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Titlebook: Scientific Workflows; Programming, Optimiz Jun Qin,Thomas Fahringer Book 2012 Springer-Verlag Berlin Heidelberg 2012 UML.cloud computing.di

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发表于 2025-3-21 18:54:03 | 显示全部楼层 |阅读模式
书目名称Scientific Workflows
副标题Programming, Optimiz
编辑Jun Qin,Thomas Fahringer
视频video
概述Discusses various programming issues and models for distributed computing systems.Specifies scientific workflows at a high level of abstraction.Illustrates HPF (High-Performance Fortran)-inspired data
图书封面Titlebook: Scientific Workflows; Programming, Optimiz Jun Qin,Thomas Fahringer Book 2012 Springer-Verlag Berlin Heidelberg 2012 UML.cloud computing.di
描述.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 fiv
出版日期Book 2012
关键词UML; cloud computing; distributed systems; grid computing; ontologies; process modeling; scientific workfl
版次1
doihttps://doi.org/10.1007/978-3-642-30715-7
isbn_softcover978-3-642-43679-6
isbn_ebook978-3-642-30715-7
copyrightSpringer-Verlag Berlin Heidelberg 2012
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ConclusionsIn this book, we have identified and addressed several research challenges in scientific workflow programming, optimization, and synthesis. This chapter concludes this book by highlighting the major contributions and outlining potential future research directions.
发表于 2025-3-22 00:39:56 | 显示全部楼层
Jun Qin,Thomas FahringerDiscusses various programming issues and models for distributed computing systems.Specifies scientific workflows at a high level of abstraction.Illustrates HPF (High-Performance Fortran)-inspired data
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978-3-642-43679-6Springer-Verlag Berlin Heidelberg 2012
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Collection-Oriented Data Flow Support for Scientific Workflowsd independently distributing multiple collections, not necessarily with the same number of elements, onto parallel loop iterations. Our solution reduces data duplication, optimizes data transfers, and simplifies the effort to port scientific workflow applications onto distributed systems. These conc
发表于 2025-3-23 08:26:00 | 显示全部楼层
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