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 | 259 | 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 | 232 | 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 | 199 | 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 | 78 | 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 | 39 | 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 | 28 | 2016 |
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 | 21 | 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 |
Job scheduling for large-scale machine learning clusters H Wang, Z Liu, H Shen Proceedings of the 16th International Conference on emerging Networking …, 2020 | 18 | 2020 |
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 | 17 | 2018 |
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 50th International Conference on Parallel Processing, 1-10, 2021 | 11 | 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 | 11 | 2015 |
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 | 10 | 2020 |
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 | 9 | 2021 |
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 | 9 | 2018 |
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 |
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 | 7 | 2016 |
Towards deadline guaranteed cloud storage services G Liu, H Shen, H Wang, L Yu IEEE Transactions on Services Computing 14 (3), 915-929, 2018 | 4 | 2018 |
Machine learning feature based job scheduling for distributed machine learning clusters H Wang, Z Liu, H Shen IEEE/ACM Transactions on Networking, 2022 | 2 | 2022 |