Performance Enhancement of a Web-Based Picture Archiving and Communication System Using Commercial Off-the-Shelf Server Clusters

The rapid development of picture archiving and communication systems (PACSs) thoroughly changes the way of medical informatics communication and management. However, as the scale of a hospital’s operations increases, the large amount of digital images transferred in the network inevitably decreases...

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Main Authors: Yan-Lin Liu, Cheng-Ting Shih, Yuan-Jen Chang, Shu-Jun Chang, Jay Wu
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:BioMed Research International
Online Access:http://dx.doi.org/10.1155/2014/657417
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spelling doaj-58793825e9e94820b301f3f6626831032020-11-24T23:35:37ZengHindawi LimitedBioMed Research International2314-61332314-61412014-01-01201410.1155/2014/657417657417Performance Enhancement of a Web-Based Picture Archiving and Communication System Using Commercial Off-the-Shelf Server ClustersYan-Lin Liu0Cheng-Ting Shih1Yuan-Jen Chang2Shu-Jun Chang3Jay Wu4Institute of Nuclear Engineering and Science, National Tsing Hua University, Hsinchu 30013, TaiwanDepartment of Biomedical Engineering and Environmental Sciences, National Tsing Hua University, Hsinchu 30013, TaiwanDepartment of Management Information Systems, Central Taiwan University of Science and Technology, Taichung 40202, TaiwanHealth Physics Division, Institute of Nuclear Energy Research, Atomic Energy Council, Taoyuan 32500, TaiwanDepartment of Biomedical Imaging and Radiological Science, China Medical University, No. 91 Hsueh-Shih Road, Taichung 40202, TaiwanThe rapid development of picture archiving and communication systems (PACSs) thoroughly changes the way of medical informatics communication and management. However, as the scale of a hospital’s operations increases, the large amount of digital images transferred in the network inevitably decreases system efficiency. In this study, a server cluster consisting of two server nodes was constructed. Network load balancing (NLB), distributed file system (DFS), and structured query language (SQL) duplication services were installed. A total of 1 to 16 workstations were used to transfer computed radiography (CR), computed tomography (CT), and magnetic resonance (MR) images simultaneously to simulate the clinical situation. The average transmission rate (ATR) was analyzed between the cluster and noncluster servers. In the download scenario, the ATRs of CR, CT, and MR images increased by 44.3%, 56.6%, and 100.9%, respectively, when using the server cluster, whereas the ATRs increased by 23.0%, 39.2%, and 24.9% in the upload scenario. In the mix scenario, the transmission performance increased by 45.2% when using eight computer units. The fault tolerance mechanisms of the server cluster maintained the system availability and image integrity. The server cluster can improve the transmission efficiency while maintaining high reliability and continuous availability in a healthcare environment.http://dx.doi.org/10.1155/2014/657417
collection DOAJ
language English
format Article
sources DOAJ
author Yan-Lin Liu
Cheng-Ting Shih
Yuan-Jen Chang
Shu-Jun Chang
Jay Wu
spellingShingle Yan-Lin Liu
Cheng-Ting Shih
Yuan-Jen Chang
Shu-Jun Chang
Jay Wu
Performance Enhancement of a Web-Based Picture Archiving and Communication System Using Commercial Off-the-Shelf Server Clusters
BioMed Research International
author_facet Yan-Lin Liu
Cheng-Ting Shih
Yuan-Jen Chang
Shu-Jun Chang
Jay Wu
author_sort Yan-Lin Liu
title Performance Enhancement of a Web-Based Picture Archiving and Communication System Using Commercial Off-the-Shelf Server Clusters
title_short Performance Enhancement of a Web-Based Picture Archiving and Communication System Using Commercial Off-the-Shelf Server Clusters
title_full Performance Enhancement of a Web-Based Picture Archiving and Communication System Using Commercial Off-the-Shelf Server Clusters
title_fullStr Performance Enhancement of a Web-Based Picture Archiving and Communication System Using Commercial Off-the-Shelf Server Clusters
title_full_unstemmed Performance Enhancement of a Web-Based Picture Archiving and Communication System Using Commercial Off-the-Shelf Server Clusters
title_sort performance enhancement of a web-based picture archiving and communication system using commercial off-the-shelf server clusters
publisher Hindawi Limited
series BioMed Research International
issn 2314-6133
2314-6141
publishDate 2014-01-01
description The rapid development of picture archiving and communication systems (PACSs) thoroughly changes the way of medical informatics communication and management. However, as the scale of a hospital’s operations increases, the large amount of digital images transferred in the network inevitably decreases system efficiency. In this study, a server cluster consisting of two server nodes was constructed. Network load balancing (NLB), distributed file system (DFS), and structured query language (SQL) duplication services were installed. A total of 1 to 16 workstations were used to transfer computed radiography (CR), computed tomography (CT), and magnetic resonance (MR) images simultaneously to simulate the clinical situation. The average transmission rate (ATR) was analyzed between the cluster and noncluster servers. In the download scenario, the ATRs of CR, CT, and MR images increased by 44.3%, 56.6%, and 100.9%, respectively, when using the server cluster, whereas the ATRs increased by 23.0%, 39.2%, and 24.9% in the upload scenario. In the mix scenario, the transmission performance increased by 45.2% when using eight computer units. The fault tolerance mechanisms of the server cluster maintained the system availability and image integrity. The server cluster can improve the transmission efficiency while maintaining high reliability and continuous availability in a healthcare environment.
url http://dx.doi.org/10.1155/2014/657417
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