Efficient Join Order Selection Learning with Graph-based Representation

Author:

Chen Jin1,Ye Guanyu1,Zhao Yan2,Liu Shuncheng1,Deng Liwei1,Chen Xu1,Zhou Rui3,Zheng Kai1

Affiliation:

1. University of Electronic Science and Technology of China, Chengdu, China

2. Aalborg University, Aalborg, China

3. Huawei Technologies Co., Ltd., Chengdu, China

Funder

Shenzhen Municipal Science and Technology R&D Funding Basic Research Program

NSFC

Publisher

ACM

Reference35 articles.

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2. Curriculum learning

3. Genetic optimization for the join ordering problem of database queries

4. A new heuristic for optimizing large queries

5. Carlos Florensa , David Held , Markus Wulfmeier , Michael Zhang , and Pieter Abbeel . 2017 . Reverse curriculum generation for reinforcement learning . In Conference on Robot Learning. 482--495 . Carlos Florensa, David Held, Markus Wulfmeier, Michael Zhang, and Pieter Abbeel. 2017. Reverse curriculum generation for reinforcement learning. In Conference on Robot Learning. 482--495.

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