iceboundx / flakeLinks
Federated learning platform for edge computing, based on KubeEdge
☆27Updated 4 years ago
Alternatives and similar repositories for flake
Users that are interested in flake 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.☆93Updated 2 years ago
- Adaptive Offloading of Federated Learning on IoT Devices☆75Updated 2 years ago
- Code of "HSFL: Efficient and Privacy-Preserving Offloading for Split and Federated Learning in IoT Services" published on International C…☆15Updated last year
- Edge Computing AI and Smart Contract☆10Updated 2 years ago
- D-DQN Reinforcement Learning for device selection in Federated Learning☆41Updated 2 years ago
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆135Updated 5 years ago
- Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"☆282Updated 4 months ago
- Migration of Edge-based Distributed Federated Learning☆25Updated 2 years ago
- 一个用于联邦学习或分布式机器学习，对不同网络拓扑进行实验的简易框架。☆38Updated 2 years ago
- We will implement this framework.☆32Updated 3 years ago
- ☆14Updated 2 years ago
- TPDS paper, EdgeTB: a Hybrid Testbed for Distributed Machine Learning at the Edge with High Fidelity☆18Updated 3 years ago
- A simulation framework for Federated Learning written in PyTorch☆208Updated 3 years ago
- The code for the paper task merging and scheduling for parallel deep learning applications in mobile edge computing☆26Updated 5 years ago
- INFOCOM 2024: Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference☆31Updated 11 months ago
- Federated Learning for Energy-balanced Client Selection in Mobile Edge Computing☆35Updated last year
- Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge☆43Updated 3 years ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆30Updated 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…☆26Updated 4 years ago
- implementation of Prediction, Collaborative and Replacement (PCR) caching algorithm for edge computing☆60Updated 2 years ago
- Including common test models for federated learning, like CNN, Resnet18 and lstm, controlled by different parser.☆24Updated 3 years ago
- These are the implementations of two service placement algorithms for fog computing in python 2.7. One is an ILP-based algorithm and the …☆24Updated 3 years ago
- A python package for solving the dependent function embedding problems.☆20Updated 3 years ago
- FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)☆58Updated 4 years ago
- ☆13Updated 2 years ago
- ☆66Updated 4 years ago
- 边缘计算工程，从边缘计算概念、标准、软件系统、工程到商业应用。☆218Updated 5 years ago
- Source code for the paper "Asynchronous Federated Optimization"☆25Updated 3 years ago
- CS525 Group research Paper. A central server uses network topology/clustering algorithm to assign clusters for workers. A special aggrega…☆18Updated 4 years ago
- ☆11Updated 4 years ago