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Book Open access 2027

Firework: Efficient and Transparent DSM with Hardware-Coherent CXL Shared Memory

Firework is introduced, a DSM system co-designed across the runtime and OS kernel that transparently and dynamically manages page placement between local DRAM and hardware-coherent CXL memory, enabling unmodified multi-threaded C/C++ applications to execute across multiple servers.

Shu Anzai, Shi Liu, Shan Yu et al. · 0 citations
Book Open access 2027

Breaking the Tradeoff: Elastic and Isolated GPU Sharing with GVM

GPUs are expensive resources but often underutilized. This inefficiency is exacerbated by the increasing diversity of AI workloads, where small or specialized models often fail to saturate high-capacity devices, necessitating GPU sharing. Existing sharing approaches force a hard tradeoff. They either partition hardware...

Yi-Cheng Liu, Yi-Fan Qiao, Tian Xia et al. · 0 citations

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