NDLI: Architecture-Based Adaptivity Support for Service Oriented Scientific Workflows

Content Provider	IEEE Xplore Digital Library
Author	Yan Liu Gorton, I. Wynne, A.
Copyright Year	2013
Description	Author affiliation: Pacific Northwest Nat. Lab., Richland, WA, USA (Gorton, I.; Wynne, A.) \|\| Concordia Univ., Montreal, QC, Canada (Yan Liu)
Abstract	Adaptivity is the ability of a program to change its behavior automatically according to its context. Programs over multiple scientific workflows and analytic domains have similar needs of adaptivity to handle data intensive computing. These include dynamically selecting analytical models or processes according to data sets at runtime, handling exceptions to make long running workflows reliable, and reducing large volumes of data to a suitable form for visualization. Architecture support to reuse these adaptive techniques across different scientific domains helps to enhance the workflows' efficiency, extensibility and reliability. In this paper, a service oriented architecture framework is presented to compose adaptive scientific workflows. This framework has a core of service components and mechanisms that eases the interoperation between disparate workflows and programs that encapsulate the adaptive control logic. The uses of this framework are demonstrated by scientific workflow scenarios.
Starting Page	309
Ending Page	314
File Size	799133
Page Count	6
File Format	PDF
ISBN	9781467356596
e-ISBN	9780769549446
DOI	10.1109/SOSE.2013.37
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-03-25
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Connectors Adaptation models scientific workflow SOA Pipelines Buildings adaptive software Adaptive control Monitoring Meteorology
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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