Autonomous computing and network convergence:architecture, technologies, and prospects
Xiaomao ZHOU, Qingmin JIA, Yujiao HU, Kai GUO, Qianpiao MA, Hui LIU, Renchao XIE
Published in 物联网学报 (30.12.2023)
Published in 物联网学报 (30.12.2023)
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Journal Article
FedSA: A Semi-Asynchronous Federated Learning Mechanism in Heterogeneous Edge Computing
Ma, Qianpiao, Xu, Yang, Xu, Hongli, Jiang, Zhida, Huang, Liusheng, Huang, He
Published in IEEE journal on selected areas in communications (01.12.2021)
Published in IEEE journal on selected areas in communications (01.12.2021)
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Journal Article
YOGA: Adaptive Layer-Wise Model Aggregation for Decentralized Federated Learning
Liu, Jun, Liu, Jianchun, Xu, Hongli, Liao, Yunming, Wang, Zhiyuan, Ma, Qianpiao
Published in IEEE/ACM transactions on networking (01.04.2024)
Published in IEEE/ACM transactions on networking (01.04.2024)
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Journal Article
Fully Distributed Task Offloading in Vehicular Edge Computing
Ma, Qianpiao, Xu, Hongli, Wang, Haibo, Xu, Yang, Jia, Qingmin, Qiao, Chunming
Published in IEEE transactions on vehicular technology (01.04.2024)
Published in IEEE transactions on vehicular technology (01.04.2024)
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Journal Article
Distributed Strategy for Collaborative Traffic Measurement in a Multi-Controller SDN
Yao, Da, Ma, Qianpiao, Wang, Haibo, Chen, Min, Xu, Hongli
Published in IEEE transactions on network science and engineering (01.05.2024)
Published in IEEE transactions on network science and engineering (01.05.2024)
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Journal Article
FedCD: A Hybrid Federated Learning Framework for Efficient Training With IoT Devices
Liu, Jianchun, Huo, Yujia, Qu, Pengcheng, Xu, Sun, Liu, Zhi, Ma, Qianpiao, Huang, Jinyang
Published in IEEE internet of things journal (01.06.2024)
Published in IEEE internet of things journal (01.06.2024)
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Journal Article
FedCD: A Hybrid Centralized-Decentralized Architecture for Efficient Federated Learning
Qu, Pengcheng, Liu, Jianchun, Wang, Zhiyuan, Ma, Qianpiao, Huang, Jinyang
Published in 2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS) (17.12.2023)
Published in 2023 IEEE 29th International Conference on Parallel and Distributed Systems (ICPADS) (17.12.2023)
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Conference Proceeding
Lightweight Flow Distribution for Collaborative Traffic Measurement in Software Defined Networks
Xu, Hongli, Chen, Shigang, Ma, Qianpiao, Huang, Liusheng
Published in IEEE INFOCOM 2019 - IEEE Conference on Computer Communications (01.04.2019)
Published in IEEE INFOCOM 2019 - IEEE Conference on Computer Communications (01.04.2019)
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Conference Proceeding
Client grouping and time-sharing scheduling for asynchronous federated learning in heterogeneous edge computing environment
Qianpiao MA, Qingmin JIA, Jianchun LIU, Hongli XU, Renchao XIE, Tao HUANG
Published in Tongxin Xuebao (01.11.2023)
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Published in Tongxin Xuebao (01.11.2023)
Journal Article
Service Placement Considering Robustness and Dynamic in Edge Computing
Liu, Yang, Ma, Qianpiao
Published in 2021 IEEE 6th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA) (24.04.2021)
Published in 2021 IEEE 6th International Conference on Cloud Computing and Big Data Analytics (ICCCBDA) (24.04.2021)
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Conference Proceeding
Deterministic Computing Power Networking: Architecture, Technologies and Prospects
Jia, Qingmin, Hu, Yujiao, Zhou, Xiaomao, Ma, Qianpiao, Guo, Kai, Zhang, Huayu, Xie, Renchao, Huang, Tao, Liu, Yunjie
Year of Publication 31.01.2024
Year of Publication 31.01.2024
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Journal Article
FedUC: A Unified Clustering Approach for Hierarchical Federated Learning
Ma, Qianpiao, Xu, Yang, Xu, Hongli, Liu, Jianchun, Huang, Liusheng
Published in IEEE transactions on mobile computing (01.10.2024)
Published in IEEE transactions on mobile computing (01.10.2024)
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Magazine Article
Node strategy distribution method and system
GUO KAI, MA QIANPIAO, JIA QINGMIN, XIE RENCHAO, ZHOU XIAOMAO, HU YUJIAO
Year of Publication 13.10.2023
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Year of Publication 13.10.2023
Patent
Task processing method of computing power network and related device
GUO KAI, MA QIANPIAO, JIA QINGMIN, XIE RENCHAO, ZHOU XIAOMAO, HU YUJIAO
Year of Publication 01.08.2023
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Year of Publication 01.08.2023
Patent