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Stack Overflow’s
next steps in Redis
Marc Gravell, Stack Overflow
@marcgravell
Current Usage
How does Stack Overflow use Redis today?
• High performance distributed cache
• Buffer for high-volume operations
• Work queues for deferred operations
• Message distribution
• High perf transient data
• Local and geo-distributed replicas for redundancy.
Topology
NY, 01 NY, 02
CO, 01 CO, 02
classic redis-server v4.0.2
multiple service instances per box
multiple databases per instance
CentOS 7
Topology
So… where do we want to go?
• step zero: get onto redis vCurrent (5, 6, …)
• migrate “enterprise” to linux
migrate apps and libraries to .NET Core
get SQL Server working
upgrade Redis o/
• lots of work, but lots of side benefits (not just redis!).
So… where do we want to go?
• v3 cluster
redundancy
maintenance
distributed keyspace
So… where do we want to go?
• v4
modules
• RediSearch?
• v5
streams
consumer groups
• v6
key frequency metadata
client library updates
RESP3
Summary
• We have lots to do
to catch up to today
and to keep up with the day after that
• New features to exploit
for ourselves
and for our library consumers
But: the future looks positive!
Thank you!

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  • 1. Stack Overflow’s next steps in Redis Marc Gravell, Stack Overflow @marcgravell
  • 2. Current Usage How does Stack Overflow use Redis today? • High performance distributed cache • Buffer for high-volume operations • Work queues for deferred operations • Message distribution • High perf transient data • Local and geo-distributed replicas for redundancy.
  • 3. Topology NY, 01 NY, 02 CO, 01 CO, 02 classic redis-server v4.0.2 multiple service instances per box multiple databases per instance CentOS 7
  • 5. So… where do we want to go? • step zero: get onto redis vCurrent (5, 6, …) • migrate “enterprise” to linux migrate apps and libraries to .NET Core get SQL Server working upgrade Redis o/ • lots of work, but lots of side benefits (not just redis!).
  • 6. So… where do we want to go? • v3 cluster redundancy maintenance distributed keyspace
  • 7. So… where do we want to go? • v4 modules • RediSearch? • v5 streams consumer groups • v6 key frequency metadata client library updates RESP3
  • 8. Summary • We have lots to do to catch up to today and to keep up with the day after that • New features to exploit for ourselves and for our library consumers But: the future looks positive!