FS-REAL: A Real-World Cross-Device Federated Learning Platform
Summary: FS-REAL is an open-source, end-to-end platform for real-world cross-device federated learning across Android/IoT devices. Its plug-and-play runtimes, robust heterogeneous-device communication, extensible algorithms, and automated deployment/evaluation tooling reduce FL engineering effort. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Dawei Gao (Alibaba)
- 2. Daoyuan Chen (Alibaba)
- 3. Zitao Li (Alibaba)
- 4. Yuexiang Xie (Alibaba)
- 5. Xuchen Pan (Alibaba)
- 6. Yaliang Li (Alibaba)
- 7. Bolin Ding (Alibaba)
- 8. Jingren Zhou (Alibaba)
BibTeX Citation
@article{gao_vldb23,
title = {{FS-REAL: A Real-World Cross-Device Federated Learning Platform}},
author = {Gao, Dawei and Chen, Daoyuan and Li, Zitao and Xie, Yuexiang and Pan, Xuchen and Li, Yaliang and Ding, Bolin and Zhou, Jingren},
journal = {PVLDB},
series = {{VLDB} '23},
volume = {16},
number = {12},
pages = {4046--4049},
doi = {10.14778/3611540.3611617},
url = {https://doi.org/10.14778/3611540.3611617},
year = {2023}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,932 | Federated Incomplete Tabular Data Prediction with Missing Complementarity | 2025 | VLDB | 5.093636e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 1 of 1 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,814 | FederatedScope: A Flexible Federated Learning Platform for Heterogeneity | 2023 | VLDB | 5.3647251e-05 |
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