| 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 | 150 | 2015 |
| 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 | 113 | 2017 |
| 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 | 99* | 2021 |
| 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 | 52 | 2018 |
| 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 | 43 | 2017 |
| 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 | 31 | 2022 |
| 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, 2022 | 28 | 2022 |
| 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 | 25 | 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 | 21* | 2021 |
| TapFinger: Task placement and fine-grained resource allocation for edge machine learning Y Li, T Zeng, X Zhang, J Duan, C Wu IEEE INFOCOM 2023-IEEE Conference on Computer Communications, 1-10, 2023 | 18* | 2023 |
| 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 | 18 | 2018 |
| 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 | 18 | 2013 |
| 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, 2023 | 16 | 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 | 16 | 2019 |
| 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 | 13 | 2022 |
| How Valuable Is Your Data? Optimizing Client Recruitment in Federated Learning Y Ruan, X Zhang, C Joe-Wong 2021 19th International Symposium on Modeling and Optimization in Mobile, Ad …, 2021 | 13 | 2021 |
| Online cost minimization for operating geo-distributed cloud CDNs X Zhang, C Wu, Z Li, FCM Lau 2015 IEEE 23rd International Symposium on Quality of Service (IWQoS), 21-30, 2015 | 13 | 2015 |
| Dynamic VM scaling: Provisioning and pricing through an online auction X Zhang, Z Huang, C Wu, Z Li, FCM Lau IEEE Transactions on Cloud Computing 9 (1), 131-144, 2018 | 12 | 2018 |
| 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 | 11 | 2022 |
| 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 | 8 | 2022 |
Carlee Joe-WongRobert E. Doherty Associate Professor, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
