Log – collection, analysis and correlation of events

Log – collection, analysis and correlation of events

Participants will learn how to design and implement a comprehensive logging pipeline, collect, process and enrich logs, use searchable storage systems, apply advanced event analysis and correlation techniques, and create effective dashboards for visualising logging data.

Topics

Logging and logging formats; Logging pipeline architecture; Log collection; Techniques for processing, filtering and transforming logs; Log enrichment; Log storage systems and full-text search; Log analysis techniques; Event correlation; Dashboarding and visualisation.

Target

Requirements
Basic knowledge of computer systems, the fundamentals of networking, a basic understanding of distributed systems, and familiarity with the configuration of systems and services.

Learning outcomes
Participants will learn how to design and implement a comprehensive logging pipeline, collect, process and enrich logs, use searchable storage systems, apply advanced event analysis and correlation techniques, and create effective dashboards for visualising logging data.

Course structure

Module 1
4 hours
  • Logging and logging formats
  • Logging pipeline architecture
  • Log collection
Module 2
4 hours
  • Techniques for processing, filtering and transforming logs.
  • Log enrichment process 
  • Log storage systems and full text search
Module 3
4 hours
  • Log analysis techniques
  • Event correlation
  • Dashboarding and visualization

Log – collection, analysis and correlation of events

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