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No DBA? No regret! Multi-armed bandits for index tuning of analytical and HTAP workloads with provable guarantees
[article]
2021
arXiv
pre-print
Automating physical database design has remained a long-term interest in database research due to substantial performance gains afforded by optimised structures. Despite significant progress, a majority of today's commercial solutions are highly manual, requiring offline invocation by database administrators (DBAs) who are expected to identify and supply representative training workloads. Even the latest advancements like query stores provide only limited support for dynamic environments. This
arXiv:2108.10130v1
fatcat:36irphbtdfaoxjx6ef6u5gwznq