Netflix's Journey to an Apache Iceberg Data Lake - From Hive to Exabyte Scale

Netflix's Journey to an Apache Iceberg Data Lake - From Hive to Exabyte Scale

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Introduction

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1 of 21

Introduction

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Netflix's Journey to an Apache Iceberg Data Lake - From Hive to Exabyte Scale

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  1. 1 Introduction
  2. 2 Agenda
  3. 3 Big Data Platform Architecture
  4. 4 Netflixs history with Hive
  5. 5 Metadata services
  6. 6 Table management services
  7. 7 Autotune
  8. 8 Autolift
  9. 9 Secure Iceberg tables
  10. 10 Iceberg access model
  11. 11 Key objectives
  12. 12 Minimize overall data movement
  13. 13 Hive to Iceberg migration tooling
  14. 14 Migration tooling auxiliary services
  15. 15 Migration tooling state machine
  16. 16 Benefits of migration tooling
  17. 17 Instantaneous revert operation
  18. 18 User fiction issues
  19. 19 Conclusion
  20. 20 Open sourcing
  21. 21 Thank you

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