Understanding the Blockchain Interoperability Graph Based on Cryptocurrency Price Correlation

Cryptocurrencies have gained high popularity in recent years, with over 9000 of them, including major ones such as Bitcoin and Ether. Each cryptocurrency is implemented on one block chain or over several such networks. Recently, various technologies known as blockchain interoperability have been developed to connect these different blockchains and create an interconnected blockchain ecosystem. This paper aims to provide insights on the blockchain ecosystem and the connection between blockchains that we refer to as the interoperability graph. Our approach is based on the analysis of the correlation between cryptocurrencies implemented over the different blockchains. We examine over 4800 cryptocurrencies implemented on 76 blockchains and their daily prices over a year. This experimental study has potential implications for decentralized finance (DeFi), including portfolio investment strategies and risk management.

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Publication Details

Published
2024-08-19
DOI
https://doi.org/10.1109/blockchain62396.2024.00058
Citations
1
Primary Topic
Blockchain Technology Applications and Security
Type
article
Field-Weighted Citation Impact
0.78
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article

Understanding the Blockchain Interoperability Graph Based on Cryptocurrency Price Correlation

Ori Mazor, Ori Rottenstreich
1 citations
Blockchain Technology Applications and Security
0.78
article

Understanding the Blockchain Interoperability Graph Based on Cryptocurrency Price Correlation

Ori Mazor, Ori Rottenstreich
article en
1 citations

Abstract

Cryptocurrencies have gained high popularity in recent years, with over 9000 of them, including major ones such as Bitcoin and Ether. Each cryptocurrency is implemented on one block chain or over several such networks. Recently, various technologies known as blockchain interoperability have been developed to connect these different blockchains and create an interconnected blockchain ecosystem. This paper aims to provide insights on the blockchain ecosystem and the connection between blockchains that we refer to as the interoperability graph. Our approach is based on the analysis of the correlation between cryptocurrencies implemented over the different blockchains. We examine over 4800 cryptocurrencies implemented on 76 blockchains and their daily prices over a year. This experimental study has potential implications for decentralized finance (DeFi), including portfolio investment strategies and risk management.

Technion – Israel Institute of Technology (IL)
Openalex Percentile: Top 21%
Blockchain Technology Applications and Security
0.78
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