Shahsavari, Yahya, Zhang, Kaiwen et Talhi, Chamseddine.
2022.
« Toward quantifying decentralization of blockchain networks with relay nodes ».
Frontiers in Blockchain, vol. 5.
Compte des citations dans Scopus : 5.
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Résumé
In this paper, we present a methodology for quantifying the decentralization degree of a blockchain network. To accomplish this, we use two well-known graph models of Erdös- Rény and Barabási–Albert in order to study the blockchain network topology. We then quantify the decentralization degree using the clustering coefficient of our network models. We validate our approach through extensive simulations and analyze the decentralization degree with respect to network parameters such as the number of connections per node and the peer selection algorithm. Our results expose the trade-off between the average shortest path and the decentralization degree. Furthermore, we observe the impact of the average shortest path on the network speed and traffic overhead. Finally, we demonstrate that the presence of hub-like nodes such as relay gateways negatively impacts the decentralization degree of blockchain networks.
| Type de document: | Article publié dans une revue, révisé par les pairs |
|---|---|
| Professeur: | Professeur Zhang, Gaixia Talhi, Chamseddine |
| Affiliation: | Génie électrique, Génie logiciel et des technologies de l'information |
| Date de dépôt: | 18 sept. 2023 19:59 |
| Dernière modification: | 14 févr. 2024 20:10 |
| URI: | https://espace2.etsmtl.ca/id/eprint/27735 |
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