andreas-grafberger / fedless
Source code for the paper "FedLess: Secure and Scalable Federated Learning Using Serverless Computing" (IEEE BigData 2021)
☆15Updated 3 years ago
Alternatives and similar repositories for fedless:
Users that are interested in fedless are comparing it to the libraries listed below
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Updated last year
- A ledger for private and secure peer to peer machine learning☆108Updated last year
- Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.☆44Updated 2 years ago
- Privacy-preserving Federated Learning with Trusted Execution Environments☆65Updated 2 years ago
- ☆13Updated 2 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 5 years ago
- Oort: Efficient Federated Learning via Guided Participant Selection☆126Updated 3 years ago
- Python module for simulating gossip learning.☆41Updated last year
- Investigating Split Learning and Federate Learning☆82Updated 4 years ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 2 years ago
- ☆85Updated 4 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆32Updated 4 years ago
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆37Updated 2 years ago
- This repository implements FEDL using pytorch☆53Updated 4 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆108Updated 4 years ago
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆16Updated 4 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Updated last year
- Federated Learning Systems Paper List☆71Updated last year
- 完全去中心化联邦学习☆27Updated last year
- ☆45Updated 2 years ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆23Updated 3 years ago
- Resource Efficient Federated Learning☆23Updated 2 years ago
- 🎓Automatically Update FL Papers Daily using Github Actions (Update Every 12th hours)☆21Updated this week
- Multiple Edge Servers Assignment for Local Device in Hierarchical Federated Learning☆18Updated 3 years ago
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆122Updated 4 years ago
- Implementation of the paper "Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems"☆46Updated last year
- ☆18Updated 3 years ago
- ☆18Updated last year
- A try for federated learning with Resnet on CIFAR10 using Cloud-Edge-Client framework.☆22Updated 4 years ago
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆162Updated 2 years ago