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Sparse Optimization for Green Edge AI Inference

Xiangyu Yang Sheng Hua Yuanming Shi Hao Wang Jun Zhang Khaled B.Letaief

通信与信息网络学报（英文）2020，Vol.5Issue(1)：1-15,15.

Sparse Optimization for Green Edge AI Inference

Xiangyu Yang ¹Sheng Hua ²Yuanming Shi ³Hao Wang ¹Jun Zhang ²Khaled B.Letaief³

作者信息

1. School of Information Science and Technology,ShanghaiTech University,Shanghai 201210,China
2. Shanghai Institute of Microsystem and Information Technology,Chinese Academy of Sciences,Shanghai 200050,China
3. University of Chinese Academy of Sciences,Beijing 100049,China
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摘要

关键词

AI/edge inference/cooperative transmis-sion/energy efficiency/group sparse beamforming/proxi-mal iteratively reweighted algorithm

Key words

AI/edge inference/cooperative transmis-sion/energy efficiency/group sparse beamforming/proxi-mal iteratively reweighted algorithm

引用本文复制引用

Xiangyu Yang,Sheng Hua,Yuanming Shi,Hao Wang,Jun Zhang,Khaled B.Letaief..Sparse Optimization for Green Edge AI Inference[J].通信与信息网络学报（英文）,2020,5(1):1-15,15.

基金项目

Part of this work was presented at the IEEE 90th Vehicu-lar Technology Conference(VTC2019-Fall),Honolulu,Hawaii,USA,Sept.2019.This work was supported in part by National Nature Science Foun-dation of China under Grant 61601290(Yuanming Shi)and a start-up fund of Hong Kong Polytechnic University(Project ID P0013883)(Jun Zhang). （VTC2019-Fall）

通信与信息网络学报（英文）

OACSCDEI

ISSN：2096-1081

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