Optimal Resource Utilization in Hyperledger Fabric: A Comprehensive SPN-Based Performance Evaluation Paradigm

Hyperledger Fabric stands as a leading framework for permissioned block-chain systems, ensuring data security and audit-ability for enterprise applications. As applications on this platform grow, understanding its complex configuration concerning various block-chain parameters becomes vital. These c...

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Bibliographic Details
Main Authors: Melo, Carlos, Goncalves, Glauber, Silva, Francisco A., Feitosa, Leonel, Fe, Iure, Soares, Andre, Choi, Eunmi, Nguyen, Tuan Anh, Min, Dugki
Format: Conference Proceeding
Language:English
Subjects:
blockchain
capacity planning
Computational modeling
Data security
Distributed ledger
Fabrics
Performance evaluation
Petri net
Petri nets
Stochastic processes
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Summary:Hyperledger Fabric stands as a leading framework for permissioned block-chain systems, ensuring data security and audit-ability for enterprise applications. As applications on this platform grow, understanding its complex configuration concerning various block-chain parameters becomes vital. These configurations significantly affect the system's performance and cost. In this research, we introduce a Stochastic Petri Net (SPN) model to analyze Hyper-ledger Fabric's performance, considering variations in block-chain parameters, computational resources, and transaction rates. We provide case studies to validate the utility of our model, aiding block-chain administrators in determining optimal configurations for their applications. A key observation from our model highlights the block size's role in system response time. We noted an increased mean response time, between 1 to 25 seconds, due to variations in transaction arrival rates.
ISSN:2374-9709
DOI:10.1109/NOMS59830.2024.10575284