Full list of publications

Conference publications

1. Haoyu Wang, H. Shen, J. Gao, K. Zheng, X. Li
   Multi-Agent Reinforcement Learning based Distributed Renewable Energy Matching for Datacenters
   ICPP’2021: IEEE International Conference on Parallel Processing

2. Haoyu Wang, H. Shen, Z. Li, S. Tian
   GeoCol: A Geo-distributed Cloud Storage System with Low Cost and Latency using Reinforcement Learning
   ICDCS’2021: IEEE International Conference on Distributed Computing Systems

3. R. Kaulgud Ramesh, Haoyu Wang, H. Shen, Z. Fan
   Machine Learning for Load Balancing in Cloud Datacenters
   CCGrid’2021: IEEE/ACM international Symposium on Cluster, Cloud and Internet Computing

4. Haoyu Wang, Z. Liu, Z. H. Shen
   Job Scheduling for Large-Scale Machine Learning Clusters
   CoNEXT’2020: International Conference on emerging Networking EXperiments and Technologies

5. Haoyu Wang, H. Shen, C. Reiss, A. Jain, Y. Zhang
   Improved Intermediate Data Management for MapReduce Frameworks
   IPDPS’2020: IEEE International Parallel and Distributed Processing Symposium

6. J. Gao, Haoyu Wang, H. Shen
   Machine Learning Based Workload Prediction in Cloud Computing
   ICCCN’2020: International Conference on Computer Communications and Networks

7. Haoyu Wang, H. Shen, Q. Liu, K. Zheng, J. Xu
   A Reinforcement Learning Based System for Minimizing Cloud Storage Service Cost
   ICPP’2020: IEEE International Conference on Parallel Processing

8. J. Gao, Haoyu Wang, H. Shen
   Smartly Handling Renewable Energy Instability in Supporting A Cloud Datacenter
   IPDPS’2020: IEEE International Parallel and Distributed Processing Symposium

9. J. Gao, Haoyu Wang, H. Shen
   Task Failure Prediction in Cloud Data Centers Using Deep Learning
   BigData’2019: IEEE international conference on Big Data

10. G. Liu, H. Shen, Haoyu Wang
    Task Failure Prediction in Cloud Data Centers Using Deep Learning
    ICPP’2019: IEEE International Conference on Parallel Processing

11. Haoyu Wang, H. Shen and Z. Li
    Approaches for Resilience Against Cascading Failures in Cloud Datacenters
    ICDCS’2018: IEEE International Conference on Distributed Computing Systems

12. Haoyu Wang, H. Shen
    Proactive Incast Congestion Control in a Datacenter Serving Web Applications
    INFOCOM’2018: IEEE International Conference on Computer Communications

13. Haoyu Wang, H. Shen, G. Liu
    Swarm-based Incast Congestion Control in datacenter Serving Web Applications
    SPAA’2017: ACM Symposium on Parallelism in Algorithms and Architectures, co-located with PODC

14. Haoyu Wang, J. Gong, Y. Zhuang, H. Shen, J. Lach
    HealthEdge: Task Scheduling for Edge Computing with Health Emergency and Human Behavior Consideration in Smart Homes
    BigData’2017: IEEE international conference on Big Data

15. G. Liu, Haoyu Wang, H. Shen
    Computing load aware and long-view load balancing for cluster storage systems
    BigData’2015: IEEE international conference on Big Data

Journal publications

1. G. Liu, H. Shen, Haoyu Wang, Y. Lei
   Towards Deadline Guaranteed Cloud Storage Services
   TSC’2018, IEEE Transacions on Services Computing

2. H. Shen, H. Chandler, Haoyu Wang
   Toward Efficient Short-Video Sharing in the YouTube Social Network
   TOIT’2017, ACM Transactions on Internet Technology

3. G. Liu, H. Shen, Haoyu Wang
   An Economical and SLO-Guaranteed Cloud Storage Service across Multiple Cloud Service Providers
   TPDS’2017, IEEE Transactions on Parallel and Distributed Systems

4. G. Liu, H. Shen, Haoyu Wang
   SocialQ&A: An online social network based question and answer system
   BigData’2017, IEEE Transactions on Big Data

5. G. Liu, H. Shen, Haoyu Wang
   Towards Long-View Computing Load Balancing in Cluster Storage Systems
   TPDS’2016, IEEE Transactions on Parallel and Distributed Systems

6. G. Liu, H. Shen, Haoyu Wang
   Deadline guaranteed service for multi-tenant cloud storage
   TPDS’2016, IEEE Transactions on Parallel and Distributed Systems