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@article{DBLP:journals/tpds/ChenXWLLCZ24,
author = {Chen Chen and
Hong Xu and
Wei Wang and
Baochun Li and
Bo Li and
Li Chen and
Gong Zhang},
title = {Synchronize Only the Immature Parameters: Communication-Efficient
Federated Learning By Freezing Parameters Adaptively},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {35},
number = {7},
pages = {1155--1173},
year = {2024},
url = {https://doi.org/10.1109/TPDS.2023.3241965},
doi = {10.1109/TPDS.2023.3241965},
timestamp = {Mon, 20 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/ChenXWLLCZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/FanWTZH24,
author = {Jiamin Fan and
Kui Wu and
Guoming Tang and
Yang Zhou and
Shengqiang Huang},
title = {Taking Advantage of the Mistakes: Rethinking Clustered Federated Learning
for IoT Anomaly Detection},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {35},
number = {6},
pages = {707--721},
year = {2024},
url = {https://doi.org/10.1109/TPDS.2024.3379905},
doi = {10.1109/TPDS.2024.3379905},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/FanWTZH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/HuangWSMC24,
author = {Guangjing Huang and
Qiong Wu and
Peng Sun and
Qian Ma and
Xu Chen},
title = {Collaboration in Federated Learning With Differential Privacy: {A}
Stackelberg Game Analysis},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {35},
number = {3},
pages = {455--469},
year = {2024},
url = {https://doi.org/10.1109/TPDS.2024.3354713},
doi = {10.1109/TPDS.2024.3354713},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/HuangWSMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/WangXXJLC24,
author = {Zhiyuan Wang and
Hongli Xu and
Yang Xu and
Zhida Jiang and
Jianchun Liu and
Suo Chen},
title = {{FAST:} Enhancing Federated Learning Through Adaptive Data Sampling
and Local Training},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {35},
number = {2},
pages = {221--236},
year = {2024},
url = {https://doi.org/10.1109/TPDS.2023.3334398},
doi = {10.1109/TPDS.2023.3334398},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/WangXXJLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/WuSWLPJG24,
author = {Zhiyuan Wu and
Sheng Sun and
Yuwei Wang and
Min Liu and
Quyang Pan and
Xuefeng Jiang and
Bo Gao},
title = {FedICT: Federated Multi-Task Distillation for Multi-Access Edge Computing},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {35},
number = {6},
pages = {952--966},
year = {2024},
url = {https://doi.org/10.1109/TPDS.2023.3289444},
doi = {10.1109/TPDS.2023.3289444},
timestamp = {Thu, 16 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/WuSWLPJG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/WuURKSV24,
author = {Di Wu and
Rehmat Ullah and
Philip Rodgers and
Peter Kilpatrick and
Ivor T. A. Spence and
Blesson Varghese},
title = {EcoFed: Efficient Communication for {DNN} Partitioning-Based Federated
Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {35},
number = {3},
pages = {377--390},
year = {2024},
url = {https://doi.org/10.1109/TPDS.2024.3349617},
doi = {10.1109/TPDS.2024.3349617},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/WuURKSV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/YangXDL24,
author = {Meilin Yang and
Jian Xu and
Wenbo Ding and
Yang Liu},
title = {FedHAP: Federated Hashing With Global Prototypes for Cross-Silo Retrieval},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {35},
number = {4},
pages = {592--603},
year = {2024},
url = {https://doi.org/10.1109/TPDS.2023.3324426},
doi = {10.1109/TPDS.2023.3324426},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/YangXDL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/ChenWCYL23,
author = {Qian Chen and
Zilong Wang and
Jiawei Chen and
Haonan Yan and
Xiaodong Lin},
title = {Dap-FL: Federated Learning Flourishes by Adaptive Tuning and Secure
Aggregation},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {6},
pages = {1923--1941},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3267897},
doi = {10.1109/TPDS.2023.3267897},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/ChenWCYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/ChengXLFSWH23,
author = {Zhipeng Cheng and
Xiaoyu Xia and
Minghui Liwang and
Xuwei Fan and
Yanglong Sun and
Xianbin Wang and
Lianfen Huang},
title = {{CHEESE:} Distributed Clustering-Based Hybrid Federated Split Learning
Over Edge Networks},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {12},
pages = {3174--3191},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3322755},
doi = {10.1109/TPDS.2023.3322755},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/ChengXLFSWH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/CuiSZZWBH23,
author = {Jie Cui and
Hu Sun and
Hong Zhong and
Jing Zhang and
Lu Wei and
Irina Bolodurina and
Debiao He},
title = {Collaborative Intrusion Detection System for {SDVN:} {A} Fairness
Federated Deep Learning Approach},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {9},
pages = {2512--2528},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3290650},
doi = {10.1109/TPDS.2023.3290650},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/CuiSZZWBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/GuoLZCX23,
author = {Yeting Guo and
Fang Liu and
Tongqing Zhou and
Zhiping Cai and
Nong Xiao},
title = {Privacy vs. Efficiency: Achieving Both Through Adaptive Hierarchical
Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {4},
pages = {1331--1342},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3244198},
doi = {10.1109/TPDS.2023.3244198},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/GuoLZCX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/JinBYDGYS23,
author = {Hai Jin and
Dongshan Bai and
Dezhong Yao and
Yutong Dai and
Lin Gu and
Chen Yu and
Lichao Sun},
title = {Personalized Edge Intelligence via Federated Self-Knowledge Distillation},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {2},
pages = {567--580},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2022.3225185},
doi = {10.1109/TPDS.2022.3225185},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/JinBYDGYS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/JinWZZJTLX23,
author = {Haoyu Jin and
Donglei Wu and
Shuyu Zhang and
Xiangyu Zou and
Sian Jin and
Dingwen Tao and
Qing Liao and
Wen Xia},
title = {Design of a Quantization-Based {DNN} Delta Compression Framework for
Model Snapshots and Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {3},
pages = {923--937},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2022.3230840},
doi = {10.1109/TPDS.2022.3230840},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/JinWZZJTLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/LeiWZLTDFWG23,
author = {Runze Lei and
Pinghui Wang and
Junzhou Zhao and
Lin Lan and
Jing Tao and
Chao Deng and
Junlan Feng and
Xidian Wang and
Xiaohong Guan},
title = {Federated Learning Over Coupled Graphs},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {4},
pages = {1159--1172},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3240527},
doi = {10.1109/TPDS.2023.3240527},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/LeiWZLTDFWG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/LiLLCYZG23,
author = {Yuchen Li and
Weifa Liang and
Jing Li and
Xiuzhen Cheng and
Dongxiao Yu and
Albert Y. Zomaya and
Song Guo},
title = {Energy-Aware, Device-to-Device Assisted Federated Learning in Edge
Computing},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {7},
pages = {2138--2154},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3277423},
doi = {10.1109/TPDS.2023.3277423},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/LiLLCYZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/LiuJMZZZDD23,
author = {Ji Liu and
Juncheng Jia and
Beichen Ma and
Chendi Zhou and
Jingbo Zhou and
Yang Zhou and
Huaiyu Dai and
Dejing Dou},
title = {Multi-Job Intelligent Scheduling With Cross-Device Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {2},
pages = {535--551},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2022.3224941},
doi = {10.1109/TPDS.2022.3224941},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/LiuJMZZZDD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/LuZWLZYW23,
author = {Renhao Lu and
Weizhe Zhang and
Yan Wang and
Qiong Li and
Xiaoxiong Zhong and
Hongwei Yang and
Desheng Wang},
title = {Auction-Based Cluster Federated Learning in Mobile Edge Computing
Systems},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {4},
pages = {1145--1158},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3240767},
doi = {10.1109/TPDS.2023.3240767},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/LuZWLZYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/MillsHM23,
author = {Jed Mills and
Jia Hu and
Geyong Min},
title = {Faster Federated Learning With Decaying Number of Local {SGD} Steps},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {7},
pages = {2198--2207},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3277367},
doi = {10.1109/TPDS.2023.3277367},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/MillsHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/MohanMGR23,
author = {N. Jagan Mohan and
R. Murugan and
Tripti Goel and
Parthapratim Roy},
title = {{DRFL:} Federated Learning in Diabetic Retinopathy Grading Using Fundus
Images},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {6},
pages = {1789--1801},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3264473},
doi = {10.1109/TPDS.2023.3264473},
timestamp = {Thu, 15 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/MohanMGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/Pilla23,
author = {La{\'{e}}rcio Lima Pilla},
title = {Scheduling Algorithms for Federated Learning With Minimal Energy Consumption},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {4},
pages = {1215--1226},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3240833},
doi = {10.1109/TPDS.2023.3240833},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/Pilla23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/SahaMCCD23,
author = {Rituparna Saha and
Sudip Misra and
Aishwariya Chakraborty and
Chandranath Chatterjee and
Pallav Kumar Deb},
title = {Data-Centric Client Selection for Federated Learning Over Distributed
Edge Networks},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {2},
pages = {675--686},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2022.3217271},
doi = {10.1109/TPDS.2022.3217271},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/SahaMCCD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/SuZCL23,
author = {Xiaoxin Su and
Yipeng Zhou and
Laizhong Cui and
Jiangchuan Liu},
title = {On Model Transmission Strategies in Federated Learning With Lossy
Communications},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {4},
pages = {1173--1185},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3240883},
doi = {10.1109/TPDS.2023.3240883},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/SuZCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/TangSLC23,
author = {Zhenheng Tang and
Shaohuai Shi and
Bo Li and
Xiaowen Chu},
title = {GossipFL: {A} Decentralized Federated Learning Framework With Sparsified
and Adaptive Communication},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {3},
pages = {909--922},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2022.3230938},
doi = {10.1109/TPDS.2022.3230938},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/TangSLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/WangHLXX23,
author = {Zhilin Wang and
Qin Hu and
Ruinian Li and
Minghui Xu and
Zehui Xiong},
title = {Incentive Mechanism Design for Joint Resource Allocation in Blockchain-Based
Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {5},
pages = {1536--1547},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3253604},
doi = {10.1109/TPDS.2023.3253604},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/WangHLXX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/WangHMMXG23,
author = {Jin Wang and
Jia Hu and
Jed Mills and
Geyong Min and
Ming Xia and
Nektarios Georgalas},
title = {Federated Ensemble Model-Based Reinforcement Learning in Edge Computing},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {6},
pages = {1848--1859},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3264480},
doi = {10.1109/TPDS.2023.3264480},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/WangHMMXG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/WuCOZZYZ23,
author = {Qiong Wu and
Xu Chen and
Tao Ouyang and
Zhi Zhou and
Xiaoxi Zhang and
Shusen Yang and
Junshan Zhang},
title = {HiFlash: Communication-Efficient Hierarchical Federated Learning With
Adaptive Staleness Control and Heterogeneity-Aware Client-Edge Association},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {5},
pages = {1560--1579},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3238049},
doi = {10.1109/TPDS.2023.3238049},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/WuCOZZYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/WuGWZQZL23,
author = {Feijie Wu and
Song Guo and
Haozhao Wang and
Haobo Zhang and
Zhihao Qu and
Jie Zhang and
Ziming Liu},
title = {From Deterioration to Acceleration: {A} Calibration Approach to Rehabilitating
Step Asynchronism in Federated Optimization},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {5},
pages = {1548--1559},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3250513},
doi = {10.1109/TPDS.2023.3250513},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/WuGWZQZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/WuHLM23,
author = {Wentai Wu and
Ligang He and
Weiwei Lin and
Carsten Maple},
title = {FedProf: Selective Federated Learning Based on Distributional Representation
Profiling},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {6},
pages = {1942--1953},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3265588},
doi = {10.1109/TPDS.2023.3265588},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/WuHLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/XuZLRZLXLX23,
author = {Zichuan Xu and
Dapeng Zhao and
Weifa Liang and
Omer F. Rana and
Pan Zhou and
Mingchu Li and
Wenzheng Xu and
Hao Li and
Qiufen Xia},
title = {HierFedML: Aggregator Placement and {UE} Assignment for Hierarchical
Federated Learning in Mobile Edge Computing},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {1},
pages = {328--345},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2022.3218807},
doi = {10.1109/TPDS.2022.3218807},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/XuZLRZLXLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/YangFBYZ23,
author = {Zhengjie Yang and
Sen Fu and
Wei Bao and
Dong Yuan and
Albert Y. Zomaya},
title = {Hierarchical Federated Learning With Momentum Acceleration in Multi-Tier
Networks},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {10},
pages = {2629--2641},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3294688},
doi = {10.1109/TPDS.2023.3294688},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/YangFBYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/ZhangLDLCRTW23,
author = {Yu Zhang and
Duo Liu and
Moming Duan and
Li Li and
Xianzhang Chen and
Ao Ren and
Yujuan Tan and
Chengliang Wang},
title = {FedMDS: An Efficient Model Discrepancy-Aware Semi-Asynchronous Clustered
Federated Learning Framework},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {34},
number = {3},
pages = {1007--1019},
year = {2023},
url = {https://doi.org/10.1109/TPDS.2023.3237752},
doi = {10.1109/TPDS.2023.3237752},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/ZhangLDLCRTW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/CheLCHZ22,
author = {Chunjiang Che and
Xiaoli Li and
Chuan Chen and
Xiaoyu He and
Zibin Zheng},
title = {A Decentralized Federated Learning Framework via Committee Mechanism
With Convergence Guarantee},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {12},
pages = {4783--4800},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2022.3202887},
doi = {10.1109/TPDS.2022.3202887},
timestamp = {Sat, 17 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/CheLCHZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/ChenLMW22,
author = {Fahao Chen and
Peng Li and
Toshiaki Miyazaki and
Celimuge Wu},
title = {FedGraph: Federated Graph Learning With Intelligent Sampling},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {8},
pages = {1775--1786},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3125565},
doi = {10.1109/TPDS.2021.3125565},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/ChenLMW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/DengLRCYZZ22,
author = {Yongheng Deng and
Feng Lyu and
Ju Ren and
Yi{-}Chao Chen and
Peng Yang and
Yuezhi Zhou and
Yaoxue Zhang},
title = {Improving Federated Learning With Quality-Aware User Incentive and
Auto-Weighted Model Aggregation},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {10},
pages = {4515--4529},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2022.3195207},
doi = {10.1109/TPDS.2022.3195207},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/DengLRCYZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/DengLRWZZS22,
author = {Yongheng Deng and
Feng Lyu and
Ju Ren and
Huaqing Wu and
Yuezhi Zhou and
Yaoxue Zhang and
Xuemin Shen},
title = {{AUCTION:} Automated and Quality-Aware Client Selection Framework
for Efficient Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {8},
pages = {1996--2009},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3134647},
doi = {10.1109/TPDS.2021.3134647},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/DengLRWZZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/DinhTNBBZZ22,
author = {Canh T. Dinh and
Nguyen Hoang Tran and
Tuan Dung Nguyen and
Wei Bao and
Amir Rezaei Balef and
Bing Bing Zhou and
Albert Y. Zomaya},
title = {{DONE:} Distributed Approximate Newton-type Method for Federated Edge
Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {11},
pages = {2648--2660},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2022.3146253},
doi = {10.1109/TPDS.2022.3146253},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/DinhTNBBZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/DuanLJWLCTR22,
author = {Moming Duan and
Duo Liu and
Xinyuan Ji and
Yu Wu and
Liang Liang and
Xianzhang Chen and
Yujuan Tan and
Ao Ren},
title = {Flexible Clustered Federated Learning for Client-Level Data Distribution
Shift},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {11},
pages = {2661--2674},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3134263},
doi = {10.1109/TPDS.2021.3134263},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/DuanLJWLCTR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/FengLPL22,
author = {Jie Feng and
Lei Liu and
Qingqi Pei and
Keqin Li},
title = {Min-Max Cost Optimization for Efficient Hierarchical Federated Learning
in Wireless Edge Networks},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {11},
pages = {2687--2700},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3131654},
doi = {10.1109/TPDS.2021.3131654},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/FengLPL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/GuoWLX22,
author = {Jialin Guo and
Jie Wu and
Anfeng Liu and
Neal N. Xiong},
title = {LightFed: An Efficient and Secure Federated Edge Learning System on
Model Splitting},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {11},
pages = {2701--2713},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3127712},
doi = {10.1109/TPDS.2021.3127712},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/GuoWLX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/HashemiADVSD22,
author = {Abolfazl Hashemi and
Anish Acharya and
Rudrajit Das and
Haris Vikalo and
Sujay Sanghavi and
Inderjit S. Dhillon},
title = {On the Benefits of Multiple Gossip Steps in Communication-Constrained
Decentralized Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {11},
pages = {2727--2739},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3138977},
doi = {10.1109/TPDS.2021.3138977},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/HashemiADVSD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/HuWZCC22,
author = {Miao Hu and
Di Wu and
Yipeng Zhou and
Xu Chen and
Min Chen},
title = {Incentive-Aware Autonomous Client Participation in Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {10},
pages = {2612--2627},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2022.3148113},
doi = {10.1109/TPDS.2022.3148113},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/HuWZCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/KangLZ22,
author = {Hua Kang and
Zhiyang Li and
Qian Zhang},
title = {Communicational and Computational Efficient Federated Domain Adaptation},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {12},
pages = {3678--3689},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2022.3167457},
doi = {10.1109/TPDS.2022.3167457},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/KangLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/LiCBGSNWBBKFC22,
author = {Zhuozhao Li and
Ryan Chard and
Yadu N. Babuji and
Ben Galewsky and
Tyler J. Skluzacek and
Kirill Nagaitsev and
Anna Woodard and
Ben Blaiszik and
Josh Bryan and
Daniel S. Katz and
Ian T. Foster and
Kyle Chard},
title = {{\textdollar}f{\textdollar}funcX: Federated Function as a Service
for Science},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {12},
pages = {4948--4963},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2022.3208767},
doi = {10.1109/TPDS.2022.3208767},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/LiCBGSNWBBKFC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/LiSWDMSHP22,
author = {Jun Li and
Yumeng Shao and
Kang Wei and
Ming Ding and
Chuan Ma and
Long Shi and
Zhu Han and
H. Vincent Poor},
title = {Blockchain Assisted Decentralized Federated Learning {(BLADE-FL):}
Performance Analysis and Resource Allocation},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {10},
pages = {2401--2415},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3138848},
doi = {10.1109/TPDS.2021.3138848},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/LiSWDMSHP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/LiZWHL22,
author = {Anran Li and
Lan Zhang and
Junhao Wang and
Feng Han and
Xiang{-}Yang Li},
title = {Privacy-Preserving Efficient Federated-Learning Model Debugging},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {10},
pages = {2291--2303},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3137321},
doi = {10.1109/TPDS.2021.3137321},
timestamp = {Fri, 20 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/LiZWHL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/LimNXJZNLM22,
author = {Wei Yang Bryan Lim and
Jer Shyuan Ng and
Zehui Xiong and
Jiangming Jin and
Yang Zhang and
Dusit Niyato and
Cyril Leung and
Chunyan Miao},
title = {Decentralized Edge Intelligence: {A} Dynamic Resource Allocation Framework
for Hierarchical Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {3},
pages = {536--550},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3096076},
doi = {10.1109/TPDS.2021.3096076},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/LimNXJZNLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/MaSWLCD22,
author = {Xu Ma and
Xiaoqian Sun and
Yuduo Wu and
Zheli Liu and
Xiaofeng Chen and
Changyu Dong},
title = {Differentially Private Byzantine-Robust Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {12},
pages = {3690--3701},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2022.3167434},
doi = {10.1109/TPDS.2022.3167434},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/MaSWLCD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/MillsHM22,
author = {Jed Mills and
Jia Hu and
Geyong Min},
title = {Multi-Task Federated Learning for Personalised Deep Neural Networks
in Edge Computing},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {3},
pages = {630--641},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3098467},
doi = {10.1109/TPDS.2021.3098467},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/MillsHM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/NgLXCJNLM22,
author = {Jer Shyuan Ng and
Wei Yang Bryan Lim and
Zehui Xiong and
Xianbin Cao and
Jiangming Jin and
Dusit Niyato and
Cyril Leung and
Chunyan Miao},
title = {Reputation-Aware Hedonic Coalition Formation for Efficient Serverless
Hierarchical Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {11},
pages = {2675--2686},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3139039},
doi = {10.1109/TPDS.2021.3139039},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/NgLXCJNLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/QiaoGLLZL22,
author = {Dewen Qiao and
Songtao Guo and
Defang Liu and
Saiqin Long and
Pengzhan Zhou and
Zhetao Li},
title = {Adaptive Federated Deep Reinforcement Learning for Proactive Content
Caching in Edge Computing},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {12},
pages = {4767--4782},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2022.3201983},
doi = {10.1109/TPDS.2022.3201983},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/QiaoGLLZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/QuDCXLL22,
author = {Zhe Qu and
Rui Duan and
Lixing Chen and
Jie Xu and
Zhuo Lu and
Yao Liu},
title = {Context-Aware Online Client Selection for Hierarchical Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {10},
pages = {4353--4367},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2022.3186960},
doi = {10.1109/TPDS.2022.3186960},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/QuDCXLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/SultanaHCXY22,
author = {Abeda Sultana and
Md. Mainul Haque and
Li Chen and
Fei Xu and
Xu Yuan},
title = {Eiffel: Efficient and Fair Scheduling in Adaptive Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {10},
pages = {4282--4294},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2022.3187365},
doi = {10.1109/TPDS.2022.3187365},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/SultanaHCXY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/XuJZZJS22,
author = {Chang Xu and
Yu Jia and
Liehuang Zhu and
Chuan Zhang and
Guoxie Jin and
Kashif Sharif},
title = {{TDFL:} Truth Discovery Based Byzantine Robust Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {12},
pages = {4835--4848},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2022.3205714},
doi = {10.1109/TPDS.2022.3205714},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/XuJZZJS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/YangBYTZ22,
author = {Zhengjie Yang and
Wei Bao and
Dong Yuan and
Nguyen Hoang Tran and
Albert Y. Zomaya},
title = {Federated Learning With Nesterov Accelerated Gradient},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {12},
pages = {4863--4873},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2022.3206480},
doi = {10.1109/TPDS.2022.3206480},
timestamp = {Wed, 20 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/YangBYTZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/ZengLYL22,
author = {Yiming Zeng and
Yixuan Lin and
Yuanyuan Yang and
Ji Liu},
title = {Differentially Private Federated Temporal Difference Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {11},
pages = {2714--2726},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3133898},
doi = {10.1109/TPDS.2021.3133898},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/ZengLYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/ZhangGQZWLZ22,
author = {Jie Zhang and
Song Guo and
Zhihao Qu and
Deze Zeng and
Haozhao Wang and
Qifeng Liu and
Albert Y. Zomaya},
title = {Adaptive Vertical Federated Learning on Unbalanced Features},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {10},
pages = {4006--4018},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2022.3178443},
doi = {10.1109/TPDS.2022.3178443},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/ZhangGQZWLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/ZhouLRY22,
author = {Zihao Zhou and
Yanan Li and
Xuebin Ren and
Shusen Yang},
title = {Towards Efficient and Stable K-Asynchronous Federated Learning With
Unbounded Stale Gradients on Non-IID Data},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {12},
pages = {3291--3305},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2022.3150579},
doi = {10.1109/TPDS.2022.3150579},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/ZhouLRY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/ZhouYL22,
author = {Yuhao Zhou and
Qing Ye and
Jiancheng Lv},
title = {Communication-Efficient Federated Learning With Compensated Overlap-FedAvg},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {33},
number = {1},
pages = {192--205},
year = {2022},
url = {https://doi.org/10.1109/TPDS.2021.3090331},
doi = {10.1109/TPDS.2021.3090331},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/ZhouYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/00060Z21,
author = {Cong Wang and
Yuanyuan Yang and
Pengzhan Zhou},
title = {Towards Efficient Scheduling of Federated Mobile Devices Under Computational
and Statistical Heterogeneity},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {32},
number = {2},
pages = {394--410},
year = {2021},
url = {https://doi.org/10.1109/TPDS.2020.3023905},
doi = {10.1109/TPDS.2020.3023905},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/00060Z21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/DuanLCLTL21,
author = {Moming Duan and
Duo Liu and
Xianzhang Chen and
Renping Liu and
Yujuan Tan and
Liang Liang},
title = {Self-Balancing Federated Learning With Global Imbalanced Data in Mobile
Systems},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {32},
number = {1},
pages = {59--71},
year = {2021},
url = {https://doi.org/10.1109/TPDS.2020.3009406},
doi = {10.1109/TPDS.2020.3009406},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/DuanLCLTL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/HuangLWHLZ21,
author = {Tiansheng Huang and
Weiwei Lin and
Wentai Wu and
Ligang He and
Keqin Li and
Albert Y. Zomaya},
title = {An Efficiency-Boosting Client Selection Scheme for Federated Learning
With Fairness Guarantee},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {32},
number = {7},
pages = {1552--1564},
year = {2021},
url = {https://doi.org/10.1109/TPDS.2020.3040887},
doi = {10.1109/TPDS.2020.3040887},
timestamp = {Fri, 09 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/HuangLWHLZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/QuWHC21,
author = {Xidi Qu and
Shengling Wang and
Qin Hu and
Xiuzhen Cheng},
title = {Proof of Federated Learning: {A} Novel Energy-Recycling Consensus
Algorithm},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {32},
number = {8},
pages = {2074--2085},
year = {2021},
url = {https://doi.org/10.1109/TPDS.2021.3056773},
doi = {10.1109/TPDS.2021.3056773},
timestamp = {Thu, 10 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/QuWHC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/ShayanFYB21,
author = {Muhammad Shayan and
Clement Fung and
Chris J. M. Yoon and
Ivan Beschastnikh},
title = {Biscotti: {A} Blockchain System for Private and Secure Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {32},
number = {7},
pages = {1513--1525},
year = {2021},
url = {https://doi.org/10.1109/TPDS.2020.3044223},
doi = {10.1109/TPDS.2020.3044223},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/ShayanFYB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/UddinXLYG21,
author = {Md. Palash Uddin and
Yong Xiang and
Xuequan Lu and
John Yearwood and
Longxiang Gao},
title = {Mutual Information Driven Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {32},
number = {7},
pages = {1526--1538},
year = {2021},
url = {https://doi.org/10.1109/TPDS.2020.3040981},
doi = {10.1109/TPDS.2020.3040981},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/UddinXLYG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/WuHLM21,
author = {Wentai Wu and
Ligang He and
Weiwei Lin and
Rui Mao},
title = {Accelerating Federated Learning Over Reliability-Agnostic Clients
in Mobile Edge Computing Systems},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {32},
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pages = {1539--1551},
year = {2021},
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doi = {10.1109/TPDS.2020.3040867},
timestamp = {Fri, 09 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/WuHLM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/WuYW21,
author = {Xueyu Wu and
Xin Yao and
Cho{-}Li Wang},
title = {FedSCR: Structure-Based Communication Reduction for Federated Learning},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {32},
number = {7},
pages = {1565--1577},
year = {2021},
url = {https://doi.org/10.1109/TPDS.2020.3046250},
doi = {10.1109/TPDS.2020.3046250},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tpds/WuYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/LiuCCZ20,
author = {Wei Liu and
Li Chen and
Yunfei Chen and
Wenyi Zhang},
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journal = {{IEEE} Trans. Parallel Distributed Syst.},
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doi = {10.1109/TPDS.2020.2975189},
timestamp = {Thu, 13 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/LiuCCZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/LyuYNLMJYN20,
author = {Lingjuan Lyu and
Jiangshan Yu and
Karthik Nandakumar and
Yitong Li and
Xingjun Ma and
Jiong Jin and
Han Yu and
Kee Siong Ng},
title = {Towards Fair and Privacy-Preserving Federated Deep Models},
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biburl = {https://dblp.org/rec/journals/tpds/LyuYNLMJYN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Gang Chen and
Abdolhossein Sarrafzadeh and
Shaoning Pang},
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timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/0002SP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/WuSSZ13,
author = {Yanbo Wu and
Quan Z. Sheng and
Hong Shen and
Sherali Zeadally},
title = {Modeling Object Flows from Distributed and Federated {RFID} Data Streams
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journal = {{IEEE} Trans. Parallel Distributed Syst.},
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biburl = {https://dblp.org/rec/journals/tpds/WuSSZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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