Scientific Workflows Programming, Optimization, and Synthesis with ASKALON and AWDL /

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, sophisticate...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Qin, Jun (Autor), Fahringer, Thomas (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
Edición:1st ed. 2012.
Temas:
Application software.
Computers, Special purpose.
Computer networks .
Artificial intelligence.
Computer and Information Systems Applications.
Special Purpose and Application-Based Systems.
Computer Communication Networks.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Part I Overview
  • Introduction
  • Prerequisites
  • Part II Programming
  • Abstract Workflow Description Language (AWDL)
  • Workflow Modularization
  • UML Based Scientific Workflow Modeling
  • Part III Optimization
  • Collection Oriented Data Flow Support for Scientific Workflows
  • Part IV Synthesis
  • Semantic-Based Scientific Workflow Composition
  • Automatic Scientific Workflow Composition
  • Part V Related Work
  • Related Work
  • Part VI Conclusions
  • Conclusions
  • Part VII Appendices
  • Acronyms
  • Symbols.

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