Examining Transactional Decentralization on the Ethereum Blockchain

The decentralized nature of blockchain ecosystems involves a complex interplay of various sources, entities, and decision-makers that act collectively, yet independently, avoiding unnecessary concentration or dominance. Decentralization can be assessed through various dimensions, such as consensus, network, governance, transaction, and wealth. This work presents an overview of the current landscape of transactional decentralization. Assessing decentralization requires robust metrics capable of distinguishing and incorporating factors such as the distribution of participants between addresses, blocks, and transactions. Therefore, in this work, we actively utilize and examine well-known statistical metrics, including the decentralization index, Gini coefficient, Nakamoto coefficient, Herfindahl-Hirschman index, and Shannon entropy, using Ethereum blockchain data over a period of seven years. Our analysis delves into the intricate dynamics of decentralized transactions, uncovering the evolving trends and challenges that define decentralization. This research contributes to the ongoing discourse surrounding blockchain decentralization, providing information on the measurement and evaluation of the status of decentralization using raw and grouped data from the Ethereum blockchain.

Authors

Institutions

Publication Details

Published
2024-11-26
DOI
https://doi.org/10.1109/bcca62388.2024.10844389
Primary Topic
Blockchain Technology Applications and Security
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Examining Transactional Decentralization on the Ethereum Blockchain

Remigijus Paulavičius, Mindaugas Juodis, Ernestas Filatovas, Donatas Goštautas
Blockchain Technology Applications and Security
article

Examining Transactional Decentralization on the Ethereum Blockchain

Remigijus Paulavičius, Mindaugas Juodis, Ernestas Filatovas, Donatas Goštautas
article en

Abstract

The decentralized nature of blockchain ecosystems involves a complex interplay of various sources, entities, and decision-makers that act collectively, yet independently, avoiding unnecessary concentration or dominance. Decentralization can be assessed through various dimensions, such as consensus, network, governance, transaction, and wealth. This work presents an overview of the current landscape of transactional decentralization. Assessing decentralization requires robust metrics capable of distinguishing and incorporating factors such as the distribution of participants between addresses, blocks, and transactions. Therefore, in this work, we actively utilize and examine well-known statistical metrics, including the decentralization index, Gini coefficient, Nakamoto coefficient, Herfindahl-Hirschman index, and Shannon entropy, using Ethereum blockchain data over a period of seven years. Our analysis delves into the intricate dynamics of decentralized transactions, uncovering the evolving trends and challenges that define decentralization. This research contributes to the ongoing discourse surrounding blockchain decentralization, providing information on the measurement and evaluation of the status of decentralization using raw and grouped data from the Ethereum blockchain.

Vilnius University (LT)
Openalex Percentile: Top 58%
Blockchain Technology Applications and Security
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.