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Talkat Scala Days Berlin 2018 · 2018-05-14..05-17· [scala]
slides:none on file

Crash course on building reliable clusters that names concrete tools, tradeoffs and numbers: group membership hinges on failure detectors (uses phi accrual and a newer adaptive accrual implemented and benchmarked by the presenter), dissemination relies on gossip and piggybacking (SWIM style extended by SWIM + Memberlist (<2% false positives)), and consensus uses Lamport clocks, replicated state machines and algorithms like Paxos/Raft and the new CASPaxos (logless consensus). Akka Cluster combines ping‑pong failure checks, biased random gossip and leader‑by‑convention membership decisions.

AI-written summary · about

  1. 0:00Introduction
  2. 0:23A career in distributed systems
  3. 1:10A selfless act
  4. 1:42About me
  5. 2:26Motivational quote
  6. 3:37Distributed systems
  7. 4:13Clusters
  8. 5:38Three things
  9. 5:58Wish You Were Here
  10. 6:23Failure Detectors
  11. 7:28Impossible Results
  12. 8:49Failure Detection
  13. 12:37Swim
  14. 13:55Indirect probing
  15. 15:09Hoshi Corp
  16. 16:31Pulse
  17. 17:03Multicast
  18. 17:32UDP multicast
  19. 18:21Napster
  20. 20:50Infection Stag Gossip
  21. 21:48Fail Detection Gossip
  22. 23:23Gossip Optimizations
  23. 25:11Dissemination
  24. 25:27Consensus
  25. 25:46Group Membership
  26. 27:41Time and Time
  27. 29:03Version Vectors
  28. 31:11State Machines
  29. 33:19Consensus Protocol
  30. 37:01Conventions
  31. 38:13A Cluster
  32. 40:27A Happy Path
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