A DNN Inference Acceleration Algorithm in Heterogeneous Edge Computing: Joint Task Allocation and Model Partition

Lei Shi 0011, Zhigang Xu, Yi Shi 0001, Yuqi Fan, Xu Ding, Yabo Sun. A DNN Inference Acceleration Algorithm in Heterogeneous Edge Computing: Joint Task Allocation and Model Partition. In Honghao Gao, Xinheng Wang, Muddesar Iqbal, Yuyu Yin, Jianwei Yin, Ning Gu, editors, Collaborative Computing: Networking, Applications and Worksharing - 16th EAI International Conference, CollaborateCom 2020, Shanghai, China, October 16-18, 2020, Proceedings, Part I. Volume 349 of Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, pages 237-254, Springer, 2020. [doi]

Abstract

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