Scientific Workflows: Programming, Optimization, and Synthesis with ASKALON and AWDL 2012th Edition

Scientific Workflows: Programming, Optimization, and Synthesis with ASKALON and AWDL 2012th Edition book cover

Scientific Workflows: Programming, Optimization, and Synthesis with ASKALON and AWDL 2012th Edition

Author(s): Jun Qin (Author), Thomas Fahringer (Author)

  • Publisher: Springer
  • Publication Date: September 20, 2014
  • Edition: 2012th
  • Language: English
  • Print length: 244 pages
  • ISBN-10: 364243679X
  • ISBN-13: 9783642436796

Book Description

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.

Editorial Reviews

Review

From the reviews:

“The research monography introduces the abstract workflow description language, shortly AWDL … . The research community involved in workflow technologies will find in this book an excellent overview of the current state of the art the field … . Scientists from various research fields will find in the book several well described examples of scientific workflows to be followed. … the book can be used as a guide for AWDL in practical lessons about workflow technologies at undergraduate or graduate studies in distributed computing.” (Dana Petcu, Zentralblatt MATH, Vol. 1252, 2012)

From the Back Cover

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.

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未经允许不得转载:Wow! eBook » Scientific Workflows: Programming, Optimization, and Synthesis with ASKALON and AWDL 2012th Edition

Scientific Workflows: Programming, Optimization, and Synthesis with ASKALON and AWDL 2012th Edition

Scientific Workflows: Programming, Optimization, and Synthesis with ASKALON and AWDL 2012th Edition book cover

Scientific Workflows: Programming, Optimization, and Synthesis with ASKALON and AWDL 2012th Edition

Author(s): Jun Qin (Author), Thomas Fahringer (Author)

  • Publisher: Springer
  • Publication Date: August 15, 2012
  • Edition: 2012th
  • Language: English
  • Print length: 244 pages
  • ISBN-10: 3642307140
  • ISBN-13: 9783642307140

Book Description

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.

Editorial Reviews

Review

From the reviews:

“The research monography introduces the abstract workflow description language, shortly AWDL … . The research community involved in workflow technologies will find in this book an excellent overview of the current state of the art the field … . Scientists from various research fields will find in the book several well described examples of scientific workflows to be followed. … the book can be used as a guide for AWDL in practical lessons about workflow technologies at undergraduate or graduate studies in distributed computing.” (Dana Petcu, Zentralblatt MATH, Vol. 1252, 2012)

From the Back Cover

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.

View on Amazon

电子书代发PDF格式价格30我要求助
未经允许不得转载:Wow! eBook » Scientific Workflows: Programming, Optimization, and Synthesis with ASKALON and AWDL 2012th Edition