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on
1
Intro
2
Large Memory Systems
3
Multi-tiered Memory Systems
4
Need for Page Placement in Multi-Tiered Memory
5
Need for Page Reclamation in Multi-Tiered Memory
6
Exploiting Access Tier and Locality
7
Demotion of Least Accessed Page
8
Estimating Least Accessed Page
9
Hiding Latency of Page Demotion
10
Experimental Environments
11
Performance Evaluation
12
Effectiveness of AutoTiering-CPM
13
Effectiveness of LAP classification
14
Conclusion
Description:
Explore the design space of page management for multi-tiered memory systems in this 15-minute conference talk from USENIX ATC '21. Delve into the challenges posed by tiered memory systems comprising DRAM and SCM, and learn why current operating system page management schemes fall short in optimizing memory usage. Examine an in-depth analysis of Linux's page management extending NUMA to support systems with both DRAM and Intel's DCPMM. Discover the critical factors affecting performance in multi-tiered memory systems, including access locality and access tier. Investigate the proposed AutoTiering techniques, designed to effectively utilize multi-tiered memory systems. Gain insights into experimental results demonstrating significant performance improvements for various workloads compared to the stock Linux kernel, unlocking the full potential of multi-tiered memory hierarchies.

Exploring the Design Space of Page Management for Multi-Tiered Memory Systems

USENIX
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