flsystem-paper
github.com/amberljc/flsystem-paper ↗Federated Learning Systems Paper List
75
GitHub Stars
47
Curated Resources
9
Categories
7 hours ago
Last Refreshed
FL Systems from big tech companiesOpen-source FL FrameworkFL x LLMEdge / MobileFederated Computation SystemsOptimization for FL SystemsSurveyGeneral insight for FLOther FL paper list
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me energy-efficiency resources from flsystem-paper"
Installation instructions →What's inside
Survey
- Advances and Open Problems in Federated Learning
- A Field Guide to Federated Optimization
- A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection
- Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data
- Towards Efficient Synchronous Federated Training: A Survey on System Optimization Strategies
- UNIFED: A Benchmark for Federated Learning Frameworks
Optimization for FL Systems
Federated Computation Systems
- Characterizing and Optimizing End-to-End Systems for Private Inference
- Device-centric Federated Analytics At Ease
- STI: Turbocharge NLP Inference at the Edge via Elastic Pipelining
- Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning
- λ-FL : Serverless Aggregation For Federated Learning
FL Systems from big tech companies
FL x LLM
Other FL paper list
- https://github.com/chaoyanghe/Awesome-Federated-Learning
- https://github.com/innovation-cat/Awesome-Federated-Machine-Learning
- https://github.com/weimingwill/awesome-federated-learning#resource-allocation
- https://github.com/youngfish42/Awesome-Federated-Learning-on-Graph-and-Tabular-Data#federated-learning-framework
Showing a sample of 47 resources. View the full list on GitHub →