학술논문

Performance Evaluation of Blockchain Consensus Algorithms for Electronic Health Record Sharing
Document Type
Conference
Source
2021 Global Congress on Electrical Engineering (GC-ElecEng) Electrical Engineering (GC-ElecEng), 2021 Global Congress on. :136-143 Dec, 2021
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Fields, Waves and Electromagnetics
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Performance evaluation
Scalability
Simulation
Consensus algorithm
Medical services
Throughput
Proof of Work
Healthcare blockchain
electronic health record sharing
consensus algorithm
Language
Abstract
In any blockchain network, a consensus algorithm is considered a major factor in determining the performance of the network. This study aims to investigate consensus algorithms in healthcare blockchains for electronic health record (EHR) sharing by analyzing the scalability performance of these algorithms. Several consensus algorithms have been proposed in the literature and have been used for various types of blockchain networks. Herein, we analyze the performance of proof of work, practical Byzantine fault tolerance, and proof of authority (PoA) algorithms in the healthcare domain and propose an improved real-time PoA consensus algorithm for EHR sharing for faster consensus and block generation. Results of performed simulations show that the proposed algorithm outperforms previous consensus algorithms in terms of consensus time, number of blocks generated, network throughput, and scalability.