Online auctions in IaaS clouds: Welfare and profit maximization with server costs X Zhang, Z Huang, C Wu, Z Li, FCM Lau
Proceedings of the 2015 ACM SIGMETRICS International Conference on …, 2015
162 2015 Towards Flexible Device Participation in Federated Learning Y Ruan, X Zhang, SC Liang, C Joe-Wong
International Conference on Artificial Intelligence and Statistics, 3403-3411, 2021
133 2021 Proactive vnf provisioning with multi-timescale cloud resources: Fusing online learning and online optimization X Zhang, C Wu, Z Li, FCM Lau
IEEE INFOCOM 2017-IEEE Conference on Computer Communications, 1-9, 2017
118 2017 EdgeAdaptor: Online configuration adaption, model selection and resource provisioning for edge DNN inference serving at scale K Zhao, Z Zhou, X Chen, R Zhou, X Zhang, S Yu, D Wu
IEEE Transactions on Mobile Computing 22 (10), 5870-5886, 2022
61 2022 HiFlash: Communication-efficient hierarchical federated learning with adaptive staleness control and heterogeneity-aware client-edge association Q Wu, X Chen, T Ouyang, Z Zhou, X Zhang, S Yang, J Zhang
IEEE Transactions on Parallel and Distributed Systems 34 (5), 1560-1579, 2023
60 2023 A Truthful X Zhang, C Wu, Z Li, FCM Lau
IEEE Transactions on Cloud Computing 8 (3), 735-748, 2018
55 2018 GreenEdge: Joint Green Energy Scheduling and Dynamic Task Offloading in Multi-Tier Edge Computing Systems H Ma, P Huang, Z Zhou, X Zhang, X Chen
IEEE Transactions on Vehicular Technology 71 (4), 4322-4335, 2022
48 2022 Online stochastic buy-sell mechanism for VNF chains in the NFV market X Zhang, Z Huang, C Wu, Z Li, FCM Lau
IEEE Journal on Selected Areas in Communications 35 (2), 392-406, 2017
47 2017 Task placement and resource allocation for edge machine learning: A gnn-based multi-agent reinforcement learning paradigm Y Li, X Zhang, T Zeng, J Duan, C Wu, D Wu, X Chen
IEEE Transactions on Parallel and Distributed Systems, 2023
44 * 2023 Modems: Optimizing edge computing migrations for user mobility T Kim, SD Sathyanarayana, S Chen, Y Im, X Zhang, S Ha, C Joe-Wong
IEEE Journal on Selected Areas in Communications, 2022
41 2022 Machine Learning on Volatile Instances: Convergence, Runtime, and Cost Tradeoffs X Zhang, J Wang, LF Lee, T Yang, A Kalra, G Joshi, C Joe-Wong
IEEE/ACM Transactions on Networking 30 (1), 215-228, 2021
30 * 2021 Joint Application Placement and Request Routing Optimization for Dynamic Edge Computing Service Management R Li, Z Zhou, X Zhang, X Chen
IEEE Transactions on Parallel and Distributed Systems 33 (12), 4581-4596, 2022
27 2022 Reliability-aware online scheduling for DNN inference tasks in mobile-edge computing H Ma, R Li, X Zhang, Z Zhou, X Chen
IEEE Internet of Things Journal 10 (13), 11453-11464, 2023
26 2023 Observe before play: Multi-armed bandit with pre-observations J Zuo, X Zhang, C Joe-Wong
ACM SIGMETRICS Performance Evaluation Review 46 (2), 89-90, 2019
22 2019 How valuable is your data? optimizing client recruitment in federated learning Y Ruan, X Zhang, C Joe-Wong
IEEE/ACM Transactions on Networking, 2024
20 2024 Occupation-Oblivious Pricing of Cloud Jobs via Online Learning X Zhang, C Wu, Z Huang, Z Li
IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 2456-2464, 2018
20 2018 Toward carbon-neutral edge computing: Greening edge AI by harnessing spot and future carbon markets H Ma, Z Zhou, X Zhang, X Chen
IEEE Internet of Things Journal 10 (18), 16637-16649, 2023
19 2023 AdaFed: Optimizing Participation-Aware Federated Learning With Adaptive Aggregation Weights L Tan, X Zhang, Y Zhou, X Che, M Hu, X Chen, D Wu
IEEE Transactions on Network Science and Engineering 9 (4), 2708-2720, 2022
19 2022 On space information flow: Single multicast J Huang, X Yin, X Zhang, X Du, Z Li
2013 International Symposium on Network Coding (NetCod), 1-6, 2013
17 2013 Fograph: Enabling Real-Time Deep Graph Inference with Fog Computing L Zeng, P Huang, K Luo, X Zhang, Z Zhou, X Chen
Proceedings of the ACM Web Conference 2022, 1774-1784, 2022
15 2022 
Xu ChenProfessor, Sun Yat-sen university, Guangzhou, ChinaEmail verificata su mail.sysu.edu.cn
