Scientific Workflows PDF
By:Jun Qin,Thomas Fahringer
Published on 2012-08-15 by Springer Science & Business Media
Creating scientific workflow applications is a very challenging task due to the complexity of the distributed computing environments involved, the complex control and data flow requirements of scientific applications, and the lack of high-level languages and tools support. Particularly, sophisticated expertise in distributed computing is commonly required to determine the software entities to perform computations of workflow tasks, the computers on which workflow tasks are to be executed, the actual execution order of workflow tasks, and the data transfer between them. Qin and Fahringer present a novel workflow language called Abstract Workflow Description Language (AWDL) and the corresponding standards-based, knowledge-enabled tool support, which simplifies the development of scientific workflow applications. AWDL is an XML-based language for describing scientific workflow applications at a high level of abstraction. It is designed in a way that allows users to concentrate on specifying such workflow applications without dealing with either the complexity of distributed computing environments or any specific implementation technology. This research monograph is organized into five parts: overview, programming, optimization, synthesis, and conclusion, and is complemented by an appendix and an extensive reference list. The topics covered in this book will be of interest to both computer science researchers (e.g. in distributed programming, grid computing, or large-scale scientific applications) and domain scientists who need to apply workflow technologies in their work, as well as engineers who want to develop distributed and high-throughput workflow applications, languages and tools.
This Book was ranked at 28 by Google Books for keyword Computers Technology Programming Languages novel.
Book ID of Scientific Workflows's Books is H_5oAnyf8KYC, Book which was written byJun Qin,Thomas Fahringerhave ETAG "N9bH0vSKfnM"
Book which was published by Springer Science & Business Media since 2012-08-15 have ISBNs, ISBN 13 Code is 9783642307157 and ISBN 10 Code is 3642307159
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Book which have "222 Pages" is Printed at BOOK under CategoryComputers
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