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Arkaprava Basu

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GraCE: Unlocking CUDA Graphs with Compiler Support for ML Workloads20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
GraCE is a compiler framework built atop PyTorch2 that unlocks CUDA Graphs for 25 ML workloads (TorchBench, HuggingFace, TIMM) and requires no code changes. It…
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HyCache: Hybrid Caching for Accelerating DNN Input Preprocessing PipelinesUSENIX ATC '252025-07-07
Hybrid Cache automatically profiles ~1% of a dataset, models fetch/decode/augment costs, and uses an ILP solver to pick per-stage, tier-aware placements that…
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Faastlane: Accelerating Function-as-a-Service WorkflowsUSENIX ATC '212021-07-14
Faastlane runs workflow functions as threads within a single process (on Apache OpenWhisk) so intermediate data travels by loads/stores instead of network or…
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