Dynamic Early Exit Scheduling for Deep Neural Network Inference through Contextual Bandits.

Weiyu Ju|Wei Bao|Liming Ge|Dong Yuan


Anthology ID:DBLP:conf/cikm/JuBGY21
Volume:CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
Year:2021
Venue:International Conference on Information and Knowledge Management (CIKM)
Publisher:ACM
Pages:823-832
URL:https://doi.org/10.1145/3459637.3482335
DOI:https://doi.org/10.1145/3459637.3482335
DBLP:conf/cikm/JuBGY21
BibTeX:
@inproceedings{ju-2021-dynamic, author = {Weiyu Ju and Wei Bao and Liming Ge and Dong Yuan}, editor = {Gianluca Demartini and Guido Zuccon and J. Shane Culpepper and Zi Huang and Hanghang Tong}, title = {{Dynamic Early Exit Scheduling for Deep Neural Network Inference through Contextual Bandits}}, booktitle = {{CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021}}, pages = {823--832}, publisher = {ACM}, year = {2021}, url = {https://doi.org/10.1145/3459637.3482335}, doi = {https://doi.org/10.1145/3459637.3482335} }