Scenario-based AI Benchmark Evaluation of Distributed Cloud/Edge Computing Systems

Author:

Hao Tianshu1,Hwang Kai2,Zhan Jianfeng3,Li Yuejin4,Cao Yong5

Affiliation:

1. Research Center for Advanced Computer Systems, Institute of Computing Technology Chinese Academy of Sciences, 53035 Beijing, Beijing, China

2. School of Data Science, Chinese University of Hong Kong, 26451 Shenzhen, Guangdong, China, 518172

3. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, Beijing, China

4. School of Science and Engineering, The Chinese University of Hong Kong - Shenzhen, 407605 Shenzhen, Guangdong, China

5. School of Computer of Science and Technology, Huazhong University of Science and Technology, 12443 Wuhan, Hubei, China

Funder

Shenzhen Institute of Artificial Intelligence and Robotics for Society AIRS

Institute of Computing Technology Chinese Academy of Sciences Beijing China.

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Hardware and Architecture,Theoretical Computer Science,Software

Reference36 articles.

1. Edge AIBench: Towards comprehensive end-to-end edge computing benchmarking;hao;Proc Int Symp Benchmarking Measuring Optim,2018

2. Call for establishing benchmark science and engineering

3. Benchmarking, performance metrics, and modeling of cloud-edge-end AI computing systems;hao,2022

4. A Deep Reinforcement Learning Based Offloading Game in Edge Computing

5. Multitask learning and benchmarking with clinical time series data;harutyunyan;Data Science Journal,2019

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