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Dazhao Cheng

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titleconferencedate
Unleash All Cores: Asymmetry-Aware Scalable DNN Inference on Mobile CPUs20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26)2026-07-13
SANI implements an AMP-aware runtime atop Arm-CL that targets mobile CPUs and demonstrates concrete gains: it prepares cluster-specific kernels, dynamically…
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Voltrix: Sparse Matrix-Matrix Multiplication on Tensor Cores with Asynchronous...USENIX ATC '252025-07-07
Voltrix-SpMM implements a CUDA 12.6 kernel for H100 that combines a bitwise-compressed BMAC format (128-bit blocks loaded with LDGXT) with TMA-driven…
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Expeditious High-Concurrency MicroVM SnapStart in Persistent Memory with an...USENIX ATC 20242024-07-10
PASS is a user-space augmented hypervisor that maps entire MicroVM snapshots into a single-tier Intel PMEM address space and implements zero-copy on-demand…
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