Memory Disaggregation
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CXL-ANNS: Software-Hardware Collaborative Memory Disaggregation and Computation for Billion-Scale Approximate Nearest Neighbor Search () []
KAIST & Panmnesia, Inc.
Approximate nearest neighbor search (ANNS) services.
Overcoming the Memory Wall with CXL-Enabled SSDs () []
Syracuse & DGIST & FADU Inc. & Soongsil
CXL-flash: CXL-enabled flash device; caching and prefetching.
TPP: Transparent Page Placement for CXL-Enabled Tiered-Memory () [] [] []
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 () []
Microsoft Azure
Direct Access, High-Performance Memory Disaggregation with DirectCXL () [] []
KAIST
CXL 2.0
6.2x shorter latency & 3x better performance than RDMA-based memory disaggregation.
Meta AI & WashU & UPenn & Cornell & Intel
Deep learning recommendation models; partition embedding tables.
UMich SymbioticLab
In-memory erasure coding.
VMWare & Penn State & ETH & EPFL & UMich & Google
Kona
Cache coherence.
UMich SymbioticLab
Best Paper
Memory prefetching
Purdue
Best Paper
Splitkernel
UMich SymbioticLab
Remote memory paging system.
DisaggRec: Architecting Disaggregated Systems for Large-Scale Personalized Recommendation (arXiv 2212.00939) [Personal Notes] []
Hydra: Resilient and Highly Available Remote Memory (FAST 2022) [] []
Rethinking Software Runtimes for Disaggregated Memory (ASPLOS 2021) [] []
Effectively Prefetching Remote Memory with Leap () [] []
LegoOS: A Disseminated, Distributed OS for Hardware Resource Disaggregation () [] []
Efficient Memory Disaggregation with Infiniswap (NSDI 2017) [] []