FS-REAL: A Real-World Cross-Device Federated Learning Platform

Summary: FS-REAL: open-source platform providing plug-and-play, adaptable runtimes for Android/IoT to minimize cross-device FL development and deployment effort. Combines scalable, robust communication management, flexible algorithm extensibility, and automated tooling for deployment, evaluation and simulation of heterogeneous devices. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 13261
Venue: VLDB
Year: 2023
Pagerank: 4.613363e-05
Overall Rank: 7,937 | 44.79%
DOI: 10.14778/3611540.3611617

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,684	Federated Incomplete Tabular Data Prediction with Missing Complementarity	2025	VLDB	4.1945683e-05

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
8,651	FederatedScope: A Flexible Federated Learning Platform for Heterogeneity	2023	VLDB	4.4757309e-05

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