Decentralization in Bitcoin and Ethereum Networks
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Abstract (arXiv)
Blockchain-based cryptocurrencies have demonstrated how to securely implement traditionally centralized systems, such as currencies, in a decentralized fashion. However, there have been few measurement studies on the level of decentralization they achieve in practice. We present a measurement study on various decentralization metrics of two of the leading cryptocurrencies with the largest market capitalization and user base, Bitcoin and Ethereum. We investigate the extent of decentralization by measuring the network resources of nodes and the interconnection among them, the protocol requirements affecting the operation of nodes, and the robustness of the two systems against attacks. In particular, we adapted existing internet measurement techniques and used the Falcon Relay Network as a novel measurement tool to obtain our data. We discovered that neither Bitcoin nor Ethereum has strictly better properties than the other. We also provide concrete suggestions for improving both systems.
Key facts. Cited by 5 papers in the map (data through 14 Oct 2026). First posted on arXiv 11 Jan 2018.
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Citing papers per year: 2022: 1; 2023: 2; 2024: 0; 2025: 1; 2026: 1.
5 papers.
- 2022Digital Twins for Dynamic Management of Blockchain Systemscited by 2
- 2023Can Blockchains Reliably Train Machine Learning Models?cited by 1
- 2023Cobalt: Optimizing Mining Rewards in Proof-of-Work Network Gamescited by 0
- 2025Bittensor Protocol: The Bitcoin in Decentralized Artificial Intelligence? A Critical and Empirical Analysiscited by 0
- 2026Defining Decentralization: An Ontological Perspectivecited by 0
- 2026Defining Decentralization: An Ontological Perspective10 Aug 2026
- 2025Bittensor Protocol: The Bitcoin in Decentralized Artificial Intelligence? A Critical and Empirical Analysis29 Jun 2025
- 2023Can Blockchains Reliably Train Machine Learning Models?13 Jul 2023
- 2023Cobalt: Optimizing Mining Rewards in Proof-of-Work Network Games10 Jul 2023
- 2022Digital Twins for Dynamic Management of Blockchain Systems26 Apr 2022