AoDNN: An Auto-Offloading Approach to Optimize Deep Inference for Fostering Mobile Web

Author:

Huang Yakun1,Qiao Xiuquan1,Dustdar Schahram2,Li Yan3

Affiliation:

1. Beijing University of Posts and Telecommunications,State Key Laboratory of Networking and Switching Technology,Beijing,China,100876

2. Technische Universität Wien,Distributed Systems Group,Vienna,Austria,1040

3. Shanxi Transportation Planning Survey and Design Institute Co., Ltd.,Taiyuan,China,030012

Publisher

IEEE

Reference40 articles.

1. WebDNN

2. Tensorflow. js: Machine learning for the web and beyond;smilkov;arXiv preprint arXiv 1901 05903,2019

3. COMET: Code offload by migrating execution transparently;gordon;Symposium on Operating Systems Design and Implementation (OSDI),2012

4. BigHouse: A simulation infrastructure for data center systems

5. A close examination of performance and power characteristics of 4G LTE networks

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