| 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 | 159 | 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 | 131 | 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 | 117 | 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 | 57 | 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 | 56 | 2023 |
| A Truthful -Optimal Mechanism for On-Demand Cloud Resource Provisioning 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 | 46 | 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 | 42* | 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 | 40 | 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 | 25 | 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 |
| 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 |
| How valuable is your data? optimizing client recruitment in federated learning Y Ruan, X Zhang, C Joe-Wong IEEE/ACM Transactions on Networking, 2024 | 19 | 2024 |
| 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 | 17 | 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 |
| 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 | 15 | 2023 |
| 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, Chinaยืนยันอีเมลแล้วที่ mail.sysu.edu.cn
