Agent-Based Simulation of Blockchains

被引：12
|
作者：
Rosa, Edoardo [1 ]
D'Angelo, Gabriele [2 ]
Ferretti, Stefano [2 ]
机构：
[1] Intuity, Padua, Italy
[2] Univ Bologna, Bologna, Italy
来源：
METHODS AND APPLICATIONS FOR MODELING AND SIMULATION OF COMPLEX SYSTEMS | 2019年 / 1094卷
关键词：
Blockchain; Simulation; Distributed ledger; Bitcoin;
D O I：
10.1007/978-981-15-1078-6_10
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper, we describe LUNES-Blockchain, an agent-based simulator of blockchains that is able to exploit Parallel and Distributed Simulation (PADS) techniques to offer a high level of scalability. To assess the preliminary implementation of our simulator, we provide a simplified modelling of the Bitcoin protocol and we study the effect of a security attack on the consensus protocol in which a set of malicious nodes implements a filtering denial of service (i.e. Sybil Attack). The results confirm the viability of the agent-based modelling of blockchains implemented by means of PADS.
引用
收藏
页码：115 / 126
页数：12
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