From Bitcoin to Bitcoin Cash: a network analysis

M. A. Javarone, C. Wright
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引用次数: 47

Abstract

Bitcoins and Blockchain technologies are attracting the attention of different scientific communities. In addition, their widespread industrial applications and the continuous introduction of cryptocurrencies are also stimulating the attention of the public opinion. The underlying structure of these technologies constitutes one of their core concepts. In particular, they are based on peer-to-peer networks. Accordingly, all nodes lie at the same level, so that there is no place for privileged actors as, for instance, banking institutions in classical financial networks. In this work, we perform a preliminary investigation on two kinds of network, i.e. the Bitcoin network and the Bitcoin Cash network. Notably, we analyze their global structure and we try to evaluate if they are provided with a small-world behavior. Results suggest that the principle known as 'fittest-gets-richer', combined with a continuous increasing of connections, might constitute the mechanism leading these networks to reach their current structure. Moreover, further observations open the way to new investigations into this direction.
从比特币到比特币现金:一个网络分析
比特币和区块链技术吸引了不同科学界的关注。此外,其广泛的工业应用和加密货币的不断推出也在引发舆论的关注。这些技术的底层结构构成了它们的核心概念之一。特别是,它们基于点对点网络。因此,所有节点都处于同一水平,因此没有特权参与者,例如,在经典金融网络中的银行机构。在这项工作中,我们对两种网络进行了初步的调查,即比特币网络和比特币现金网络。值得注意的是,我们分析了它们的全局结构,并试图评估它们是否具有小世界行为。研究结果表明,“适者生存”的原则,加上不断增加的连接,可能构成了导致这些网络达到目前结构的机制。此外,进一步的观察为这一方向的新研究开辟了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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