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Log management with ELK

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Geert Pante
Geert Pante

Centralized Log Management using the ELK stack: ElasticSearch, Logstash, Kibana

Tecnología
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Log Management with ELK ELASTICSEARCH, LOGSTASH, KIBANA FOR CENTRALIZED LOGS
Purpose Centralized Log Management ◦ Collect, Parse and Filter using Logstash ◦ Store, Index and Search using Elasticsearch ◦ Visualize using Kibana Full open source stack ◦ Use for free ◦ Support plan from Elasticsearch company
Elasticsearch Real-time search engine ◦ Based on Apache Solr/Lucene ◦ Pure Java ◦ Document database ◦ Advanced text indexing ◦ Fuzzy search ◦ Replication/Sharding for true scalability
Logstash JRuby Based log processor Pluggable event pipeline ◦ Input plugins ◦ Filter plugins ◦ Codec plugins ◦ Output plugins DevOps Comunity ◦ Mix of developers, operations and system administrators
Kibana Browser based dashboard for ElasticSearch Visualization of query results ◦ Time Charts ◦ Filter any field ◦ Compare subsets
Logstash pipeline Define input, filters and outputs Simple configuration file Ruby syntax
Logstash not just for logs Interpretes different log formats ◦ Syslog messages ◦ Log4j with full details ◦ Apache log files Other event types too ◦ Ganglia server monitoring events ◦ SNMP events ◦ Windows EventLog Pre-proces before sending ◦ lumberjack
Logstash Inputs Rsyslog via TCP/UDP Log4j appender JMX Listener Logstash-forwarder File tails SNMP Ganglia …
Logstash Filters
Grok Filter Readable regex Predefined patterns for common log data Extract to properties ◦ Indexed properties
Metrics Filter Aggregate metrics ◦ Event rate using sliding windows ◦ 1 min ◦ 5 min ◦ 15 min ◦ Min/max/stddev/percentiles
Logstash Outputs
Statsd output Node.js based ◦ Counters ◦ Timers ◦ Graphite frontend
Alert outputs Send alerts ◦ Email ◦ Pagerduty ◦ XMPP/Jabber ◦ Hipchat ◦ Nagios Use treshold from metrics filter
ElasticSearch output Auto-creates new index per day Index all recognized fields Full text index, customizable indexer, mapper
Kibana dashboard
Scalability Easy deployment using chef/puppet/docker

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Log management with ELK

  • 1. Log Management with ELK ELASTICSEARCH, LOGSTASH, KIBANA FOR CENTRALIZED LOGS
  • 2. Purpose Centralized Log Management ◦ Collect, Parse and Filter using Logstash ◦ Store, Index and Search using Elasticsearch ◦ Visualize using Kibana Full open source stack ◦ Use for free ◦ Support plan from Elasticsearch company
  • 3. Elasticsearch Real-time search engine ◦ Based on Apache Solr/Lucene ◦ Pure Java ◦ Document database ◦ Advanced text indexing ◦ Fuzzy search ◦ Replication/Sharding for true scalability
  • 4. Logstash JRuby Based log processor Pluggable event pipeline ◦ Input plugins ◦ Filter plugins ◦ Codec plugins ◦ Output plugins DevOps Comunity ◦ Mix of developers, operations and system administrators
  • 5. Kibana Browser based dashboard for ElasticSearch Visualization of query results ◦ Time Charts ◦ Filter any field ◦ Compare subsets
  • 6. Logstash pipeline Define input, filters and outputs Simple configuration file Ruby syntax
  • 7. Logstash not just for logs Interpretes different log formats ◦ Syslog messages ◦ Log4j with full details ◦ Apache log files Other event types too ◦ Ganglia server monitoring events ◦ SNMP events ◦ Windows EventLog Pre-proces before sending ◦ lumberjack
  • 8. Logstash Inputs Rsyslog via TCP/UDP Log4j appender JMX Listener Logstash-forwarder File tails SNMP Ganglia …
  • 10. Grok Filter Readable regex Predefined patterns for common log data Extract to properties ◦ Indexed properties
  • 11. Metrics Filter Aggregate metrics ◦ Event rate using sliding windows ◦ 1 min ◦ 5 min ◦ 15 min ◦ Min/max/stddev/percentiles
  • 13. Statsd output Node.js based ◦ Counters ◦ Timers ◦ Graphite frontend
  • 14. Alert outputs Send alerts ◦ Email ◦ Pagerduty ◦ XMPP/Jabber ◦ Hipchat ◦ Nagios Use treshold from metrics filter
  • 15. ElasticSearch output Auto-creates new index per day Index all recognized fields Full text index, customizable indexer, mapper
  • 17. Scalability Easy deployment using chef/puppet/docker