Please use this identifier to cite or link to this item: http://hdl.handle.net/11328/4048
Title: Performance evaluation of private ethereum networks
Authors: Leal, Fátima
Chis, Adriana E.
González-Vélez, Horacio
Keywords: Blockchain
Performance
Gas limit
Ethereum
Private networks
Pharmaceutical manufacturing
Auditability
Issue Date: 27-Aug-2020
Publisher: Springer Nature
Citation: Leal, F., Chis, A. E., & González-Vélez, H. (2020). Performance evaluation of private ethereum networks. SN Computer Science, 1, article number 285, 2020. https://doi.org/10.1007/s42979-020-00289-7. Repositório Institucional UPT. http://hdl.handle.net/11328/4048
Abstract: This paper provides a performance evaluation of private blockchain networks based on Ethereum, an open-source blockchain platform. Different sectors with stringent blockchain security, privacy, and auditability requirements have adopted Ethereum private networks to keep their data exclusive within a permission group. However, the concrete performance of private Ethereum networks—i.e., transactions or smart contract interactions—has received limited attention. We have set an Ethereum private network to study the following configuration parameters: (1) distinct transaction complexity; (2) different block sizes; (3) two consensus algorithms, namely Proof-of-Work and Proof-of-Authority; and (4) multiple network nodes. Our evaluation has employed time series datasets from the pharma industry, where high levels of security, privacy, and auditability are always required. However, this evaluation approach is domain-agnostic being valid for other fields. We have observed an inverse correlation between the amount of transactions per block and the block period. In this context, we have determined linear models for the simple (low gas limit) and the complex transactions (high gas limit). The model enables to calculate the block period for a specific amount of transactions to be committed in a block. We also include predictive modelling for an optimal configuration taking into account the amount of transactions to commit into a blockchain network.
URI: http://hdl.handle.net/11328/4048
ISSN: 2661-8907 (Electronic)
Appears in Collections:REMIT – Artigos em Revistas Internacionais / Papers in International Journals

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