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Sam Son

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Harvesting Memory-bound CPU Stall Cycles in Software with MSH18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
A software system called MSH instruments binaries via profile-guided binary instrumentation, adds prefetching and bounded scavenger yields, and uses runtime…
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ASAP: Fast Mobile Application Switch via Adaptive PrepagingUSENIX ATC '212021-07-14
ASAP implements adaptive prepaging inside Android with a switch footprint estimator (static profiles for file-backed pages, dynamic tables for anonymous pages)…
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FlashNeuron: SSD-Enabled Large-Batch Training of Very Deep Neural NetworksFAST '212021-02-23
System moves intermediate activations from GPU HBM to NVMe SSDs and schedules transfers so they finish within the forward pass, using an offloading scheduler…
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