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Yen-Chieh Wu, Cheng-Shang Chang, and Duan-Shin Lee are with the Institute of Communications Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan, R.O.C. (e-mail: jaywu2002@gapp.nthu.edu.tw; cschang@ee.nthu.edu.tw; lds@cs.nthu.edu.tw). Corresponding author: Yen-Chieh Wu.H. Jonathan Chao is with the Department of Electrical and Computer Engineering, New York University, New York, NY, USA (e-mail: chao@nyu.edu)
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Hierarchical scheduling slashes communication overhead in multi-GPU servers by intelligently reshaping traffic and exploiting locality.