CS525 Group research Paper. A central server uses network topology/clustering algorithm to assign clusters for workers. A special aggregator device is selected to enable hierarchical learning, leads to efficient communication between server and workers, while allowing heterogeneity.
☆18Sep 1, 2021Updated 4 years ago
Alternatives and similar repositories for Asynchronous-Federated-Learning-on-Hierarchical-Clusters
Users that are interested in Asynchronous-Federated-Learning-on-Hierarchical-Clusters are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆144Jun 7, 2020Updated 5 years ago
- FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs☆19Dec 4, 2022Updated 3 years ago
- 关于簇联邦学习的一个小小的改进。自动确定簇个数,提高簇模型精度,缓解用户孤立的问题☆36Apr 21, 2022Updated 4 years ago
- Blockchain federated learning☆14Sep 26, 2022Updated 3 years ago
- Multiple Edge Servers Assignment for Local Device in Hierarchical Federated Learning☆19Apr 26, 2021Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Code of Paper "Cooperative Sensing and Uploading for Quality-Cost Tradeoff of Digital Twins in VEC", IEEE TCE, 2024.☆12Jul 10, 2023Updated 2 years ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆41Nov 13, 2022Updated 3 years ago
- Asynchronous Federated Learning☆48Apr 22, 2023Updated 3 years ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆34Jan 13, 2024Updated 2 years ago
- ☆11Dec 30, 2021Updated 4 years ago
- Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge☆42Jun 30, 2022Updated 3 years ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆32Oct 20, 2025Updated 6 months ago
- A simple Asynchronous Federated Learning!☆11Dec 24, 2024Updated last year
- This is the repository for the work "An ensemble mechanism to tackle the heterogeneity in asynchronous federated learning"☆10Nov 19, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A Decentralized Blockchain-Based Federated Learning Framework☆76Jul 10, 2023Updated 2 years ago
- DistFL: Distribution-aware Federated Learning for Mobile Scenarios☆12Mar 14, 2022Updated 4 years ago
- ☆34May 14, 2022Updated 3 years ago
- ☆19Oct 6, 2024Updated last year
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆32Sep 24, 2021Updated 4 years ago
- Implementation of FedAvg☆17May 21, 2022Updated 3 years ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆13Dec 16, 2023Updated 2 years ago
- Adaptive Federated Learning Approach to DDoS attack detection☆55Feb 2, 2026Updated 3 months ago
- P4 DDoS 防御☆16Jul 28, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks☆41Apr 4, 2023Updated 3 years ago
- A project for simulation of Asynchronous Federated Learning☆21Sep 1, 2021Updated 4 years ago
- This repo implements FedU, a multitask learning framework for federated learning☆28May 5, 2025Updated last year
- ☆10Nov 28, 2023Updated 2 years ago
- Research Advances in the Latest Federal Learning Papers (Updated March 27, 2023)☆14Sep 19, 2023Updated 2 years ago
- 社工库demo☆12May 24, 2021Updated 4 years ago
- Research on fee markets and resource allocation in blockchains.☆10Mar 14, 2023Updated 3 years ago
- ☆21Jan 25, 2023Updated 3 years ago
- The source code of the paper "Compressed Federated Learning Based on Adaptive Local Differential Privacy".☆10Oct 23, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 联邦学习模块化框架,支持各类FL。A universal federated learning framework, free to switch thread and process modes☆182Jun 12, 2025Updated 10 months ago
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆23Nov 19, 2021Updated 4 years ago
- 嵌入式linux的内核移植、根文件系统制作、系统启动过程、Makefile解读、make menuconfig配置等☆22Jan 7, 2018Updated 8 years ago
- [ICLR 2024] FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler☆24Apr 24, 2024Updated 2 years ago
- paper code commit-fsmafl☆10Mar 18, 2024Updated 2 years ago
- ☆10May 27, 2022Updated 3 years ago
- Causing a DDOS attack and mitigating it using blockchain and smart contracts.☆13Apr 26, 2018Updated 8 years ago