| Mousika: Enable General In-Network Intelligence in Programmable Switches by Knowledge Distillation JD Guorui Xie, Qing Li, Yutao Dong, Guanglin Duan, Yong Jiang IEEE INFOCOM, 2022 | 62* | 2022 |
| Responsive multipath TCP in SDN-based datacenters J Duan, Z Wang, C Wu 2015 IEEE International Conference on Communications (ICC), 5296-5301, 2015 | 54 | 2015 |
| Dynamic scaling of virtualized, distributed service chains: A case study of IMS J Duan, C Wu, F Le, AX Liu, Y Peng IEEE Journal on Selected Areas in Communications 35 (11), 2501-2511, 2017 | 39 | 2017 |
| Gpunfv: a gpu-accelerated nfv system X Yi, J Duan, C Wu Proceedings of the First Asia-Pacific Workshop on Networking, 85-91, 2017 | 38 | 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 34 (12), 3073-3089, 2023 | 25 | 2023 |
| Antelope: A framework for dynamic selection of congestion control algorithms J Zhou, X Qiu, Z Li, G Tyson, Q Li, J Duan, Y Wang 2021 IEEE 29th International Conference on Network Protocols (ICNP), 1-11, 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 |
| NFVactor: A Resilient NFV System Using the Distributed Actor Model J Duan, X Yi, S Zhao, C Wu, H Cui, F Le IEEE Journal on Selected Areas in Communications 37 (3), 586-599, 2019 | 15 | 2019 |
| NetStar: A Future/Promise Framework for Asynchronous Network Functions J Duan, X Yi, J Wang, C Wu, F Le IEEE Journal on Selected Areas in Communications 37 (3), 600-612, 2019 | 10 | 2019 |
| DYNAMITE: Dynamic interplay of mini-batch size and aggregation frequency for federated learning with static and streaming datasets W Liu, X Zhang, J Duan, C Joe-Wong, Z Zhou, X Chen IEEE Transactions on Mobile Computing 23 (7), 7664-7679, 2023 | 9 | 2023 |
| FlowShader: A generalized framework for GPU-accelerated VNF flow processing X Yi, J Wang, J Duan, W Bai, C Wu, Y Xiong, D Han 2019 IEEE 27th International Conference on Network Protocols (ICNP), 1-12, 2019 | 9 | 2019 |
| Cable: A framework for accelerating 5G UPF based on eBPF J Zhou, Z Ma, W Tu, X Qiu, J Duan, Z Li, Q Li, X Zhang, W Li Computer Networks 222, 109535, 2023 | 7 | 2023 |
| Pricing-based resource allocation in three-tier edge computing for social welfare maximization Y Li, M Xia, J Duan, Y Chen Computer Networks 217, 109311, 2022 | 7 | 2022 |
| A proactive auto-scaling scheme with latency guarantees for multi-tenant NFV cloud G Hu, Q Li, S Ai, T Chen, J Duan, Y Wu Computer Networks 181, 107552, 2020 | 7 | 2020 |
| A machine learning-based framework for dynamic selection of congestion control algorithms J Zhou, X Qiu, Z Li, Q Li, G Tyson, J Duan, Y Wang, H Pan, Q Wu IEEE/ACM Transactions on Networking 31 (4), 1566-1581, 2022 | 5 | 2022 |
| AdaCoOpt: Leverage the interplay of batch size and aggregation frequency for federated learning W Liu, X Zhang, J Duan, C Joe-Wong, Z Zhou, X Chen 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS), 1-10, 2023 | 4 | 2023 |
| A budget-aware incentive mechanism for vehicle-to-grid via reinforcement learning T Zhu, X Zhang, J Duan, Z Zhou, X Chen 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS), 1-10, 2023 | 3 | 2023 |
| FlexNF: Flexible Network Function Orchestration on the Programmable Data Plane KL Hanyu Zhao, Qing Li, Jingpu Duan, Yong Jiang IEEE/ACM IWQoS, 2021 | 3* | 2021 |
| An offline-transfer-online framework for cloud-edge collaborative distributed reinforcement learning T Zeng, X Zhang, J Duan, C Yu, C Wu, X Chen IEEE Transactions on Parallel and Distributed Systems 35 (5), 720-731, 2024 | 2 | 2024 |
| EdgeC3: Online management for edge-cloud collaborative continuous learning S Lin, X Zhang, Y Li, C Joe-Wong, J Duan, X Chen 2023 20th Annual IEEE International Conference on Sensing, Communication …, 2023 | 2 | 2023 |