NDLI: Parameter estimation of complex mathematical models of human physiology using remote simulation distributed in scientific cloud

Content Provider	IEEE Xplore Digital Library
Author	Kulhanek, T. Matejak, M. Silar, J. Kofranek, J.
Copyright Year	2014
Description	Author affiliation: Inst. of Pathological Physiol., Charles Univ. in Prague, Prague, Czech Republic (Kulhanek, T.; Matejak, M.; Silar, J.; Kofranek, J.)
Abstract	A generic system for estimation of model parameters - calibrate models - is introduced. The proposed system architecture is built of several loosely coupled modules behaving as RESTful web services and allowing to integrate other parts of the system via HTTP protocol and data exchanged in JSON format. The system was designed in such a way that the most demanding computational part is computed in parallel and computation may be distributed to remote computational resources. A test deployment was done in scientific cloud provided by czech NGI CESNET. Parameter identification of complex models got significant speedup on cloud computing resources.
Sponsorship	IEEE Comput. Soc.
Starting Page	712
Ending Page	715
File Size	567282
Page Count	4
File Format	PDF
ISBN	9781479921317
DOI	10.1109/BHI.2014.6864463
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-06-01
Publisher Place	Spain
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Computational modeling Mathematical model Object oriented modeling Physiology Biological system modeling Parameter estimation Data models
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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Parameter estimation of complex mathematical models of human physiology using remote simulation distributed in scientific cloud