Database Workload Capacity Planning using Time Series Analysis and Machine Learning

Antony S. Higginson, Mihaela Dediu, Octavian Arsene, Norman W. Paton, Suzanne M. Embury. Database Workload Capacity Planning using Time Series Analysis and Machine Learning. In David Maier 0001, Rachel Pottinger, AnHai Doan, Wang Chiew Tan, Abdussalam Alawini, Hung Q. Ngo 0001, editors, Proceedings of the 2020 International Conference on Management of Data, SIGMOD Conference 2020, online conference [Portland, OR, USA], June 14-19, 2020. pages 769-783, ACM, 2020. [doi]

@inproceedings{HigginsonDAPE20,
  title = {Database Workload Capacity Planning using Time Series Analysis and Machine Learning},
  author = {Antony S. Higginson and Mihaela Dediu and Octavian Arsene and Norman W. Paton and Suzanne M. Embury},
  year = {2020},
  doi = {10.1145/3318464.3386140},
  url = {https://doi.org/10.1145/3318464.3386140},
  researchr = {https://researchr.org/publication/HigginsonDAPE20},
  cites = {0},
  citedby = {0},
  pages = {769-783},
  booktitle = {Proceedings of the 2020 International Conference on Management of Data, SIGMOD Conference 2020, online conference [Portland, OR, USA], June 14-19, 2020},
  editor = {David Maier 0001 and Rachel Pottinger and AnHai Doan and Wang Chiew Tan and Abdussalam Alawini and Hung Q. Ngo 0001},
  publisher = {ACM},
  isbn = {978-1-4503-6735-6},
}