DISTRIBUIRANA PLATFORMA ZA FEDERATIVNO UČENJE ZASNOVANA NA RAZDELJENOM VIŠESLOJNOM BLOKČEJNU
Ključne reči:
federativno učenje, blokčejn, tehnologija distribuirane glavne knjige, Hyperledger Fabri
Apstrakt
U ovom radu će biti predstavljena distribuirana platforma za federativno učenje, zasnovana na razdeljenom blokčejn rešenju. Takođe, biće predstavljene i teorijske osnove koje stoje iza dva glavna aspekta platforme, federativnog učenja i tehnologija distribuirane glavne knjige.
Reference
[1] “Internet of Everything,” [Online]. Available: https://ioe.org/.
[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
[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
Objavljeno
2023-09-07
Sekcija
Elektrotehničko i računarsko inženjerstvo
