Qd-tree: Learning Data Layouts for Big Data Analytics

no code implementations • 22 Apr 2020 • Zongheng Yang, Badrish Chandramouli, Chi Wang, Johannes Gehrke, Yi-Nan Li, Umar Farooq Minhas, Per-Åke Larson, Donald Kossmann, Rajeev Acharya

For a given workload, however, such techniques are unable to optimize for the important metric of the number of blocks accessed by a query.

Blocking Deep Reinforcement Learning