Workflows for e-Science: Scientific Workflows for Grids / Edition 1

Workflows for e-Science: Scientific Workflows for Grids / Edition 1

5.0 1
by Ian J. Taylor
     
 

ISBN-10: 1846285194

ISBN-13: 9781846285196

Pub. Date: 12/29/2006

Publisher: Springer London

Scientific Workflow has seen massive growth in recent years as science becomes increasingly reliant on the analysis of massive data sets and the use of distributed resources. The workflow programming paradigm is seen as a means of managing the complexity in defining the analysis, executing the necessary computations on distributed resources, collecting information

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Overview

Scientific Workflow has seen massive growth in recent years as science becomes increasingly reliant on the analysis of massive data sets and the use of distributed resources. The workflow programming paradigm is seen as a means of managing the complexity in defining the analysis, executing the necessary computations on distributed resources, collecting information about the analysis results, and providing means to record and reproduce the scientific analysis.

Workflows for e-Science presents an overview of the current state of the art in the field. It brings together research from many of leading computer scientists in the workflow area and provides real world examples from domain scientists actively involved in e-Science. The computer science topics addressed in the book provide a broad overview of active research focusing on the areas of workflow representations and process models, component and service-based workflows, standardization efforts, workflow frameworks and tools, and problem solving environments and portals.

The topics covered represent a broad range of scientific workflow and will be of interest to a wide range of computer science researchers, domain scientists interested in applying workflow technologies in their work, and engineers wanting to develop workflow systems and tools. As such Workflows for e-Science is an invaluable resource for potential or existing users of workflow technologies and a benchmark for developers and researchers.

Ian Taylor is Lecturer in Computer Science at Cardiff University, and coordinator of Triana activities at Cardiff. He is the author of "From P2P to Web Services and Grids", also published by Springer.

Ewa Deelman is a Research Assistant Professor at the USC Computer Science Department and a Research Team Leader at the Center for Grid Technologies at the USC Information Sciences Institute.

Dennis Gannon is a professor of Computer Science in the School of Informatics at Indiana University. He is also Science Director for the Indiana Pervasive Technology Labs..

Dr Shields is a research associate at Cardiff and one of two lead developers for the Triana project.

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Product Details

ISBN-13:
9781846285196
Publisher:
Springer London
Publication date:
12/29/2006
Edition description:
2007
Pages:
526
Product dimensions:
6.69(w) x 9.61(h) x 0.05(d)

Table of Contents

From the contents

Introduction.- Scientific Versus Business Workflow.- Applications and User Perspectives.- Generating Complex Astronomy Workflows.- Workflows in Pulsar Astronomy.- Workflow and Biodiversity e-Science.- Ecological Niche Modeling Using the Kepler Workflow System.- Case Studies on the Use of Workflow Technologies for Scientific Analysis.- Dynamic Adaptive Workflows for Mesoscale Meteorology.- SCEC CyberShake Workflows.- Workflow Representations and Common Structure.- Control versus Data Driven Workflow.- Components Architectures and Services.- Petri Nets.- Adapting BPEL to Scientific Workflows.- Workflow Composition.- Virtual Data Language.- Frameworks and Tools.- Workflow Level Parametric Study Support by MOTEUR and the P_GRADE portal.- Taverna / myGrid.- The Triana Workflow Environment.- Java CoG Kit Workflow.- Workflow Management in Condor.- Pegasus.- ICENI.- Expressing Workflow in the Cactus Framework.- Sedna.- ASKALON.- Future Requirements.- Looking into the Future of Workflows.

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