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☆128Updated 3 years ago
- FedScale is a scalable and extensible open-source federated learning (FL) platform.☆398Updated last year
- ☆13Updated 2 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 5 years ago
- SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things☆111Updated 4 years ago
- A ledger for private and secure peer to peer machine learning☆108Updated 2 years ago
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆16Updated 4 years ago
- ☆88Updated 5 years ago
- Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.☆44Updated 3 years ago
- DFL working group☆32Updated last year
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆12Updated 3 months ago
- [ACM MobiCom 2022] "PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Che…☆72Updated 3 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Updated 4 years ago
- Privacy-preserving Federated Learning with Trusted Execution Environments☆69Updated last month
- Implementation of the paper "Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems"☆46Updated last year
- ☆19Updated 3 years ago
- Advanced Privacy-Preserving Federated Learning framework☆145Updated last week
- Investigating Split Learning and Federate Learning☆84Updated 5 years ago
- flame is a federated learning system for edge with flexibility and scalability at the core of its design.☆59Updated 2 weeks ago
- Federated learning with model quantization☆16Updated 3 years ago
- ☆46Updated 3 years ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆49Updated 2 years ago
- Communication-efficient decentralized SGD (Pytorch)☆25Updated 5 years ago
- 📦 Collect some Asynchronous Federated Learning papers.☆116Updated last year
- FedGroup, A Clustered Federated Learning framework based on Tensorflow☆41Updated 3 years ago
- ☆45Updated last year
- Multiple Edge Servers Assignment for Local Device in Hierarchical Federated Learning☆19Updated 4 years ago
- A demo of end-to-end federated learning system.☆69Updated 3 years ago
- Code accompanying the paper "Decentralized Federated Learning through Proxy Model Sharing"☆79Updated 2 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☆172Updated 2 years ago