Conference publications

1. H Bai, Haoyu Wang, N Gong, X Wang, W Ying, H Chen, Y Fu
   Supply Chain Optimization via Generative Simulation and Iterative Decision Policies WSC’2025: Winter Simulation Conference (WSC)

2. Y Ye, LA Tang, Haoyu Wang, R Yu, W Yu, E He, H Chen, H Xiong
   Pail: Performance based adversarial imitation learning engine for carbon neutral optimization KDD’2024: Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …

3. C Deng, Z Chen, X Zhao, Haoyu Wang, J Wang, H Chen, J Gao
   RIO-CPD: A Riemannian Geometric Method for Correlation-aware Online Change Point Detection arXiv’2024: arXiv preprint arXiv:2407.09698

4. Y Li, Y Liu, Haoyu Wang, Z Chen, W Cheng, Y Chen, W Yu, H Chen, C Liu
   Glad: Content-aware dynamic graphs for log anomaly detection ICKG’2023: IEEE International Conference on Knowledge Graph (ICKG)

5. Haoyu Wang, K Zheng, C Reiss, H Shen
   NCC: Neighbor-aware congestion control based on reinforcement learning for datacenter networks ICPP’2022: Proceedings of the 51st International Conference on Parallel Processing

6. 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

7. 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

8. 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

9. Haoyu Wang, H Shen, J Gao, K Zheng, X Li
   Multi-agent reinforcement learning based distributed renewable energy matching for datacenters ICPP’2021: Proceedings of the 50th International Conference on Parallel Processing

10. 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

11. 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

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

13. 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

14. 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

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

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

17. 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

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

19. 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

Journal publications

1. C Ling, X Zhao, J Lu, C Deng, C Zheng, J Wang, T Chowdhury, Y Li, …
   Domain specialization as the key to make large language models disruptive: A comprehensive survey CSUR’2025: ACM Computing Surveys 58 (3)

2. H Shen, Haoyu Wang, J Gao, R Buyya
   An instability-resilient renewable energy allocation system for a cloud datacenter TPDS’2023: IEEE Transactions on Parallel and Distributed Systems 34 (3)

3. Haoyu Wang, Z Liu, H Shen
   Machine learning feature based job scheduling for distributed machine learning clusters ToN’2022: IEEE/ACM Transactions on Networking 31 (1)

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

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

6. 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

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

8. 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

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