Apache Spark Core - Practical Optimization Techniques - Partition Shaping and Job Optimization

Apache Spark Core - Practical Optimization Techniques - Partition Shaping and Job Optimization

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workload example

22 of 31

22 of 31

workload example

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Apache Spark Core - Practical Optimization Techniques - Partition Shaping and Job Optimization

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  1. 1 Introduction
  2. 2 About Daniel
  3. 3 Agenda
  4. 4 Software Hierarchy
  5. 5 Demo
  6. 6 Hardware
  7. 7 Baseline
  8. 8 CP Utilization
  9. 9 ganglia reports
  10. 10 lazy loading
  11. 11 code
  12. 12 data skipping
  13. 13 optimizations
  14. 14 output
  15. 15 shuffle partitions
  16. 16 workload
  17. 17 shuffle partition example
  18. 18 shuffle partition summary
  19. 19 input partition summary
  20. 20 what does this do
  21. 21 output partitions
  22. 22 workload example
  23. 23 Partitions
  24. 24 Balance
  25. 25 Persistence
  26. 26 DBIO Cache
  27. 27 Joint Optimization
  28. 28 Broadcast Join
  29. 29 Skew Joins
  30. 30 Group Buys
  31. 31 The Beast

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