nathan-vo810 / Multiple-Edge-Servers-Federated-Learning
Multiple Edge Servers Assignment for Local Device in Hierarchical Federated Learning
☆16Updated 3 years ago
Related projects: ⓘ
- Federated learning client selection☆13Updated last year
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆28Updated 2 years ago
- Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge☆30Updated 2 years ago
- 完全去中心化联邦学习☆17Updated last year
- Migration of Edge-based Distributed Federated Learning☆23Updated last year
- We will implement this framework.☆28Updated 2 years ago
- Federated Learning over Wireless Networks☆44Updated 2 years ago
- FLASH-RL (Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning) is a novel and effective strategy f…☆30Updated 4 months ago
- Code for the case study presented in "Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Sys…☆22Updated 3 years ago
- Active Client Selection for Federated Learning☆39Updated last year
- This is a implemention of FedAvg in paper Communication-Efficient Learning of Deep Networks from Decentralized Data.☆24Updated 3 years ago
- FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)☆51Updated 3 years ago
- Code for 'Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing', published in IEEE TPDS.☆82Updated last year
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆101Updated 4 years ago
- Code for our paper "Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation" (https://arxiv.org/abs/2105.10883).☆24Updated 3 years ago
- This repository implements FEDL using pytorch☆47Updated 3 years ago
- ☆61Updated 3 years ago
- Code of "HSFL: Efficient and Privacy-Preserving Offloading for Split and Federated Learning in IoT Services" published on International C…☆15Updated 10 months ago
- ☆15Updated last year
- Asynchronous Federated Learning☆41Updated last year
- Adaptive Offloading of Federated Learning on IoT Devices☆67Updated last year
- 一个轻量型联邦学习框架,支持支持本地仿真和实际部,支持通信参量、模 型、数据的自由更改,支持通信及模型各种指标的观察 开发人员:Jiaxiang Geng/Songning Gao☆22Updated last month
- ☆30Updated 2 years ago
- A simulation of energy consumption of a federated learning system based on the non-orthogonal multiple access (NOMA) transmission protoco…☆25Updated 3 years ago
- Implemented D-DQN Reinforcement Learning for device selection in Federated Learning☆37Updated last year
- Flexe - The open source federated learning for vehicular network simulation framework.☆9Updated 6 months ago
- Federated Learning for Energy-balanced Client Selection in Mobile Edge Computing☆29Updated 4 months ago
- ☆12Updated last year
- CS525 Group research Paper. A central server uses network topology/clustering algorithm to assign clusters for workers. A special aggrega…☆16Updated 3 years ago
- Codes for the paper FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning☆40Updated last year