Publications

2021

  1. IJCAI
    Themis: A Fair Evaluation Platform for Computer Vision Competitions
    Zinuo Cai, Jianyong Yuan, Yang Hua, Tao Song, Hao Wang, Zhengui Xue, Ningxin Hu, Jonathan Ding, Ruhui Ma, Mohammad Reza Haghighat, and Haibing Guan
    In the 30th International Joint Conference on Artificial Intelligence 2021
  2. Network
    SpaceDML: Enabling Distributed Machine Learning in Space Information Networks
    Hanxi Guo, Qing Yang, Hao Wang, Yang Hua, Tao Song, Ruhui Ma, and Haibing Guan
    IEEE Network 2021
  3. ACSOS
    FaaSRank: Learning to Schedule Functions in Serverless Platforms
    Hanfei Yu, Athirai A. Irissappane, Hao Wang, and Wes J. Lloyd
    In IEEE International Conference on Autonomic Computing and Self-Organizing Systems 2021
  4. ICCV
    Self-Supervised Vessel Segmentation via Adversarial Learning
    Yuxin Ma, Yang Hua, Hanming Deng, Tao Song, Hao Wang, Zhengui Xue, Heng Cao, Ruhui Ma, and Haibing Guan
    In International Conference on Computer Vision 2021
  5. SoCC
    Siren: Byzantine-robust Federated Learning via Proactive Alarming
    Hanxi Guo, Hao Wang, Tao Song, Yang Hua, Zhangcheng Lv, Xiulang Jin, Zhengui Xue, Ruhui Ma, and Haibing Guan
    In Proceedings of the ACM Symposium on Cloud Computing 2021
  6. Preprint
    Harvesting Idle Resources in Serverless Computing via Reinforcement Learning
    Hanfei Yu, Hao Wang, Jian Li, and Seung-Jong Park
    arXiv:2108.12717 2021

2020

  1. TPDS
    Turbo: Dynamic and Decentralized Global Analytics via Machine Learning
    Hao Wang, Di Niu, and Baochun Li
    IEEE Transactions on Parallel and Distributed Systems 2020
  2. INFOCOM
    Optimizing Federated Learning on Non-IID Data with Reinforcement Learning
    Hao Wang, Zakhary Kaplan, Di Niu, and Baochun Li
    In IEEE International Conference on Computer Communications (INFOCOM) 2020
  3. Thesis
    Optimizing Distributed Computing Systems via Machine Learning
    Hao Wang
    2020

2019

  1. INFOCOM
    Distributed Machine Learning with a Serverless Architecture
    Hao Wang, Di Niu, and Baochun Li
    In IEEE International Conference on Computer Communications (INFOCOM) 2019

2018

  1. SoCC
    Dynamic and Decentralized Global Analytics via Machine Learning
    Hao Wang, Di Niu, and Baochun Li
    In Proceedings of the ACM Symposium on Cloud Computing 2018
  2. TNSE
    Mitigating Bottlenecks in Wide Area Data Analytics via Machine Learning
    Hao Wang, and Baochun Li
    IEEE Transactions on Network Science and Engineering 2018

2017

  1. HotCloud
    Lube: Mitigating Bottlenecks in Wide Area Data Analytics
    Hao Wang, and Baochun Li
    In 9th {USENIX} Workshop on Hot Topics in Cloud Computing (HotCloud 17) 2017
  2. ToN
    Pias: Practical information-agnostic flow scheduling for commodity data centers
    Wei Bai, Li Chen, Kai Chen, Dongsu Han, Chen Tian, and Hao Wang
    IEEE/ACM Transactions on Networking 2017
  3. ICDCS
    Optimizing Shuffle in Wide-area Data Analytics
    Shuhao Liu, Hao Wang, and Baochun Li
    In IEEE 37th International Conference on Distributed Computing Systems (ICDCS) 2017

2016

  1. ToN
    Guaranteeing deadlines for inter-data center transfers
    Hong Zhang, Kai Chen, Wei Bai, Dongsu Han, Chen Tian, Hao Wang, Haibing Guan, and Ming Zhang
    IEEE/ACM Transactions on Networking 2016

2015

  1. ICDCS
    FlowProphet: Generic and accurate traffic prediction for data-parallel cluster computing
    Hao Wang, Li Chen, Kai Chen, Ziyang Li, Yiming Zhang, Haibing Guan, Zhengwei Qi, Dongsheng Li, and Yanhui Geng
    In 2015 IEEE 35th International Conference on Distributed Computing Systems 2015
  2. NSDI
    Explicit path control in commodity data centers: Design and applications
    Shuihai Hu, Kai Chen, Haitao Wu, Wei Bai, Chang Lan, Hao Wang, Hongze Zhao, and Chuanxiong Guo
    In 12th {USENIX} Symposium on Networked Systems Design and Implementation ({NSDI} 15) 2015
  3. NSDI
    Information-agnostic flow scheduling for commodity data centers
    Wei Bai, Li Chen, Kai Chen, Dongsu Han, Chen Tian, and Hao Wang
    In 12th {USENIX} Symposium on Networked Systems Design and Implementation ({NSDI} 15) 2015
  4. ToN
    Towards comprehensive traffic forecasting in cloud computing: Design and application
    Yang Peng, Kai Chen, Guohui Wang, Wei Bai, Yangming Zhao, Hao Wang, Yanhui Geng, Zhiqiang Ma, and Lin Gu
    IEEE/ACM Transactions on Networking 2015

2014

  1. ICCCN
    On pricing schemes in data center network with game theoretic approach
    Hao Wang, Yangming Zhao, and Haibing Guan
    In 2014 23rd International Conference on Computer Communication and Networks (ICCCN) 2014