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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Online Access: | http://dx.doi.org/10.1155/2014/657417 |
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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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