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A Quantitative Model of Grid Systems Performance in Healthcare Organisations

Altowaijri, Saleh, Mehmood, Rashid and Williams, John (2010) A Quantitative Model of Grid Systems Performance in Healthcare Organisations. In: International Conference on Intelligent Systems, Modelling and Simulation. ISMS 2010 . IEEE, Liverpool, UK, pp. 431-436.

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Future healthcare systems and organisations demand huge computational resources, and the ability for the applications to interact and communicate with each other within and across organisational boundaries. Examples of healthcare applications include medical imaging and processing, electronic health records, epidemiology and other higher-level analysis of healthcare data. Grid Computing has the potential to provide solutions to many of the challenges in healthcare systems, including the deployment path and business models. This paper presents a quantitative, Markovian, performance model to evaluate the suitability of computational Grids for pervasive deployment of medical applications in healthcare organisations. For a range and mix of medical applications, we compute steady state probability distributions of the respective Markov models and analyse the system performance using the results. This study is a step forward to quantitatively demonstrate the potential of computational Grids for their use in healthcare organisations.

Item Type: Book Chapter
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Schools: School of Computing and Engineering
Depositing User: Rashid Mehmood
Date Deposited: 15 Nov 2012 16:27
Last Modified: 28 Aug 2021 20:23


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