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Deployment of a Distributed Ledger Technology (DLT) system for Network Federations

Authors: Gavín Gauxachs, Oriol;

Deployment of a Distributed Ledger Technology (DLT) system for Network Federations

Abstract

En aquest projecte s'ha buscat utilitzar una de les eines més potent d'avui en dia com és Blockchain i aprofitar les seves propietats per donar servei el món de la Intel·ligència Artificial. La idea és fer servir les propietats d'emmagatzematge que proporciona Blockchain per a crear un entorn de compartició de models d'Intel·ligència Artificial entre els diferents nodes participants. Aquests nodes han de poder interactuar amb el DLT (Distributed Ledger Technology) per a guardar els seus models entrenats i descarregar els que altres nodes han guardat. En aquest treball s'inclou l'anàlisi de la viabilitat del projecte, el disseny, l'experimentació per a l'obtenció de resultats i conclusions, i finalment la implementació la solució òptima. Malgrat que m'he trobat amb limitacions i dificultats tècniques, he aconseguit arribar a una solució viable i amb bons resultats

In this project, the aim has been to use one of today's most powerful tools, which is Blockchain, and leverage its properties to provide a service to the world of Artificial Intelligence. The idea is to use the storage properties provided by Blockchain to create an environment for sharing Artificial Intelligence models among different participating nodes. These nodes can interact with the DLT (Distributed Ledger Technology) to store their trained models and download those that other nodes have saved. This includes analyzing the viability of the project, designing, experimenting to obtain results and conclusions, and finally implementing the optimal solution. Despite encountering technical limitations and difficulties, I have arrived at a viable solution with good results.

Country
Spain
Keywords

Software-defined networking (Computer network technology), Artificial intelligence, Network Orchestrator, Xarxes definides per programari (Tecnologia de xarxes d'ordinadors), Smart Contract, Intel·ligència artificial, Artificial Intelligence Model, DLT, Àrees temàtiques de la UPC::Informàtica::Intel·ligència artificial, Cadena de blocs (Bases de dades), SDN, Blockchains (Databases), Blockchain, DT, Model d'Intel·ligència Artificial

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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