WellingtonLobato / PyFlexe
Flexe - The open source federated learning for vehicular network simulation framework.
☆10Updated last week
Related projects ⓘ
Alternatives and complementary repositories for PyFlexe
- qiongwu86 / Asynchronous-Federated-Learning-Based-Mobility-aware-Caching-in-Vehicular-Edge-Computing☆67Updated last year
- ☆62Updated 3 years ago
- ☆16Updated last year
- FLASH-RL (Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning) is a novel and effective strategy f…☆33Updated 6 months ago
- ☆25Updated last year
- Exploring Deep Reinforcement Learning-Assisted Federated Learning for Online Resource Allocation in Privacy-Preserving EdgeIoT☆24Updated 7 months ago
- Federated Learning over Wireless Networks: Convergence Analysis and Resource Allocation☆29Updated 3 years ago
- ☆12Updated last year
- Code for 'Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing', published in IEEE TPDS.☆86Updated 2 years ago
- Federated Learning over Wireless Networks☆44Updated 3 years ago
- Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication☆102Updated 3 years ago
- In this work, we propose a novel formulation titled Federated Deep Q Networks (F-DQN) to perform distributed learning for Deep RL algorit…☆18Updated 3 years ago
- Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge☆32Updated 2 years ago
- Adaptive Offloading of Federated Learning on IoT Devices☆68Updated last year
- Code of "HSFL: Efficient and Privacy-Preserving Offloading for Split and Federated Learning in IoT Services" published on International C…☆15Updated last year
- Code for our paper "Byzantine-Resilient Federated Machine Learning via Over-the-Air Computation" (https://arxiv.org/abs/2105.10883).☆24Updated 3 years ago
- Federated learning client selection☆15Updated last year
- FEDL-Federated Learning algorithm using TensorFlow (Transaction on Networking 2021)☆52Updated 3 years ago
- Migration of Edge-based Distributed Federated Learning☆23Updated last year
- Federated Learning for Energy-balanced Client Selection in Mobile Edge Computing☆30Updated 6 months ago
- ☆43Updated 2 years ago
- ☆21Updated 11 months ago
- Federated Reinforcement Learning project☆25Updated last year
- ☆54Updated last year
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆107Updated 4 years ago
- Welcome to FLSim_V2, a PyTorch based federated Reinforcement learning simulation framework☆9Updated last year
- A simulation of energy consumption of a federated learning system based on the non-orthogonal multiple access (NOMA) transmission protoco…☆25Updated 3 years ago
- ☆50Updated last year
- Code for the case study presented in "Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Sys…☆23Updated 3 years ago
- Source code for paper "Federated Edge Learning with Misaligned Over-The-Air Computation"☆25Updated last year