Automating scientific experiments on the Semantic Grid

Majithia, Shalil, Walker, David William ORCID: https://orcid.org/0000-0002-1360-6330 and Gray, William Alexander 2004. Automating scientific experiments on the Semantic Grid. Lecture Notes in Computer Science 3298 , pp. 365-379. 10.1007/978-3-540-30475-3_26

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Abstract

We present a framework to facilitate automated synthesis of scientific experiment workflows in Semantic Grids based on high-level goal specification. Our framework has two main features which distinguish it from other work in this area. First, we propose a dynamic and adaptive mechanism for automating the construction of experiment workflows. Second, we distinguish between different levels of abstraction of loosely coupled experiment workflows to facilitate reuse and sharing of experiments. We illustrate our framework using a real world application scenario in the physics domain involving the detection of gravitational waves from astrophysical sources

Item Type:	Article
Date Type:	Publication
Status:	Published
Schools:	Computer Science & Informatics
Subjects:	Q Science > QA Mathematics > QA76 Computer software
Publisher:	Springer
ISSN:	0302-9743
Last Modified:	24 Oct 2022 10:07
URI:	https://orca.cardiff.ac.uk/id/eprint/43182

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