A DISTRIBUTED PLATFORM FOR FEDERATIVE LEARNING BASED ON A SHARDED BLOCKCHAIN
DOI:
https://doi.org/10.24867/24BE23StanojevicKeywords:
federative learning, blockchain, distributed ledger technology, Hyperledger FabricAbstract
This work will present a distributed platform for federative learning based on a sharded blockchain solution. Furthermore, theoretical background of two main underlying aspects of the platform, the federative learning and distributed ledger technology, will be also presented.
References
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[2] R. S. M. P. Leslie Lamport, “The Byzantine Generals Problem,” 1982.
[3] S. Nakamoto, “Bitcoin: A Peer-to-Peer Electronic Cash System,” 2008.
[4] A. Back, “Hashcash - A Denial of Service Counter-Measure,” 2002.
[5] V. Buterin, “Ethereum Whitepaper”.
[6] L. Lamport, “The Part-Time Parliament,” May 1998.
[7] J. O. Diego Ongaro, “In Search of an Understandable Consensus Algorithm”.
[8] Apache Foundation, “Apache Kafka,” [Online]. Available: https://kafka.apache.org/.
[9] Wikipedia, “Stohastic Gradient Descent,” [Online]. Available: https://en.wikipedia.org/wiki/Stochastic_gradient_descent.
[10] Y. L. Y. C. Ze Liu, “Swin Transformer: Hierarchical Vision Transformer using Shifted Windows”.
[11] A. Krizhevsky, “The Cifar-10 dataset,” [Online]. Available: https://www.cs.toronto.edu/~kriz/cifar.html
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Published
2023-09-07
Issue
Section
Electrotechnical and Computer Engineering
