Satellite Based Computing Networks with Federated Learning

20 November 2021

Papers citing "Satellite Based Computing Networks with Federated Learning"

28 / 28 papers shown

Title
SFL-LEO: Asynchronous Split-Federated Learning Design for LEO Satellite-Ground Network Framework Jiasheng Wu Jingjing Zhang Zheng Lin Zhe Chen Xiong Wang Wenjun Zhu Yue Gao FedML 45 0 0 18 Apr 2025
Satellite Federated Fine-Tuning for Foundation Models in Space Computing Power Networks Yan zhu Jingyang Zhu Ting Wang Yuanming Shi Chunxiao Jiang Khaled B. Letaief 37 0 0 14 Apr 2025
Fed-KAN: Federated Learning with Kolmogorov-Arnold Networks for Traffic Prediction E. Zeydan Cristian J. Vaca-Rubio Luis Blanco Roberto Pereira Marius Caus K. Dev 36 0 0 28 Feb 2025
From Federated Learning to Quantum Federated Learning for Space-Air-Ground Integrated Networks Vu Khanh Quy Nguyen Minh Quy Tran Thi Hoai Shaba Shaon Md Raihan Uddin Tien Nguyen Dinh C. Nguyen Aryan Kaushik Periklis Chatzimisios FedML AIFin 38 1 0 02 Nov 2024
Space for Improvement: Navigating the Design Space for Federated Learning in Satellite Constellations Grace Kim Luca Powell F. Svoboda Nicholas D. Lane FedML 31 0 0 31 Oct 2024
HyperDrive: Scheduling Serverless Functions in the Edge-Cloud-Space 3D Continuum Thomas Pusztai Cynthia Marcelino Stefan Nastic 81 2 0 21 Oct 2024
Energy-Aware Federated Learning in Satellite Constellations N. Razmi Bho Matthiesen Armin Dekorsy P. Popovski FedML 32 1 0 23 Sep 2024
Unleashing Collaborative Computing for Adaptive Video Streaming with Multi-objective Optimization in Satellite Terrestrial Networks Zhishu Shen Qiushi Zheng Ziqi Rong Jiong Jin Atsushi Tagami Wei Xiang 13 0 0 24 Aug 2024
Orchestrating Federated Learning in Space-Air-Ground Integrated Networks: Adaptive Data Offloading and Seamless Handover Dong-Jun Han Wenzhi Fang Seyyedali Hosseinalipour Mung Chiang Christopher G. Brinton 40 3 0 18 Aug 2024
Heterogeneity: An Open Challenge for Federated On-board Machine Learning Maria Hartmann Grégoire Danoy Pascal Bouvry FedML 39 0 0 13 Aug 2024
DFedSat: Communication-Efficient and Robust Decentralized Federated Learning for LEO Satellite Constellations Minghao Yang Jingjing Zhang Shengyun Liu FedML 50 2 0 08 Jul 2024
Leakage-Resilient and Carbon-Neutral Aggregation Featuring the Federated AI-enabled Critical Infrastructure Zehang Deng Ruoxi Sun Minhui Xue Sheng Wen S. Çamtepe Surya Nepal Yang Xiang 52 1 0 24 May 2024
Generative AI Agents with Large Language Model for Satellite Networks via a Mixture of Experts Transmission Ruichen Zhang Hongyang Du Yinqiu Liu Dusit Niyato Jiawen Kang Zehui Xiong Abbas Jamalipour Dong In Kim MoE 52 23 0 14 Apr 2024
A Survey on Resource Management in Joint Communication and Computing-Embedded SAGIN Qian Chen Zheng Guo Weixiao Meng Shuai Han Cheng Li Tony Q. S. Quek 49 20 0 26 Mar 2024
Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning Mohamed Elmahallawy Tie-Mei Luo 40 3 0 28 Jan 2024
Communication-Efficient Federated Learning for LEO Satellite Networks Integrated with HAPs Using Hybrid NOMA-OFDM Mohamed Elmahallawy Tie-Mei Luo Khaled Ramadan 28 5 0 01 Jan 2024
Cooperative Federated Learning over Ground-to-Satellite Integrated Networks: Joint Local Computation and Data Offloading Dong-Jun Han Seyyedali Hosseinalipour David J. Love Mung Chiang Christopher G. Brinton FedML 32 11 0 23 Dec 2023
Secure and Efficient Federated Learning in LEO Constellations using Decentralized Key Generation and On-Orbit Model Aggregation Mohamed Elmahallawy Tie-Mei Luo Mohamed I. Ibrahem FedML 27 7 0 04 Sep 2023
A Comprehensive Survey on Orbital Edge Computing: Systems, Applications, and Algorithms Changhao Wu Yuan-chuan Li Mengwei Xu Chongbin Guo Zengshan Yin Weiwei Gao Chuanxiu Chi 18 7 0 01 Jun 2023
One-Shot Federated Learning for LEO Constellations that Reduces Convergence Time from Days to 90 Minutes Mohamed Elmahallawy Tie-Mei Luo 33 9 0 21 May 2023
Edge Selection and Clustering for Federated Learning in Optical Inter-LEO Satellite Constellation Chih-Yu Chen Li-Hsiang Shen Kai-Ten Feng Lie-liang Yang Jen-Ming Wu 19 11 0 25 Mar 2023
Hierarchical Multi-Agent Multi-Armed Bandit for Resource Allocation in Multi-LEO Satellite Constellation Networks Li-Hsiang Shen Yun Ho Kai-Ten Feng Lie-liang Yang Sau-Hsuan Wu Jen-Ming Wu 16 4 0 25 Mar 2023
Optimizing Federated Learning in LEO Satellite Constellations via Intra-Plane Model Propagation and Sink Satellite Scheduling Mohamed Elmahallawy Tie-Mei Luo FedML 21 27 0 27 Feb 2023
AsyncFLEO: Asynchronous Federated Learning for LEO Satellite Constellations with High-Altitude Platforms Mohamed Elmahallawy Tie-Mei Luo FedML 17 29 0 22 Dec 2022
Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression Xiaoyun Li Ping Li FedML 39 4 0 25 Nov 2022
Federated Learning in Satellite Constellations Bho Matthiesen N. Razmi Israel Leyva Mayorga Armin Dekorsy P. Popovski FedML 19 43 0 01 Jun 2022
FedHAP: Fast Federated Learning for LEO Constellations Using Collaborative HAPs Mohamed Elmahallawy Tie-Mei Luo FedML 45 36 0 15 May 2022
FedSpace: An Efficient Federated Learning Framework at Satellites and Ground Stations Jinhyun So Kevin Hsieh Behnaz Arzani Shadi Noghabi Salman Avestimehr Ranveer Chandra FedML 18 60 0 02 Feb 2022