AsyncFLEO: Asynchronous Federated Learning for LEO Satellite Constellations with High-Altitude Platforms

22 December 2022

Papers citing "AsyncFLEO: Asynchronous Federated Learning for LEO Satellite Constellations with High-Altitude Platforms"

14 / 14 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 41 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 32 0 0 14 Apr 2025
Brain-Inspired Decentralized Satellite Learning in Space Computing Power Networks Peng Yang Ting Wang Haibin Cai Yuanming Shi Chunxiao Jiang Linling Kuang 39 0 0 28 Jan 2025
DFedSat: Communication-Efficient and Robust Decentralized Federated Learning for LEO Satellite Constellations Minghao Yang Jingjing Zhang Shengyun Liu FedML 39 2 0 08 Jul 2024
Satellite Federated Edge Learning: Architecture Design and Convergence Analysis Yuanming Shi Li Zeng Jingyang Zhu Yong Zhou Chunxiao Jiang Khaled B. Letaief 27 12 0 02 Apr 2024
Stitching Satellites to the Edge: Pervasive and Efficient Federated LEO Satellite Learning Mohamed Elmahallawy Tie-Mei Luo 30 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 20 5 0 01 Jan 2024
Federated Learning: A Cutting-Edge Survey of the Latest Advancements and Applications Azim Akhtarshenas Mohammad Ali Vahedifar Navid Ayoobi B. Maham Tohid Alizadeh Sina Ebrahimi David López-Pérez FedML 30 5 0 08 Oct 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 16 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 25 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 13 11 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 13 27 0 27 Feb 2023
FedHAP: Fast Federated Learning for LEO Constellations Using Collaborative HAPs Mohamed Elmahallawy Tie-Mei Luo FedML 38 35 0 15 May 2022