Improving Performance of Flash Based Key-Value Stores Using Storage Class Memory as a Volatile Memory Extension

Improving Performance of Flash Based Key-Value Stores Using Storage Class Memory as a Volatile Memory Extension

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Intel Optane DC Persistent Memory (DCPMM)

5 of 20

5 of 20

Intel Optane DC Persistent Memory (DCPMM)

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Improving Performance of Flash Based Key-Value Stores Using Storage Class Memory as a Volatile Memory Extension

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  1. 1 Intro
  2. 2 Data Center Memory Requirements
  3. 3 High-Performance Storage Servers at Facebook
  4. 4 Storage Class Memory (SCM) Characteristics
  5. 5 Intel Optane DC Persistent Memory (DCPMM)
  6. 6 RocksDB Architecture
  7. 7 Facebook RocksDB Workload Characteristics
  8. 8 Intel Optane DC Persistent Memory Evaluations (WhatsApp)
  9. 9 Facebook RocksDB extended with SCM
  10. 10 Hybrid Cache Design and Components
  11. 11 DRAM First Admission Policy
  12. 12 Evaluation Setup and Implementations
  13. 13 Workload Creation
  14. 14 DRAM First Policy Throughput all workloads
  15. 15 DRAM First Policy Latency improvement
  16. 16 Deep Dive Analysis
  17. 17 Cost and Performance
  18. 18 Limitations of SCM Deployments
  19. 19 Conclusion
  20. 20 Acknowledgement

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