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Fast Cloud Storage for AI Jobs via Grouped I/O API with Transparent Read/Write...FAST '262026-02-24
AITURBO is a cloud storage system that cuts AI checkpoint IO by using the grouped I/O API to collect per-tensor metadata, derive an optimized write plan…
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DShuffle: DPU-Optimized Shuffle Framework for Large-scale Data ProcessingUSENIX ATC '252025-07-07
DShuffle fully offloads Spark shuffle onto Bloomfield 3 DPUs using DPA-accelerated serialization and DPU direct spilling via PCIe P2P, and organizes work into…
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MatrixKV: Reducing Write Stalls and Write Amplification in LSM-tree Based KV StoresUSENIX ATC '202020-07-15
MatrixKV implements a matrix container in NVM (Optane DC PMM) inside RocksDB, adds column compaction and cross-row hint search, and flattens levels to cut…
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GearDB: A GC-free Key-Value Store on HM-SMR Drives with Gear CompactionFAST '192019-02-25
GearDB builds a GC-free LSM-style key-value store for host-managed SMR drives using a new on-disk layout, compaction windows, and a recursive gear compaction…
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