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Clustering JIRA 
From concept to clustered JAC 
GRAHAM CARRICK • DEV MANAGER • ATLASSIAN • @GREM000
Concept - Massive teams
Concept - Massive teams
Concept - Massive teams
“JIRA will never be clustered” 
- JIRA Architect
Our Principles 
! 
•Keep it simple 
! 
•Boy scout - leave the code better than you found it 
!
Architecture
Lucene index 
• Complete index on each 
node 
• Synced via DB queue 
• Poll every 5s
Lucene index 
• Complete index on each 
node 
• Synced via DB queue 
• Poll every 5s
Lucene index 
• Complete index on each 
node 
• Synced via DB queue 
• Poll every 5s
Caches 
• In memory caches 
• Use Ehcache 
• Distributed invalidation 
pattern
Caches 
• In memory caches 
• Use Ehcache 
• Distributed invalidation 
pattern
Caches 
• In memory caches 
• Use Ehcache 
• Distributed invalidation 
pattern
Scheduler 
• Schedule on all nodes or 
once per cluster
Scheduler 
• Schedule on all nodes or 
once per cluster
Scheduler 
• Schedule on all nodes or 
once per cluster
Scheduler 
• Schedule on all nodes or 
once per cluster
Locking 
• Database backed lock 
• Used sparingly but 
needed for cases like 
upgrade tasks
Locking 
• Database backed lock 
• Used sparingly but 
needed for cases like 
upgrade tasks
APIs 
• Makes the code more future proof 
• Consistency of API cross product 
• Collaboration cross product 
• Plugins 
- Make it possible and try to make it easy for them 
- Restricted architecture choices
The hard work 141 Caches
More hard work 15 Locks
Even more hard work 200+ Synchronized blocks
Then the plugins 80+ Plugins each with caches, scheduled 
jobs, locks and synchronized block
But wait, there’s more 
1 
Complete rewrite of 
ranking algorithm in JIRA Agile
Performance Testing
Performance Testing
Performance Testing
Performance Testing
Performance Testing
Performance Testing
Performance Testing
Performance Testing
Performance Testing
Performance Testing
Performance Testing
Performance
“Better than theoretically 
possible” 
- Me
Performance
Dogfooding: jira.atlassian.com
Dogfooding: jira.atlassian.com 
~200,000 users 
270,000 issues 
139 projects 
167 custom fields 
~500,000 comments 
~75,000 attachments 
68 workflows
Monitoring
Hardening: from Coal to Diamond 
• User cache race 
• Invalidation vs. Eviction 
• Excessive locking
“We can do hard things” 
- JIRA Team
Questions? 
Ask live: bit.ly/ask-atlassian 
! 
Log in with your email you used to register 
Graham Carrick • Dev Manager • Atlassian • @Grem000
Thank you! 
Graham Carrick • Dev Manager • Atlassian • @Grem000

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