| 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 | 381 | 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 | 46 | 2020 |
| : An efficient deep reinforcement learning-based automatic cloud database tuning system J Zhang, K Zhou, G Li, Y Liu, M Xie, B Cheng, J Xing The VLDB Journal 30 (6), 959-987, 2021 | 34 | 2021 |
| {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 | 25 | 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 | 21 | 2019 |
| AlphaJoin: Join Order Selection à la AlphaGo. J Zhang The 46th International Conference on Very Large Data Bases (VLDB), 2020 …, 2020 | 18 | 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 | 10 | 2020 |
| SPAE: Lifelong disk failure prediction via end-to-end GAN-based anomaly detection with ensemble update Y Liu, Y Guan, T Jiang, K Zhou, H Wang, G Hu, J Zhang, W Fang, ... Future Generation Computer Systems 148, 460-471, 2023 | 7 | 2023 |
| SLAP: An adaptive, learned admission policy for content delivery network caching K Liu, K Wu, H Wang, K Zhou, J Zhang, C Li 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2023 | 7 | 2023 |
| L-qoco: learning to optimize cache capacity overloading in storage systems J Zhang, X Li, X Zhou, M Yuan, Z Cheng, K Huang, Y Li Proceedings of the 59th ACM/IEEE Design Automation Conference, 379-384, 2022 | 6 | 2022 |
| SS-LRU: a smart segmented LRU caching C Li, M Wu, Y Liu, K Zhou, J Zhang, Y Sun Proceedings of the 59th ACM/IEEE Design Automation Conference, 397-402, 2022 | 5 | 2022 |
| Ldpp: A learned directory placement policy in distributed file systems Y Wang, F Yang, J Zhang, C Li, K Zhou, C Liu, Z Cheng, W Fang, J Liu Proceedings of the 51st International Conference on Parallel Processing, 1-11, 2022 | 3 | 2022 |
| A Data-aware Learned Index Scheme for Efficient Writes L Liu, C Li, Z Zhang, Y Liu, K Zhou, J Zhang Proceedings of the 51st International Conference on Parallel Processing, 1-11, 2022 | 3 | 2022 |
| SLAP: Segmented Reuse-Time-Label Based Admission Policy for Content Delivery Network Caching K Liu, K Wu, H Wang, K Zhou, P Wang, J Zhang, C Li ACM Transactions on Architecture and Code Optimization 21 (2), 1-24, 2024 | 2 | 2024 |
| HyperDB: a Novel Key Value Store for Reducing Background Traffic in Heterogeneous SSD Storage R Zhou, Y Zhang, C Li, K Zhou, P Wang, G Zhang, J Zhang, G Zhang Proceedings of the 53rd International Conference on Parallel Processing, 453-463, 2024 | | 2024 |
| Joint Directory, File and IO Trace Feature Extraction and Feature-based Trace Regeneration for Enterprise Storage Systems K Huang, X Li, M Yuan, J Zhang, Z Shao 2024 IEEE 40th International Conference on Data Engineering (ICDE), 4002-4015, 2024 | | 2024 |
| An optimized learning-based directory placement policy with two-rounds selection in distributed file systems Y Wang, F Yang, K Zhou, C Li, C Liu, J Zhang, Z Cheng Future Generation Computer Systems 154, 235-250, 2024 | | 2024 |
| Multidimensional Features Helping Predict Failures in Production SSD-Based Consumer Storage Systems X Zhang, Z Tan, D Feng, Q He, W Ju, J Hao, J Zhang, L Yang, W Qi 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2023 | | 2023 |
| Answering the Call to ARMs with PACER: Power-Efficiency in Storage Servers H Cao, S Bergman, S Sun, YA Zhou, X Li, J Gao, Z Cheng, J Zhang | | |
| Exploring Monte Carlo Tree Search for Join Order Selection J Zhang, K Wan, S Schelterζ, K Zhou | | |
Guoliang LiProfessor, Tsinghua UniversityVerified email at tsinghua.edu.cn
