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.☆95Updated 3 years ago
- Adaptive Offloading of Federated Learning on IoT Devices☆75Updated 3 years ago
- Code of "HSFL: Efficient and Privacy-Preserving Offloading for Split and Federated Learning in IoT Services" published on International C…☆15Updated 2 years ago
- Migration of Edge-based Distributed Federated Learning☆25Updated 3 years ago
- Edge Computing AI and Smart Contract☆10Updated 2 years ago
- We will implement this framework.☆32Updated 3 years ago
- Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"☆293Updated 8 months ago
- 随着移动云计算和边缘计算的快速发展，以及人工智能的广泛应用，产生了边缘智能(Edge Intelligence)的概念。深度神经网络(例如CNN)已被广泛应用于移动智能应用程序中，但是移动设备有限的存储和计算资源无法满足深度神经网络计算的需求。神经网络压缩与加速技术可以加速…☆307Updated 3 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。☆39Updated 2 years ago
- INFOCOM 2024: Online Resource Allocation for Edge Intelligence with Colocated Model Retraining and Inference☆34Updated last year
- D-DQN Reinforcement Learning for device selection in Federated Learning☆43Updated 2 years ago
- Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing☆17Updated 4 years ago
- A curated list of awesome edge AI computing / system research.☆35Updated last year
- The code for the paper task merging and scheduling for parallel deep learning applications in mobile edge computing☆26Updated 5 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
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆142Updated 5 years ago
- ☆14Updated 2 years ago
- ☆47Updated 5 years ago
- Autodidactic Neurosurgeon Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning☆42Updated 4 years ago
- Awesome-EdgeComputing：边缘计算技术指南和资源列表☆89Updated 5 years ago
- Federated Learning for Energy-balanced Client Selection in Mobile Edge Computing☆35Updated last year
- 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。☆224Updated 5 years ago
- Federated learning client selection☆22Updated 2 years ago
- 云边协同- collaborative inference📚工作汇总 📚 Collaborative Inference Work Summary☆97Updated last year
- Including common test models for federated learning, like CNN, Resnet18 and lstm, controlled by different parser.☆24Updated 3 years ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆32Updated 4 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
- qiongwu86 / Asynchronous-Federated-Learning-Based-Mobility-aware-Caching-in-Vehicular-Edge-Computing☆87Updated 2 years ago
- Apprentices in Federated Learning from ECNU <3☆25Updated 3 years ago
- A python package for solving the dependent function embedding problems.☆20Updated 3 years ago