DBA bandits: Self-driving index tuning under ad-hoc, analytical workloads with safety guarantees RM Perera, B Oetomo, BIP Rubinstein, R Borovica-Gajic
2021 IEEE 37th International Conference on Data Engineering (ICDE), 600-611, 2021
25 2021 No DBA? No regret! Multi-armed bandits for index tuning of analytical and HTAP workloads with provable guarantees RM Perera, B Oetomo, BIP Rubinstein, R Borovica-Gajic
IEEE Transactions on Knowledge and Data Engineering, 2023
6 2023 Cutting to the chase with warm-start contextual bandits B Oetomo, RM Perera, R Borovica-Gajic, BIP Rubinstein
Knowledge and Information Systems, 1-33, 2023
4 2023 HMAB: self-driving hierarchy of bandits for integrated physical database design tuning RM Perera, B Oetomo, BIP Rubinstein, R Borovica-Gajic
Proceedings of the VLDB Endowment 16 (2), 216-229, 2022
4 2022 A Note on Bounding Regret of the C UCB Contextual Combinatorial Bandit B Oetomo, M Perera, R Borovica-Gajic, BIP Rubinstein
arXiv preprint arXiv:1902.07500, 2019
4 2019 Reading and Understanding Storm UI RM Perera
[Online] Available at https://www.malinga.me/reading-and-understanding-the …, 2008
3 * 2008 Cutting to the chase with warm-start contextual bandits BIP Oetomo, Bastian and Perera, R Malinga and Borovica-Gajic, Renata and ...
2021 IEEE International Conference on Data Mining (ICDM), 459-468, 2021
2021