JedMills / Communication-Efficient-FL-In-IoTLinks
☆17Updated 5 years ago
Alternatives and similar repositories for Communication-Efficient-FL-In-IoT
Users that are interested in Communication-Efficient-FL-In-IoT are comparing it to the libraries listed below
Sorting:
- Code for 'Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing', published in IEEE TPDS.☆95Updated 3 years ago
- FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)☆58Updated 5 years ago
- Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"☆291Updated 8 months ago
- This repository implements FEDL using pytorch☆56Updated 5 years ago
- ☆66Updated 4 years ago
- ☆14Updated 2 years ago
- ☆33Updated 3 years ago
- ☆11Updated 5 years ago
- Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge☆43Updated 3 years ago
- Adaptive Offloading of Federated Learning on IoT Devices☆75Updated 3 years ago
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆142Updated 5 years ago
- Federated Learning over Wireless Networks☆47Updated 4 years ago
- Federated learning client selection☆22Updated 2 years ago
- Active Client Selection for Federated Learning☆49Updated 2 years ago
- We will implement this framework.☆32Updated 3 years ago
- D-DQN Reinforcement Learning for device selection in Federated Learning☆43Updated 2 years ago
- [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks☆40Updated 2 years ago
- Code for our paper "Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation" (https://arxiv.org/abs/2105.10883).☆26Updated 4 years ago
- Code for the case study presented in "Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Sys…☆27Updated 4 years ago
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆23Updated 4 years ago
- Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation☆36Updated 4 years ago
- Codebase for "Greedy Shapley Client Selection for Communication-Efficient Federated Learning"☆20Updated 2 years ago
- Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)☆29Updated 3 years ago
- FLASH-RL (Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning) is a novel and effective strategy f…☆54Updated last year
- DeceFL: A Principled Decentralized Federated Learning Framework☆29Updated 3 years ago
- An implementation of FedPAQ using different experimental parameters. We will be looking at different variations of how, r(number of clien…☆23Updated 4 years ago
- A simulation framework for Federated Learning written in PyTorch☆209Updated 3 years ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆32Updated 4 years ago
- Migration of Edge-based Distributed Federated Learning☆25Updated 3 years ago
- Source code for the paper "Asynchronous Federated Optimization"☆26Updated 3 years ago