Attestation of Improved SimBlock Node Churn Simulation

Zi Hau Chin*, Vishnu Monn Baskaran, Golnoush Abaei, Ian Kim Teck Tan, Timothy Tzen Vun Yap

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

31 Downloads (Pure)

Abstract

Node churn, or the constant joining and leaving of nodes in a network, can impact the performance of a blockchain network. The difficulties of performing research on the actual blockchain network, particularlyon a live decentralized global network like Bitcoin, pose challenges that good simulators can overcome. While various tools, such as NS-3 and OMNet++, are useful for simulating network behavior, SimBlock is specifically designed to simulate the complex Bitcoin blockchain network. However, the current implementation of SimBlock has limitations when replicating actual node churn activity. In this study, the SimBlock simulator was improved to simulate node churn more accurately by removing churning nodes and dropping their connections, and increasing additional instrumentation for validation. The methodology used in the study involved modeling the Bitcoin node churn behavior based on previous studies and using the enhanced SimBlock simulator to simulate node churn. Empirical studies were then conducted to determine the suitability and limitations of the node churn simulation. This study found that the improved SimBlock could produce results similar to observed indicators in a 100-node network. However, it still had limitations in replicating node churn behavior accurately. It was discovered that SimBlock limits all nodes to operate as mining nodes and that mining is simulated in a way that does not depict churn accurately at any time but only at specific intervals or under certain conditions. Despite these limitations, the study’s improvements to SimBlock and the identification of its limitations can be useful for future research on node churn in blockchain networks and the development of more effective simulation tools.

Original languageEnglish
Pages (from-to)231-254
Number of pages24
JournalJournal of Information and Communication Technology
Volume22
Issue number2
DOIs
Publication statusPublished - 4 Mar 2023

Keywords

  • Blockchain
  • Compact block relay
  • Distributed network
  • Node churn
  • SimBlock

ASJC Scopus subject areas

  • General Computer Science
  • General Mathematics

Fingerprint

Dive into the research topics of 'Attestation of Improved SimBlock Node Churn Simulation'. Together they form a unique fingerprint.

Cite this