andreas-grafberger / fedlessLinks
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
Sorting:
- Oort: Efficient Federated Learning via Guided Participant Selection☆129Updated 4 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆404Updated last year
- Implementation of the paper "Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems"☆46Updated last year
- Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.☆44Updated 3 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆121Updated last year
- Privacy-preserving Federated Learning with Trusted Execution Environments☆74Updated 4 months ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆71Updated 3 years ago
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆17Updated 4 years ago
- flame is a federated learning system for edge with flexibility and scalability at the core of its design.☆61Updated 3 weeks ago
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Updated 7 months ago
- diaoenmao / HeteroFL-Computation-and-Communication-Efficient-Federated-Learning-for-Heterogeneous-Clients[ICLR 2021] HeteroFL: Computation and Communication Efficient Federated Learning for Heterogeneous Clients☆177Updated 2 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Updated 4 years ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆82Updated 2 years ago
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆41Updated 3 years ago
- ☆13Updated 2 years ago
- A ledger for private and secure peer to peer machine learning☆111Updated 2 years ago
- ☆47Updated 3 years ago
- ☆19Updated 4 years ago
- DFL working group☆32Updated last year
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆114Updated 4 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 6 years ago
- Advanced Privacy-Preserving Federated Learning framework☆157Updated this week
- This repository is the official implementation of 'EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Lea…☆14Updated 3 years ago
- Federated learning with model quantization☆16Updated 4 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆53Updated 3 years ago
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆179Updated 4 years ago
- ☆47Updated last year
- ☆90Updated 5 years ago
- Investigating Split Learning and Federate Learning☆86Updated 5 years ago
- Federated Learning Systems Paper List☆75Updated last year