A Blockchain System for Clustered Federated Learning with Peer-to-Peer Knowledge Transfer

Summary: FedChain: a blockchain-backed decentralized FL system that uses clustered semi-asynchronous model aggregation to mitigate client drift and accelerate convergence. Enhances local training via peer-to-peer knowledge transfer and access-controlled model exchange, yielding better accuracy, convergence, throughput, and latency. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID: 13769
Venue: VLDB
Year: 2024
Pagerank: 4.456315e-05
Overall Rank: 8,747 | 39.15%
DOI: 10.14778/3641204.3641208

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
10,545	OpenFGL: A Comprehensive Benchmark for Federated Graph Learning	2025	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
717	Towards Scaling Blockchain Systems via Sharding	2019	SIGMOD	0.00017639814
1,725	Max-Sum Diversification, Monotone Submodular Functions and Dynamic Updates	2012	PODS	0.00010748322
3,481	Building High Throughput Permissioned Blockchain Fabrics: Challenges and Opportunities	2020	VLDB	7.0534352e-05
3,500	FalconDB: Blockchain-based Collaborative Database	2020	SIGMOD	7.0373486e-05
4,580	NeuChain: A Fast Permissioned Blockchain System with Deterministic Ordering	2022	VLDB	6.0703601e-05
4,634	SlimChain: Scaling Blockchain Transactions through Off-Chain Storage and Parallel Processing	2021	VLDB	6.0339819e-05
4,991	Structural Signatures for Tree Data Structures	2008	VLDB	5.7822203e-05
5,804	FlexChain: An Elastic Disaggregated Blockchain	2023	VLDB	5.3204095e-05
6,521	Refiner: A Reliable Incentive-Driven Federated Learning System Powered by Blockchain	2021	VLDB	5.0303762e-05

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