Course : ELK stack

List of softwares

• ELK Stack
  • Elasticsearch
  • Logstash
  • Kibana
  • Beat
• Fluentd
• Prometheus
• Grafana

Course Outline

• Basic concepts
• Setup ELK stack
  • Elasticsearch
  • Kibana
  • Explore cluster
    • Cluster with Docker
  • Cluster/Node/Index/Document/Field
  • Compare with RDBMS
• CRUD operation with Elasticsearch
  • Create/Index a document
  • Read/query data
  • Update data
  • Delete data
• Loading data into Elasticsearch
  • Bulk loading data
• Query data
  • Simple query
  • Term-level query
  • Advance query
• Analysis/Analyzer and Tokenizer of data/fields
• Analyzing your data
  • Basic of aggregation
  • Filtering aggregation
  • Histogram
  • Percentile
• Monitoring
• Tuning performance
• Production configuration guideline
  • Elasticsearch configuration
  • System configuration
• Machine Learning with ELK stack

Kibana

• Overview
• Setup and configuration
• Create visualization
• Create dashboard

Logstash, Beat and Fluentd

• Logstash
• Beat
• Fluentd

EFK stack

• Elasticsearch
• Fluentd
• Kibana

Metric with Prometheous and Grafana

• Collect metric data with Prometheus
• Visualize data from Prometheous with Grafana

List of past workshops

• Note from CNX 2020/11/29

References

• First version of slide and workshop