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ELK STACK
Master the data
BY EL MAHDI BENZEKRI
PLAN
 Ourproblem
 Old solutions limits
 Other solutions
 ELK Stack overview
 Logstash/Elasticsearch/Kibana
 Demo
Who are we?
Our problem
Lot of
users
Lots of
data
Lots of
systems
Integrated
collection
of logs
Old solutions limits
• Tail & grep impossible with multiple systems
• DBs dont scale and its difficult to extract statistics
• Syslog :
• Only log history
• Not flexible : syslog client to syslog server
Other solutions
- Biggest tool
- 537 apps
- High cost and
complexity
- Up to
~10000$
SPLUNK
- Easy setup
- Establish
baseline and
notify
- Sensitive data
- Data
transmition
overhead
- Complex
pricing strategy
SUMO LOGIC (SAAS)
ELK Stack
- Open source
- Easy install
- Mature
components
- Complexity of
three different
products
- Diffrent
machines in
production
Logstash
Over 200 plugins and all pluggable and mixable
Unify and democratize data from different sources and
into different destinations
Data collection engine
Logstash loves data
Logstash popular plugins
- Date
- mutate
- Grok
- Multiline
FILTER
- File
- Stdin
- syslog
INPUT
- Elasticsearch
- File
- Mongodb
- Email
- stdout
OUTPUT
Elasticsearch
• Build on top of Apache Lucene(java)
• Developer-Friendly, RESTful API
• High Availability
• Massively Distributed
• Real-Time data and Advanced Analytics(1s from indexing to
searching)
Elasticsearch architecture
Elasticsearch REST API
Kibana
Real time dashboards
Designed to interact with elasticsearch data
Full JS and HTML5 analytics and visualization platform
Search query syntax
• status:active
• title:(quick OR brown)
• title:(quick brown)
• author:"John Smith«
• book.*:(quick brown)
• _missing_:title
• _exists_:title
• qu?ck bro*
• name:/joh?n(ath[oa]n)/
• Fuzziness :
• quikc~ brwn~ foks~
• quikc~1
• Proximity seach:
• "fox quick"~5
• Ranges
• date:[2012-01-01 TO 2012-
12-31]
• count:{10 TO *] = count:>10
• Boosting
• quick^2 fox
• Boolean operators
• quick brown +fox –news
• Avoid
• ((quick AND fox) OR
(brown AND fox) OR
fox) AND NOT news
• *ing
Demo architecture
TOMCAT Logs
Accounts.json
REST API
File input plugin
01110100 01101000 01100001
01101110 01101011 00100000
01111001 01101111 01110101
:D

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ELK Elasticsearch Logstash and Kibana Stack for Log Management

  • 1. ELK STACK Master the data BY EL MAHDI BENZEKRI
  • 2. PLAN  Ourproblem  Old solutions limits  Other solutions  ELK Stack overview  Logstash/Elasticsearch/Kibana  Demo
  • 4. Our problem Lot of users Lots of data Lots of systems Integrated collection of logs
  • 5. Old solutions limits • Tail & grep impossible with multiple systems • DBs dont scale and its difficult to extract statistics • Syslog : • Only log history • Not flexible : syslog client to syslog server
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  • 7. Other solutions - Biggest tool - 537 apps - High cost and complexity - Up to ~10000$ SPLUNK - Easy setup - Establish baseline and notify - Sensitive data - Data transmition overhead - Complex pricing strategy SUMO LOGIC (SAAS)
  • 8. ELK Stack - Open source - Easy install - Mature components - Complexity of three different products - Diffrent machines in production
  • 9. Logstash Over 200 plugins and all pluggable and mixable Unify and democratize data from different sources and into different destinations Data collection engine
  • 11. Logstash popular plugins - Date - mutate - Grok - Multiline FILTER - File - Stdin - syslog INPUT - Elasticsearch - File - Mongodb - Email - stdout OUTPUT
  • 12. Elasticsearch • Build on top of Apache Lucene(java) • Developer-Friendly, RESTful API • High Availability • Massively Distributed • Real-Time data and Advanced Analytics(1s from indexing to searching)
  • 15. Kibana Real time dashboards Designed to interact with elasticsearch data Full JS and HTML5 analytics and visualization platform
  • 16. Search query syntax • status:active • title:(quick OR brown) • title:(quick brown) • author:"John Smith« • book.*:(quick brown) • _missing_:title • _exists_:title • qu?ck bro* • name:/joh?n(ath[oa]n)/ • Fuzziness : • quikc~ brwn~ foks~ • quikc~1 • Proximity seach: • "fox quick"~5 • Ranges • date:[2012-01-01 TO 2012- 12-31] • count:{10 TO *] = count:>10 • Boosting • quick^2 fox • Boolean operators • quick brown +fox –news • Avoid • ((quick AND fox) OR (brown AND fox) OR fox) AND NOT news • *ing
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