Murmuration: On-the-fly DNN Adaptation for SLO-Aware Distributed Inference in Dynamic Edge Environments

Author:

Lin Jieyu1ORCID,Li Minghao1ORCID,Zhang Sai Qian2ORCID,Leon-Garcia Alberto1ORCID

Affiliation:

1. University of Toronto, Canada

2. New York University, United States of America

Publisher

ACM

Reference17 articles.

1. Han Cai, Chuang Gan, Tianzhe Wang, Zhekai Zhang, and Song Han. 2019. Once-for-all: Train one network and specialize it for efficient deployment. arXiv preprint arXiv:1908.09791 (2019).

2. AutoFormer: Searching Transformers for Visual Recognition

3. Dibya Ghosh, Abhishek Gupta, Ashwin Reddy, Justin Fu, Coline Devin, Benjamin Eysenbach, and Sergey Levine. 2019. Learning to reach goals via iterated supervised learning. arXiv preprint arXiv:1912.06088 (2019).

4. A hybrid approach to offloading mobile image classification

5. Dynamic Adaptive DNN Surgery for Inference Acceleration on the Edge

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