Publications and Preprints

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Papers in Submission/Revision

1. Eris: An Online Auction for Scheduling Unbiased Distributed Learning over Edge Wireless Networks
   Jinlong Pang, Ziyi Han, Ruiting Zhou, Renli Zhang, John C.S. Lui, Hao Chen
   (Under review), submitted to IEEE Transaction on Computers

Published Papers

1. Online Scheduling Algorithms for Unbiased Distributed Learning over Edge Wireless Networks
   Jinlong Pang, Ziyi Han, Ruiting Zhou, Haisheng Tan, Yue Cao
   Journal of Systems Architecture (JSA), 2022
   [paper]

2. Incentive Auction Design for Selecting Heterogeneous Clients in Federated Learning
   Jinlong Pang, Jieling Yu, Ruiting Zhou, John C.S. Lui
   IEEE Transactions on Mobile Computing (TMC), 2022
   [paper]

3. Online Scheduling Algorithm for Heterogeneous Distributed Machine Learning Jobs
   Ruiting Zhou, Jinlong Pang, Qin Zhang, Chuan Wu, Lei Jiao, Yi Zhong, Zongpeng Li
   IEEE Transactions on Cloud Computing (TCC), 2022
   [paper]

4. DPS: Dynamic Pricing and Scheduling for Distributed Machine Learning Jobs in Edge-Cloud Networks
   Ruiting Zhou, Ne Wang, Yifeng Huang, Jinlong Pang, Lei Jiao, Hao Chen
   IEEE Transactions on Mobile Computing (TMC), 2022
   [paper]

5. Online Scheduling Unbiased Distributed Learning over Wireless Edge Networks
   Ziyi Han, Ruiting Zhou, Jinlong Pang, Haisheng Tan, Yue Cao
   IEEE ICPADS – IEEE International Conference on Parallel and Distributed Systems, 2021 (Outstanding Paper Award)
   [paper]

6. A Truthful Procurement Auction for Incentivizing Heterogeneous Clients in Federated Learning
   Ruiting Zhou, Jinlong Pang, Zhibo Wang, John C.S. Lui, Zongpeng Li
   IEEE ICDCS – IEEE International Conference on Distributed Computing Systems, 2021
   [paper]