AI-based Resource Allocation: Reinforcement Learning for Adaptive Auto-scaling in Serverless Environments

Lucia Schuler, Somaya Jamil, Niklas Kühl. AI-based Resource Allocation: Reinforcement Learning for Adaptive Auto-scaling in Serverless Environments. In Laurent Lefèvre, Stacy Patterson, Young Choon Lee, Haiying Shen, Shashikant Ilager, Mohammad Goudarzi, Adel Nadjaran Toosi, Rajkumar Buyya, editors, 21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2021, Melbourne, Australia, May 10-13, 2021. pages 804-811, IEEE, 2021. [doi]

@inproceedings{SchulerJK21,
  title = {AI-based Resource Allocation: Reinforcement Learning for Adaptive Auto-scaling in Serverless Environments},
  author = {Lucia Schuler and Somaya Jamil and Niklas Kühl},
  year = {2021},
  doi = {10.1109/CCGrid51090.2021.00098},
  url = {https://doi.org/10.1109/CCGrid51090.2021.00098},
  researchr = {https://researchr.org/publication/SchulerJK21},
  cites = {0},
  citedby = {0},
  pages = {804-811},
  booktitle = {21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2021, Melbourne, Australia, May 10-13, 2021},
  editor = {Laurent Lefèvre and Stacy Patterson and Young Choon Lee and Haiying Shen and Shashikant Ilager and Mohammad Goudarzi and Adel Nadjaran Toosi and Rajkumar Buyya},
  publisher = {IEEE},
  isbn = {978-1-7281-9586-5},
}