An end-to-end automatic cloud database tuning system using deep reinforcement learning J Zhang, Y Liu, K Zhou, G Li, Z Xiao, B Cheng, J Xing, Y Wang, T Cheng, ... Proceedings of the 2019 international conference on management of data, 415-432, 2019 | 324 | 2019 |
Minority disk failure prediction based on transfer learning in large data centers of heterogeneous disk systems J Zhang, K Zhou, P Huang, X He, M Xie, B Cheng, Y Ji, Y Wang IEEE Transactions on Parallel and Distributed Systems 31 (9), 2155-2169, 2020 | 37 | 2020 |
{HDDse}: Enabling {High-Dimensional} Disk State Embedding for Generic Failure Detection System of Heterogeneous Disks in Large Data Centers J Zhang, P Huang, K Zhou, M Xie, S Schelter 2020 USENIX Annual Technical Conference (USENIX ATC 20), 111-126, 2020 | 20 | 2020 |
Transfer learning based failure prediction for minority disks in large data centers of heterogeneous disk systems J Zhang, K Zhou, P Huang, X He, Z Xiao, B Cheng, Y Ji, Y Wang Proceedings of the 48th International Conference on Parallel Processing, 1-10, 2019 | 17 | 2019 |
AlphaJoin: Join Order Selection à la AlphaGo. J Zhang The 46th International Conference on Very Large Data Bases (VLDB), 2020 …, 2020 | 12 | 2020 |
Tier-scrubbing: An adaptive and tiered disk scrubbing scheme with improved MTTD and reduced cost J Zhang, Y Wang, Y Wang, K Zhou, S Sebastian, P Huang, B Cheng, Y Ji 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 9 | 2020 |