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FlexMem: Adaptive Page Profiling and Migration for Tiered MemoryUSENIX ATC 20242024-07-10
FlexMem is a page-profiling and migration system that combines performance-counter and fault-hint profiling to catch both long-lived and emerging hot pages…
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Centimani: Enabling Fast AI Accelerator Selection for DNN Training with a Novel...USENIX ATC 20242024-07-10
Centimani builds a memory estimation model plus decoupled performance models and uses microbenchmarks and roofline-style measurements to pick batch size and…
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