MTM: Rethinking Memory Profiling and Migration for Multi-Tiered Large Memory

Author:

Ren Jie1ORCID,Xu Dong2ORCID,Ryu Junhee3ORCID,Shin Kwangsik3ORCID,Kim Daewoo3ORCID,Li Dong2ORCID

Affiliation:

1. William & Mary

2. University of California, Merced

3. SK hynix

Funder

National Science Foundation

Publisher

ACM

Reference66 articles.

1. 2017. AMD IBS Toolkit. https://github.com/jlgreathouse/AMD_IBS_Toolkit.

2. 2021. Compute Express Link Industry Members. https://www.computeexpresslink.org/members.

3. 2022. Memory Tiering: Adjust Hot Threshold Automatically. https://github.com/torvalds/linux/commit/C959924b0dc53bf6252793f41480bc01b9792570.

4. 2022. Memory Tiering: Hot Page Selection with Hint Page Fault Latency. https://github.com/torvalds/linux/commit/33024536bafd9129f1d16ade0974671c648700ac.

5. Neha Agarwal and Thomas F. Wenisch. 2017. Thermostat: Application-transparent Page Management for Two-tiered Main Memory. In International Conference on Architectural Support for Programming Languages and Operating Systems.

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1. Tiresias: Optimizing NUMA Performance with CXL Memory and Locality-Aware Process Scheduling;ACM Turing Award Celebration Conference 2024;2024-07-05

2. IDT: Intelligent Data Placement for Multi-tiered Main Memory with Reinforcement Learning;Proceedings of the 33rd International Symposium on High-Performance Parallel and Distributed Computing;2024-06-03

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