2 papers
cs.DC2026
FlexNPU: Transparent NPU Virtualization for Dynamic LLM Prefill-Decode Co-location
Jiongjiong Gu, Jianfeng Wang, Zidong Han +19
Modern AI serving increasingly relies on NPUs for conventional inference and large language model serving. However, current NPU deployments commonly expose physical devices directl…
cs.DC2022
LGRASS: Linear Graph Spectral Sparsification for Final Task of the 3rd ACM-China International Parallel Computing Challenge
Yuxuan Chen, Jiyan Qiu, Zidong Han +1
This paper presents our solution for optimization task of the 3rd ACM-China IPCC. By the complexity analysis, we identified three time-consuming subroutines of original algorithm:…