GNN at the Edge: Cost-Efficient Graph Neural Network Processing Over Distributed Edge Servers

Author:

Zeng Liekang1ORCID,Yang Chongyu1,Huang Peng1ORCID,Zhou Zhi1ORCID,Yu Shuai1ORCID,Chen Xu1ORCID

Affiliation:

1. School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China

Funder

National Science Foundation of China

Program for Guangdong Introducing Innovative and Entrepreneurial Teams

Basic and Applied Basic Research Foundation of Guangdong Province

Guangdong Provincial Pearl River Talents Program

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Networks and Communications

Reference104 articles.

1. FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning

2. A Comprehensive Survey of Privacy-preserving Federated Learning

3. Federated graph classification over non-iid graphs;xie;Proc Adv Neural Inf Process Syst,2021

4. Cross-Node Federated Graph Neural Network for Spatio-Temporal Data Modeling

5. Efficient split-mix federated learning for on-demand and in-situ customization;hong;Proc Int Conf Learn Represent,2021

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