Empirical Analysis of Bitcoin network (2016-2020)
- 9 August 2020
- conference paper
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE) in 2020 IEEE/CIC International Conference on Communications in China (ICCC Workshops)
Abstract
Bitcoin system (or Bitcoin) is a peer-to-peer and decentralized payment system that uses cryptocurrency named bitcoins (BTCs) and was released as open-source software in 2009. Bitcoin platform has attracted both social and anti-social elements. On the one hand, it is social as it ensures the exchange of value, maintaining trust in a cooperative, community-driven manner without the need for a trusted third party. At the same time, it is anti-social as it creates hurdles for law enforcement to trace suspicious transactions due to anonymity and privacy. To understand how the social and anti-social tendencies in the user base of Bitcoin affect its evolution, there is a need to analyze the Bitcoin system as a network. The current paper aims to explore the local topology and geometry of the Bitcoin network during its first decade of existence. Bitcoin transaction data from 01 Jan 2016 00:00:00 GMT to 08 May 2020 13:21:33 GMT was processed for this purpose to build a Bitcoin user graph.Keywords
This publication has 24 references indexed in Scilit:
- A Petri Nets Model for Blockchain AnalysisThe Computer Journal, 2018
- Data-driven analysis of Bitcoin properties: exploiting the users graphInternational Journal of Data Science and Analytics, 2017
- Community detection in networks: A user guidePhysics Reports, 2016
- Uncovering the Bitcoin Blockchain: An Analysis of the Full Users GraphPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2016
- Bitcoin and Beyond: A Technical Survey on Decentralized Digital CurrenciesIEEE Communications Surveys & Tutorials, 2016
- A Key Management Scheme for Secure Communications of Information Centric Advanced Metering Infrastructure in Smart GridIEEE Transactions on Instrumentation and Measurement, 2015
- Bitcoin: Economics, Technology, and GovernanceJournal of Economic Perspectives, 2015
- Network sciencePhilosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, 2013
- The Structure and Function of Complex NetworksSIAM Review, 2003
- Classes of small-world networksProceedings of the National Academy of Sciences of the United States of America, 2000