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 5 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☆143Jun 7, 2020Updated 6 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 4 years ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆41Nov 13, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Asynchronous Federated Learning☆48Apr 22, 2023Updated 3 years ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆33Oct 20, 2025Updated 11 months ago
- ☆11Dec 30, 2021Updated 4 years ago
- Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge☆42Jun 30, 2022Updated 4 years ago
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆23Sep 11, 2023Updated 3 years ago
- A simple Asynchronous Federated Learning!☆11Dec 24, 2024Updated last year
- A DDPG methord for vehicle controled based on DDPG☆17Feb 28, 2022Updated 4 years ago
- This is the repository for the work "An ensemble mechanism to tackle the heterogeneity in asynchronous federated learning"☆10Nov 19, 2021Updated 4 years ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆35Jan 13, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- DistFL: Distribution-aware Federated Learning for Mobile Scenarios☆12Mar 14, 2022Updated 4 years ago
- Implementation of FedAvg☆17May 21, 2022Updated 4 years ago
- ☆36Jan 25, 2024Updated 2 years ago
- ☆34May 14, 2022Updated 4 years ago
- P4 DDoS 防御☆17Sep 6, 2026Updated last month
- Adaptive Federated Learning Approach to DDoS attack detection☆56Sep 15, 2026Updated 3 weeks ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆13Dec 16, 2023Updated 2 years ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆32Sep 24, 2021Updated 5 years ago
- A project for simulation of Asynchronous Federated Learning☆21Sep 1, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ZOSVRG-BlackBox-Adv☆13Oct 30, 2018Updated 7 years ago
- This repo implements FedU, a multitask learning framework for federated learning☆29May 5, 2025Updated last year
- Shapefile C Library☆14Dec 29, 2016Updated 9 years ago
- Causing a DDOS attack and mitigating it using blockchain and smart contracts.☆12Apr 26, 2018Updated 8 years ago
- [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks☆42Apr 4, 2023Updated 3 years ago
- Research Advances in the Latest Federal Learning Papers (Updated March 27, 2023)☆14Sep 19, 2023Updated 3 years ago
- Research on fee markets and resource allocation in blockchains.☆10Mar 14, 2023Updated 3 years ago
- 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 last year
- 社工库demo☆12May 24, 2021Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆22Nov 19, 2021Updated 4 years ago
- paper code commit-fsmafl☆10Mar 18, 2024Updated 2 years ago
- ☆11May 27, 2022Updated 4 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆54Nov 16, 2022Updated 3 years ago
- This is the official implementation of the ICML 2023 paper "Fair yet Asymptotically Equal Collaborative Learning"☆10May 29, 2023Updated 3 years ago
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆12Nov 2, 2022Updated 3 years ago
- This repository is pytorch version implement of LRU from the paper "Resurrecting Recurrent Neural Networks for Long Sequences" (https://a…☆12May 22, 2023Updated 3 years ago