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Real Time Monitoring
December 26, 2015
Dina Abu Khader
1
Problem to Solve
2
Enrich Monitoring Visual Alerts History analytics access
Nagios NO NO NO YES NO NO customizable
Ganglia NO YES YES NO NO NO machine health
only
ELK YES YES* YES YES* YES YES customizable
Introduction to tools and services which monitor the Content, Data, Performance and
any attack on your application and alerts you, when you meet your threshold. To
ensure that your operations works smoothly.
* With a plugin
Why ELK
Old School
➔ grep/awk/cut/sort/sed
➔ Manually analyze the output
ELK
➔ Define endpoint (input / Ouput)
➔ Store data (Search and Visual)
3
Basic ELK Setup for Monitoring
4
Beats: Monitoring and Pulse Checks
New Product from Elastic.io, written in GO
Open Source Data shippers for many types of operational data, you can enrich this
data with LogStash, search and analyze in Elasticsearch, and visualize in Kibana.
Available Beats are TopBeats, PacketBeats, FileBeats and WinLogBeats.
5
LogStash: Basic stream processing/manipulation
Written in JRuby
It can Process any data from any source.
Centralize data processing of all types
Normalize varying schema and formats
Quickly extend to custom log formats
Easily add plugins for custom data sources
6
ElasticSearch: Document indexing/search
Open Source - Real Time Search server written in Java and based on Lucene.
Distributed, multitenant-capable full-text search engine
HTTP web Interface and semi-schema less JSON documents. (Dina Words)
Massive Distributed, High Availability, Document oriented
Per-Operation Persistence
7
Kibana: Real-time Visualization
Powerful front-end dashboard for visualizing indexed information from ElasticSearch
Capable to provide historical data in form of graphs, charts..etc
Real-time search of indexed information
8
ElastAlerts: Monitoring and Alerts!
ElastAlert, a framework developed in Yelp for alerting on anomalies, spikes or other
patterns of interest from data in Elasticsearch
It is configured by a set of rules, each of which defines a query, a rule type, and a set of
alerts.
Rules vary from frequency, spike, flatline, blacklist/whitelist, any and change.
Alerts types: Command, Email, Jira, SNS, HipChat, Slack and Debug.
9
ElasticSearch ELK Used in Industry
GitHub, https://github.com/search, you can look through 8 million repositories, users,
issues, pull requests and source code.
DataDog, Saas Infrasturce monitoring, Can handle up to 110 million events, boost
query performance by 20x
Stack OverFlow, Free text search engine
The Guardian, processing 40 million documents per day in ELK
10
Demo
15 minutes to install and run full
architecture
11

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JOSA TechTalk: Realtime monitoring and alerts

  • 1. Real Time Monitoring December 26, 2015 Dina Abu Khader 1
  • 2. Problem to Solve 2 Enrich Monitoring Visual Alerts History analytics access Nagios NO NO NO YES NO NO customizable Ganglia NO YES YES NO NO NO machine health only ELK YES YES* YES YES* YES YES customizable Introduction to tools and services which monitor the Content, Data, Performance and any attack on your application and alerts you, when you meet your threshold. To ensure that your operations works smoothly. * With a plugin
  • 3. Why ELK Old School ➔ grep/awk/cut/sort/sed ➔ Manually analyze the output ELK ➔ Define endpoint (input / Ouput) ➔ Store data (Search and Visual) 3
  • 4. Basic ELK Setup for Monitoring 4
  • 5. Beats: Monitoring and Pulse Checks New Product from Elastic.io, written in GO Open Source Data shippers for many types of operational data, you can enrich this data with LogStash, search and analyze in Elasticsearch, and visualize in Kibana. Available Beats are TopBeats, PacketBeats, FileBeats and WinLogBeats. 5
  • 6. LogStash: Basic stream processing/manipulation Written in JRuby It can Process any data from any source. Centralize data processing of all types Normalize varying schema and formats Quickly extend to custom log formats Easily add plugins for custom data sources 6
  • 7. ElasticSearch: Document indexing/search Open Source - Real Time Search server written in Java and based on Lucene. Distributed, multitenant-capable full-text search engine HTTP web Interface and semi-schema less JSON documents. (Dina Words) Massive Distributed, High Availability, Document oriented Per-Operation Persistence 7
  • 8. Kibana: Real-time Visualization Powerful front-end dashboard for visualizing indexed information from ElasticSearch Capable to provide historical data in form of graphs, charts..etc Real-time search of indexed information 8
  • 9. ElastAlerts: Monitoring and Alerts! ElastAlert, a framework developed in Yelp for alerting on anomalies, spikes or other patterns of interest from data in Elasticsearch It is configured by a set of rules, each of which defines a query, a rule type, and a set of alerts. Rules vary from frequency, spike, flatline, blacklist/whitelist, any and change. Alerts types: Command, Email, Jira, SNS, HipChat, Slack and Debug. 9
  • 10. ElasticSearch ELK Used in Industry GitHub, https://github.com/search, you can look through 8 million repositories, users, issues, pull requests and source code. DataDog, Saas Infrasturce monitoring, Can handle up to 110 million events, boost query performance by 20x Stack OverFlow, Free text search engine The Guardian, processing 40 million documents per day in ELK 10
  • 11. Demo 15 minutes to install and run full architecture 11