Hao Wang

Assistant Professor

3272X Patrick F. Taylor Hall

Louisiana State University
Baton Rouge, LA 70803

Phone: 225 578 7510 / Fax: 225 578 1465
[email protected]

 

Educational Background

Ph.D. in Electrical and Computer Engineering, University of Toronto, Ontario, Canada 2020

M.Engr. in Software Engineering, Shanghai Jiao Tong University, Shanghai, China 2015

B.Engr. in Information Security, Shanghai Jiao Tong University, Shanghai, China 2012

 

Research Interests

Large-scale Data Analytics, Machine Learning Systems, Distributed Computing, Cloud Computing, Datacenter Networking

 

Teaching Responsibilities

CSC 3510: Computer Organization and Design

 

Selected Publications

Hao Wang, Zakhary Kaplan, Di Niu, Baochun Li. “Optimizing Federated Learning on Non-IID Data with Reinforcement Learning,” in the Proceedings of IEEE INFOCOM 2020, Beijing, China, April 27-30, 2020.

Hao Wang, Di Niu, Baochun Li. “Distributed Machine Learning with a Serverless Architecture,” in the Proceedings of IEEE INFOCOM 2019, Paris, France, April 29-May 2, 2019.

Hao Wang, Di Niu, Baochun Li. “Dynamic and Decentralized Global Analytics via Machine Learning,” in the Proceedings of the ACM Symposium on Cloud Computing 2018 (SoCC 2018), Carlsbad, California, October 11-13, 2018

Hao Wang, Baochun Li. “Lube: Mitigating Bottlenecks in Wide Area Data Analytics,” in the Proceedings of the 9th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud 2017), Santa Clara, California, July 10-11, 2017.

Hao Wang, Di Niu, Baochun Li. “Turbo: Dynamic and Decentralized Global Analytics via Machine Learning,” in IEEE Transactions on Parallel and Distributed Systems (TPDS), 2020.

Hao Wang, Baochun Li. “Mitigating Bottlenecks in Wide Area Data Analytics via Machine Learning,” in IEEE Transactions on Network Science and Engineering (TNSE), 2018.