AIFM - High-Performance, Application-Integrated Far Memory

AIFM - High-Performance, Application-Integrated Far Memory

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Memory Is Inelastic

3 of 21

3 of 21

Memory Is Inelastic

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AIFM - High-Performance, Application-Integrated Far Memory

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  1. 1 Intro
  2. 2 In-Memory Applications
  3. 3 Memory Is Inelastic
  4. 4 Trending Solution: Far Memory
  5. 5 Existing Far-Memory Systems Perform Poorly
  6. 6 Why Do Existing Systems Waste Performance?
  7. 7 Challenge 1: Semantic Gap
  8. 8 Challenge 2: High Kernel Overheads
  9. 9 Design Space
  10. 10 Remoteable Data Structure Library
  11. 11 Userspace Runtime
  12. 12 Pauseless Evacuator
  13. 13 Remote Agent
  14. 14 Sample Code
  15. 15 Implementation
  16. 16 Evaluation
  17. 17 Performance on Different Compute Intensities
  18. 18 NYC Taxi Analysis (C++ DataFrame)
  19. 19 Other Experiments
  20. 20 Related Work
  21. 21 Conclusion

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