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:
- Asynchronous Federated Learning☆19Oct 5, 2021Updated 4 years ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆41Nov 13, 2022Updated 3 years ago
- [UbiComp/IMWUT '23] Hierarchical Clustering-based Personalized Federated Learning for Robust and Fair Human Activity Recognition☆33Oct 20, 2025Updated 9 months ago
- ☆11Dec 30, 2021Updated 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 2 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.
- A Decentralized Blockchain-Based Federated Learning Framework☆76Jul 10, 2023Updated 3 years ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆35Jan 13, 2024Updated 2 years ago
- 运用图卷积网络对节点分类☆11Mar 23, 2020Updated 6 years ago
- DistFL: Distribution-aware Federated Learning for Mobile Scenarios☆12Mar 14, 2022Updated 4 years ago
- ☆16Jun 24, 2024Updated 2 years ago
- ☆36Jan 25, 2024Updated 2 years ago
- ☆34May 14, 2022Updated 4 years ago
- Adaptive Federated Learning Approach to DDoS attack detection☆56Feb 2, 2026Updated 5 months ago
- The code for the paper "Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation"☆32Sep 24, 2021Updated 4 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.
- A project for simulation of Asynchronous Federated Learning☆21Sep 1, 2021Updated 4 years ago
- Normalized network traffic entropy-based DDoS detection in P4☆14May 9, 2024Updated 2 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
- ☆22Jan 25, 2023Updated 3 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 2 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☆183Jun 12, 2025Updated last year
- 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.
- Federated learning + blockchain example☆12Sep 13, 2022Updated 3 years ago
- The source code of the paper "Compressed Federated Learning Based on Adaptive Local Differential Privacy".☆10Oct 23, 2023Updated 2 years ago
- paper code commit-fsmafl☆10Mar 18, 2024Updated 2 years ago
- Practical Federated Gradient Boosting Decision Trees (AAAI 2020)☆18May 10, 2023Updated 3 years ago
- Blockchain sharding☆10Dec 8, 2022Updated 3 years ago
- simulation of the asynchronous federated learning system of paper "Asynchronous Federated Optimization"☆22Nov 19, 2021Updated 4 years ago
- ☆11May 27, 2022Updated 4 years ago
- echarts大屏展示得数据可视化☆11Sep 6, 2018Updated 7 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This is the official implementation of the ICML 2023 paper "Fair yet Asymptotically Equal Collaborative Learning"☆10May 29, 2023Updated 3 years ago
- ☆13May 5, 2023Updated 3 years ago
- The dataset of our work where the application of portable Raman spectroscopy coupled with several supervised machine-learning techniques,…☆15Nov 21, 2019Updated 6 years ago
- SVIP: Towards Verifiable Inference of Open-Source Large Language Models☆15Jun 3, 2025Updated last year
- Your AI pair programmer☆15Jul 6, 2023Updated 3 years ago
- 微芒虚拟区块链操作系统☆18Mar 2, 2023Updated 3 years ago
- [ICML 2025] Official implementation for "The Emperor's New Clothes in Benchmarking? A Rigorous Examination of Mitigation Strategies for L…☆15May 23, 2025Updated last year