Enable simultaneous DNN services based on deterministic operator overlap and precise latency prediction

Author:

Cui Weihao1,Zhao Han1,Chen Quan1,Zheng Ningxin2,Leng Jingwen1,Zhao Jieru1,Song Zhuo3,Ma Tao3,Yang Yong3,Li Chao1,Guo Minyi1

Affiliation:

1. Shanghai Jiao Tong University

2. Microsoft Research Asia

3. Alibaba Cloud

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference60 articles.

1. 2021. cgroups. https://www.kernel.org/doc/Documentation/cgroup-v2.txt. 2021. cgroups. https://www.kernel.org/doc/Documentation/cgroup-v2.txt.

2. 2021. memcached. https://memcached.org. 2021. memcached. https://memcached.org.

3. Zhihao Bai Zhen Zhang Yibo Zhu and Xin Jin. 2020. PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications. In OSDI. 499--514. Zhihao Bai Zhen Zhang Yibo Zhu and Xin Jin. 2020. PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications. In OSDI. 499--514.

4. LIBSVM

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