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SchedMate: Large Language Models are DL Scheduling Enhancers
Existing deep learning cluster schedulers make their scheduling decisions on partial job information, such as resource utilization …
Zerui Wang, Qinghao Hu*, Ana Klimovic, Xingcheng Zhang, Peng Sun
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Characterization of Large Language Model Development in the Datacenter
Large Language Models (LLMs) have presented impressive performance across several transformative tasks. However, it is non-trivial to …
Qinghao Hu*, Zhisheng Ye*, Zerui Wang, Guoteng Wang, Meng Zhang, Qiaoling Chen, Peng Sun, Dahua Lin, Xiaolin Wang, Yingwei Luo
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