Adaptive Auto-Scaling of Delay-Sensitive Serverless Services with Reinforcement Learning

Zhiyu Zhang, Tao Wang, An Li, Wenbo Zhang. Adaptive Auto-Scaling of Delay-Sensitive Serverless Services with Reinforcement Learning. In Hong Va Leong, Sahra Sedigh Sarvestani, Yuuichi Teranishi, Alfredo Cuzzocrea, Hiroki Kashiwazaki, Dave Towey, Ji-Jiang Yang, Hossain Shahriar, editors, 46th IEEE Annual Computers, Software, and Applications Conferenc, COMPSAC 2022, Los Alamitos, CA, USA, June 27 - July 1, 2022. pages 866-871, IEEE, 2022. [doi]

@inproceedings{ZhangWLZ22-3,
  title = {Adaptive Auto-Scaling of Delay-Sensitive Serverless Services with Reinforcement Learning},
  author = {Zhiyu Zhang and Tao Wang and An Li and Wenbo Zhang},
  year = {2022},
  doi = {10.1109/COMPSAC54236.2022.00137},
  url = {https://doi.org/10.1109/COMPSAC54236.2022.00137},
  researchr = {https://researchr.org/publication/ZhangWLZ22-3},
  cites = {0},
  citedby = {0},
  pages = {866-871},
  booktitle = {46th IEEE Annual Computers, Software, and Applications Conferenc, COMPSAC 2022, Los Alamitos, CA, USA, June 27 - July 1, 2022},
  editor = {Hong Va Leong and Sahra Sedigh Sarvestani and Yuuichi Teranishi and Alfredo Cuzzocrea and Hiroki Kashiwazaki and Dave Towey and Ji-Jiang Yang and Hossain Shahriar},
  publisher = {IEEE},
  isbn = {978-1-6654-8810-5},
}