Hierarchical Learning and Computing over Space-Ground Integrated Networks

Hierarchical Learning and Computing over Space-Ground Integrated Networks

26 August 2024

Papers citing "Hierarchical Learning and Computing over Space-Ground Integrated Networks"

13 / 13 papers shown

Title
Microservice Deployment in Space Computing Power Networks via Robust Reinforcement Learning Zhiyong Yu Yuning Jiang Xin Liu Yuanming Shi Chunxiao Jiang Linling Kuang 68 0 0 08 Jan 2025
Satellite Federated Edge Learning: Architecture Design and Convergence Analysis Yuanming Shi Li Zeng Jingyang Zhu Yong Zhou Chunxiao Jiang Khaled B. Letaief 48 13 0 02 Apr 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 58 14 0 23 Dec 2023
Over-the-Air Federated Learning and Optimization Jingyang Zhu Yuanming Shi Yong Zhou Chunxiao Jiang Wei Chen Khaled B. Letaief FedML 47 11 0 16 Oct 2023
Cloud-Native Computing: A Survey from the Perspective of Services Shuiguang Deng Hailiang Zhao Binbin Huang Cheng Zhang Feiyi Chen Yinuo Deng Yuxiang Cai Schahram Dustdar Albert Y. Zomaya AI4TS 62 18 0 26 Jun 2023
A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services Dewant Katare Diego Perino J. Nurmi M. Warnier Marijn Janssen Aaron Yi Ding 65 36 0 13 Apr 2023
Olive Branch Learning: A Topology-Aware Federated Learning Framework for Space-Air-Ground Integrated Network Qingze Fang Zhiwei Zhai Shuai Yu Qiong Wu Xiaowen Gong Xu Chen 48 21 0 02 Dec 2022
Scalable and Low-Latency Federated Learning with Cooperative Mobile Edge Networking Zhenxiao Zhang Zhidong Gao Yuanxiong Guo Yanmin Gong FedML 35 36 0 25 May 2022
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning Wenzhi Fang Ziyi Yu Yuning Jiang Yuanming Shi Colin N. Jones Yong Zhou FedML 94 60 0 24 Jan 2022
Edge Artificial Intelligence for 6G: Vision, Enabling Technologies, and Applications Khaled B. Letaief Yuanming Shi Jianmin Lu Jianhua Lu 73 422 0 24 Nov 2021
FedPD: A Federated Learning Framework with Optimal Rates and Adaptivity to Non-IID Data Xinwei Zhang Mingyi Hong S. Dhople W. Yin Yang Liu FedML 44 230 0 22 May 2020
On the Linear Speedup Analysis of Communication Efficient Momentum SGD for Distributed Non-Convex Optimization Hao Yu Rong Jin Sen Yang FedML 80 384 0 09 May 2019
Optimization Methods for Large-Scale Machine Learning Léon Bottou Frank E. Curtis J. Nocedal 221 3,205 0 15 Jun 2016