arodio / CA-FedLinks
Official code for "Federated Learning under Heterogeneous and Correlated Client Availability" (INFOCOM'23)
☆29Updated 2 years ago
Alternatives and similar repositories for CA-Fed
Users that are interested in CA-Fed 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.☆94Updated 3 years ago
- Active Client Selection for Federated Learning☆49Updated 2 years ago
- ☆32Updated 3 years ago
- [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks☆39Updated 2 years ago
- FLASH-RL (Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning) is a novel and effective strategy f…☆52Updated last year
- ☆11Updated 5 years ago
- Adaptive Offloading of Federated Learning on IoT Devices☆76Updated 3 years ago
- This repository implements FEDL using pytorch☆56Updated 5 years ago
- Official implementations for "Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID D…☆22Updated last year
- Codes for the paper FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning☆46Updated 2 years ago
- Codebase for "Greedy Shapley Client Selection for Communication-Efficient Federated Learning"☆18Updated last year
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆139Updated 5 years ago
- ☆14Updated 2 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 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
- Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge☆43Updated 3 years ago
- Federated learning client selection☆19Updated 2 years ago
- Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks☆17Updated 3 years ago
- ☆17Updated 5 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"☆289Updated 7 months ago
- ☆14Updated last year
- LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning (2021 IEEE/ACM Symposium on Edge Co…☆41Updated 3 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆84Updated 3 years ago
- D-DQN Reinforcement Learning for device selection in Federated Learning☆42Updated 2 years ago
- Apprentices in Federated Learning from ECNU <3☆24Updated 3 years ago
- The open-souce code of FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data, accepted …☆19Updated 2 years ago
- We will implement this framework.☆32Updated 3 years ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆39Updated 3 years ago
- ☆24Updated 2 years ago