| Task failure prediction in cloud data centers using deep learning J Gao, H Wang, H Shen IEEE transactions on services computing 15 (3), 1411-1422, 2020 | 326 | 2020 |
| Machine learning based workload prediction in cloud computing J Gao, H Wang, H Shen 2020 29th international conference on computer communications and networks …, 2020 | 273 | 2020 |
| Smartly handling renewable energy instability in supporting a cloud datacenter J Gao, H Wang, H Shen 2020 IEEE international parallel and distributed processing symposium (IPDPS …, 2020 | 259 | 2020 |
| Healthedge: Task scheduling for edge computing with health emergency and human behavior consideration in smart homes H Wang, J Gong, Y Zhuang, H Shen, J Lach 2017 IEEE International Conference on Big Data (Big Data), 1213-1222, 2017 | 93 | 2017 |
| An economical and SLO-guaranteed cloud storage service across multiple cloud service providers G Liu, H Shen, H Wang IEEE Transactions on Parallel and Distributed Systems 28 (9), 2440-2453, 2017 | 44 | 2017 |
| SocialQ&A: An online social network based question and answer system H Shen, G Liu, H Wang, N Vithlani IEEE Transactions on Big Data 3 (1), 91-106, 2016 | 30 | 2016 |
| Job scheduling for large-scale machine learning clusters H Wang, Z Liu, H Shen Proceedings of the 16th International Conference on emerging Networking …, 2020 | 27 | 2020 |
| Proactive incast congestion control in a datacenter serving web applications H Wang, H Shen IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 19-27, 2018 | 25 | 2018 |
| Approaches for resilience against cascading failures in cloud datacenters H Wang, H Shen, Z Li 2018 IEEE 38th International Conference on Distributed Computing Systems …, 2018 | 24 | 2018 |
| Deadline guaranteed service for multi-tenant cloud storage G Liu, H Shen, H Wang IEEE Transactions on parallel and distributed systems 27 (10), 2851-2865, 2015 | 19 | 2015 |
| GeoCol: A geo-distributed cloud storage system with low cost and latency using reinforcement learning H Wang, H Shen, Z Li, S Tian 2021 IEEE 41st International Conference on Distributed Computing Systems …, 2021 | 16 | 2021 |
| A reinforcement learning based system for minimizing cloud storage service cost H Wang, H Shen, Q Liu, K Zheng, J Xu Proceedings of the 49th International Conference on Parallel Processing, 1-10, 2020 | 15 | 2020 |
| Swarm-based incast congestion control in datacenters serving web applications H Wang, H Shen, G Liu Proceedings of the 29th ACM Symposium on Parallelism in Algorithms and …, 2017 | 13 | 2017 |
| Multi-agent reinforcement learning based distributed renewable energy matching for datacenters H Wang, H Shen, J Gao, K Zheng, X Li Proceedings of the 50th International Conference on Parallel Processing, 1-10, 2021 | 12 | 2021 |
| Computing load aware and long-view load balancing for cluster storage systems G Liu, H Shen, H Wang 2015 IEEE International Conference on Big Data (Big Data), 174-183, 2015 | 12 | 2015 |
| Domain specialization as the key to make large language models disruptive: A comprehensive survey X Zhao, J Lu, C Deng, C Zheng, J Wang, T Chowdhury, L Yun, H Cui, ... arXiv preprint arXiv:2305.18703, 2023 | 11 | 2023 |
| Machine learning feature based job scheduling for distributed machine learning clusters H Wang, Z Liu, H Shen IEEE/ACM Transactions on Networking 31 (1), 58-73, 2022 | 10 | 2022 |
| Toward efficient short-video sharing in the YouTube social network H Shen, H Chandler, H Wang ACM Transactions on Internet Technology (TOIT) 18 (3), 1-25, 2018 | 8 | 2018 |
| Towards long-view computing load balancing in cluster storage systems G Liu, H Shen, H Wang IEEE Transactions on Parallel and Distributed Systems 28 (6), 1770-1784, 2016 | 8 | 2016 |
| Improved intermediate data management for mapreduce frameworks H Wang, H Shen, C Reiss, A Jain, Y Zhang 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2020 | 7 | 2020 |
Haiying ShenAssociate Professor of Computer Science, University of VirginiaVerified email at virginia.edu
