Database Workload Capacity Planning using Time Series Analysis and Machine Learning

Authors

• 1. Antony S. Higginson (Oracle)
• 2. Mihaela Dediu (Oracle)
• 3. Octavian Arsene (Oracle)
• 4. Norman W. Paton (University of Manchester)
• 5. Suzanne M. Embury (University of Manchester)

@inproceedings{higginson_sigmod20,
        title = {{Database Workload Capacity Planning using Time Series Analysis and Machine Learning}},
        author = {Higginson, Antony S. and Dediu, Mihaela and Arsene, Octavian and Paton, Norman W. and Embury, Suzanne M.},
        series = {{SIGMOD} '20},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3318464.3386140},
        url = {https://dl.acm.org/doi/10.1145/3318464.3386140},
        year = {2020}
}

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