Memory Disaggregation

CXL-based Disaggregation

CXL-ANNS: Software-Hardware Collaborative Memory Disaggregation and Computation for Billion-Scale Approximate Nearest Neighbor Search (ATC 2023) [Paper]
- KAIST & Panmnesia, Inc.
- Approximate nearest neighbor search (ANNS) services.
Overcoming the Memory Wall with CXL-Enabled SSDs (ATC 2023) [Paper]
- Syracuse & DGIST & FADU Inc. & Soongsil
- CXL-flash: CXL-enabled flash device; caching and prefetching.
TPP: Transparent Page Placement for CXL-Enabled Tiered-Memory (ASPLOS 2023) [Personal Notes] [Paper] [Code]
- UMich SymbioticLab & NVIDIA & Meta
- CXL 1.1
- Identify and place hot/cold pages to appropriate memory tiers (i.e., local memory or CXL memory).
Pond: CXL-Based Memory Pooling Systems for Cloud Platforms (ASPLOS 2023) [Paper]
- Microsoft Azure
Direct Access, High-Performance Memory Disaggregation with DirectCXL (ATC 2022) [Personal Notes] [Paper]
- KAIST
- CXL 2.0
- 6.2x shorter latency & 3x better performance than RDMA-based memory disaggregation.

DisaggRec: Architecting Disaggregated Systems for Large-Scale Personalized Recommendation (arXiv 2212.00939) [Personal Notes] [Paper]
- Meta AI & WashU & UPenn & Cornell & Intel
- Deep learning recommendation models; partition embedding tables.
Hydra: Resilient and Highly Available Remote Memory (FAST 2022) [Paper] [Code]
- UMich SymbioticLab
- In-memory erasure coding.
Rethinking Software Runtimes for Disaggregated Memory (ASPLOS 2021) [Paper] [Code]
- VMWare & Penn State & ETH & EPFL & UMich & Google
- Kona
- Cache coherence.
Effectively Prefetching Remote Memory with Leap (ATC 2020) [Paper] [Code]
- UMich SymbioticLab
- Best Paper
- Memory prefetching
LegoOS: A Disseminated, Distributed OS for Hardware Resource Disaggregation (OSDI 2018) [Paper] [Code]
- Purdue
- Best Paper
- Splitkernel
Efficient Memory Disaggregation with Infiniswap (NSDI 2017) [Paper] [Code]
- UMich SymbioticLab
- Remote memory paging system.

Last updated 2 years ago