic

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