Jingpu Duan

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 37

Top Topics

Building Intelligent Systems

Reinforcement Learning

Congestion Control

Top Venues

Comput. Networks

IEEE J. Sel. Areas Commun.

Publications

Xiaoxi Zhang, Haoran Xu, Longhao Zou, Jingpu Duan, Chuan Wu, Yali Xue, Zuozhou Chen, Xu Chen
Rosevin: Employing Resource- and Rate-Adaptive Edge Super-Resolution for Video Streaming. INFOCOM (2024)
Zeyu Luan, Qing Li, Yong Jiang, Jingpu Duan, Ruobin Zheng, Dingding Chen, Shaoteng Liu
MATE: When multi-agent Deep Reinforcement Learning meets Traffic Engineering in multi-domain networks. Comput. Networks 247 (2024)
Songjun Huang, Yihong Li, Liangkun Chen, Xiaoxi Zhang, Shuo Liu, Jingpu Duan, Wenfei Wu, Xu Chen
Alleviating All-to-All Communication for Deep Learning Recommendation Model Inference. ICPP Workshops (2024)
Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning With Static and Streaming Datasets. IEEE Trans. Mob. Comput. 23 (7) (2024)
Jianqiang Zhong, Yihong Li, Shuo Liu, Jingpu Duan, Xiaoxi Zhang, Xu Chen
POSTER: In-network Model Inference for Distributed Systems via Programmable Switches. SIGCOMM (Posters and Demos) (2024)
Yali Lv, Jingpu Duan, Xiong Li
A survey on modeling for behaviors of complex intelligent systems based on generative adversarial networks. Comput. Sci. Rev. 52 (2024)
Tianyu Zeng, Xiaoxi Zhang, Jingpu Duan, Chao Yu, Chuan Wu, Xu Chen
An Offline-Transfer-Online Framework for Cloud-Edge Collaborative Distributed Reinforcement Learning. IEEE Trans. Parallel Distributed Syst. 35 (5) (2024)
Qilong Yan, Yufeng Zhang, Jinghao Zhang, Jingpu Duan, Jian Yin
CPT: Competence-progressive Training Strategy for Few-shot Node Classification. CoRR (2024)
Chaoqi Zhou, Jingpu Duan, Yupeng Xiao, Qing Li, Dingding Chen, Ruobin Zheng, Shaoteng Liu
DHNet: A Distributed Network Architecture for Smart Home. CoRR (2024)
Shaohui Lin, Xiaoxi Zhang, Yupeng Li, Carlee Joe-Wong, Jingpu Duan, Xu Chen
EdgeC3: Online Management for Edge-Cloud Collaborative Continuous Learning. SECON (2023)
Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
Federated Learning at the Edge: An Interplay of Mini-batch Size and Aggregation Frequency. INFOCOM Workshops (2023)
Yihong Li, Xiaoxi Zhang, Tianyu Zeng, Jingpu Duan, Chuan Wu, Di Wu, Xu Chen
Task Placement and Resource Allocation for Edge Machine Learning: A GNN-Based Multi-Agent Reinforcement Learning Paradigm. IEEE Trans. Parallel Distributed Syst. 34 (12) (2023)
Tianyu Zeng, Xiaoxi Zhang, Daipeng Feng, Jingpu Duan, Zhi Zhou, Xu Chen
RLink: Accelerate On-Device Deep Reinforcement Learning with Inference Knowledge at the Edge. MSN (2023)
Jianer Zhou, Xinyi Qiu, Zhenyu Li, Qing Li, Gareth Tyson, Jingpu Duan, Yi Wang, Heng Pan, Qinghua Wu
A Machine Learning-Based Framework for Dynamic Selection of Congestion Control Algorithms. IEEE/ACM Trans. Netw. 31 (4) (2023)
Qing Li, He Huang, Yong Jiang, Jingpu Duan
AdaptNF: Adaptive service chain scheduling with stateless migration and NF consolidation. Digit. Commun. Networks 9 (2) (2023)
Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset. CoRR (2023)
Qinglin Xun, Weichao Li, Haorui Guo, Qianyi Huang, Jianer Zhou, Jingpu Duan, Yi Wang, Jinbei Zhang
Enabling Reliable and Efficient Performance Monitoring and Troubleshooting in Datacenter Networks. IWQoS (2023)
Weijie Liu, Xiaoxi Zhang, Jingpu Duan, Carlee Joe-Wong, Zhi Zhou, Xu Chen
AdaCoOpt: Leverage the Interplay of Batch Size and Aggregation Frequency for Federated Learning. IWQoS (2023)
Yihong Li, Tianyu Zeng, Xiaoxi Zhang, Jingpu Duan, Chuan Wu
TapFinger: Task Placement and Fine-Grained Resource Allocation for Edge Machine Learning. INFOCOM (2023)
Yang Peng, Yupeng Xiao, Jingpu Duan, Xiaoxi Zhang, Weichao Li
Emulating High-performance Networks with CNNet. ICDCS Workshops (2023)
Shaohui Lin, Xiaoxi Zhang, Yupeng Li, Carlee Joe-Wong, Jingpu Duan, Xu Chen
An Online Control Approach of Collaborative Federated Learning with Constrained Resources. APNet (2023)
Jianer Zhou, Zengxie Ma, Weijian Tu, Xinyi Qiu, Jingpu Duan, Zhenyu Li, Qing Li, Xinyi Zhang, Weichao Li
Cable: A framework for accelerating 5G UPF based on eBPF. Comput. Networks 222 (2023)
Tianxiang Zhu, Xiaoxi Zhang, Jingpu Duan, Zhi Zhou, Xu Chen
A Budget-aware Incentive Mechanism for Vehicle-to-Grid via Reinforcement Learning. IWQoS (2023)
Yihong Li, Xiaoxi Zhang, Tianyu Zeng, Jingpu Duan, Chuan Wu, Di Wu, Xu Chen
Task Placement and Resource Allocation for Edge Machine Learning: A GNN-based Multi-Agent Reinforcement Learning Paradigm. CoRR (2023)
Yupeng Li, Mengjia Xia, Jingpu Duan, Yang Chen
Pricing-based resource allocation in three-tier edge computing for social welfare maximization. Comput. Networks 217 (2022)
Qing Li, Yichao Wu, Jingpu Duan, Jiahai Yang, Yong Jiang
Weighted NSFIB Aggregation With Generalized Next Hop of Strict Partial Order. IEEE Trans. Netw. Serv. Manag. 19 (2) (2022)
Guorui Xie, Qing Li, Yutao Dong, Guanglin Duan, Yong Jiang, Jingpu Duan
Mousika: Enable General In-Network Intelligence in Programmable Switches by Knowledge Distillation. INFOCOM (2022)
Hanyu Zhao, Qing Li, Jingpu Duan, Yong Jiang, Kai Liu
FlexNF: Flexible Network Function Orchestration on the Programmable Data Plane. IWQoS (2021)
Jianer Zhou, Xinyi Qiu, Zhenyu Li, Gareth Tyson, Qing Li, Jingpu Duan, Yi Wang
Antelope: A Framework for Dynamic Selection of Congestion Control Algorithms. ICNP (2021)
Guangwu Hu, Qing Li, Shuo Ai, Tan Chen, Jingpu Duan, Yu Wu
A proactive auto-scaling scheme with latency guarantees for multi-tenant NFV cloud. Comput. Networks 181 (2020)
Xiaodong Yi, Junjie Wang, Jingpu Duan, Wei Bai, Chuan Wu, Yongqiang Xiong, Dongsu Han
FlowShader: a Generalized Framework for GPU-accelerated VNF Flow Processing. ICNP (2019)
Jingpu Duan, Xiaodong Yi, Junjie Wang, Chuan Wu, Franck Le
NetStar: A Future/Promise Framework for Asynchronous Network Functions. IEEE J. Sel. Areas Commun. 37 (3) (2019)
Jingpu Duan, Xiaodong Yi, Shixiong Zhao, Chuan Wu, Heming Cui, Franck Le
NFVactor: A Resilient NFV System Using the Distributed Actor Model. IEEE J. Sel. Areas Commun. 37 (3) (2019)
Jingpu Duan, Xiaodong Yi, Shixiong Zhao, Chuan Wu, Heming Cui, Franck Le
NFVactor: A Resilient NFV System using the Distributed Actor Model. CoRR (2018)
Xiaodong Yi, Jingpu Duan, Chuan Wu
GPUNFV: a GPU-Accelerated NFV System. APNet (2017)
Jingpu Duan, Chuan Wu, Franck Le, Alex X. Liu, Yanghua Peng
Dynamic Scaling of Virtualized, Distributed Service Chains: A Case Study of IMS. CoRR (2017)
Jingpu Duan, Chuan Wu, Franck Le, Alex X. Liu, Yanghua Peng
Dynamic Scaling of Virtualized, Distributed Service Chains: A Case Study of IMS. IEEE J. Sel. Areas Commun. 35 (11) (2017)
Jingpu Duan, Zhi Wang, Chuan Wu
Responsive multipath TCP in SDN-based datacenters. ICC (2015)