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Characterizing, Modeling, and Benchmarking RocksDB Key-Value Workloads at Facebook
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- 1 Introduction
- 2 Research Topic
- 3 Research Area
- 4 Challenges
- 5 Methodology
- 6 Benchmarking
- 7 Production Use Cases
- 8 User Profile Use Case
- 9 Correct Conversation
- 10 Column Families
- 11 UDP Column Families
- 12 KeySize Variation
- 13 KeySize Distribution
- 14 CDLCDF
- 15 Intensive Needs
- 16 Access Count
- 17 Use Case
- 18 Heat Map
- 19 Storage Isles
- 20 Data Capture
- 21 Results
- 22 Heatmap
- 23 Key Ranges
- 24 Final Results
- 25 Conclusion
- 26 Use Cases
- 27 Weiss SP
- 28 Future Improvements
- 29 Ads
- 30 Replay