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Workflows for e-Science

Scientific Workflows for Grids

Editors: Taylor, I.J., Deelman, E., Gannon, D.B., Shields, M. (Eds.)

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About this book

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 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.

About the authors

Dr. Ian Taylor has been a Lecturer at Cardiff University's School of Computer Science since 2002. He concurrently holds an adjunct Assistant Professorship at the Center for Computation & Technology at Louisiana State University and regularly offers consultations in the USA. He has a Ph.D. in Physics and Music and is the co-ordinator of Triana activities at Cardiff (http://www.trianacode.org). Through this he has been active in many major projects including GridLab, CoreGrid and GridOneD. His research interests include distributed techniques and workflow for Grid and P2P computing, which take in applications ranging from astrophysics and healthcare to distributed audio.

Ian has previously written a professional book for Springer on P2P, Web Services and Grids, and has published over 50 scientific papers. He has also co-edited a special edition for Journal of Grid Computing on Scientific Workflow.

Dr. Matthew Shields has been a research associate at Cardiff University, jointly in the Schools of Computer Science,
Physics and Astronomy, since 2001. He gained his Ph.D. in Computer Science from Cardiff University in the area of
problem solving environments. Dr Shields is one of two lead developers for the Triana project and has been responsible
for helping broaden its adoption within new application domains including biodiversity. His interests include problem
solving environments, workflow, component and service based computing, Grid and high-performance computing.

Ewa Deelman is an 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. Dr. Deelman's research interests include the design and exploration of collaborative scientific environments based on Grid technologies, with particular emphasis on workflow management as well as the management of large amounts of data and metadata. At ISI, Dr. Deelman is leading the Pegasus project, which designs and implements workflow mapping techniques for large-scale workflows running in distributed environments. Pegasus is being used day-to-day by scientists in a variety of disciplines including astronomy, gravitational-wave physics, earthquake science and many others. Prior to joining ISI in 2000, she was a Senior Software Developer at UCLA conducting research in the area of performance prediction of large-scale applications on high performance machines.

Dr. Deelman received her PhD from Rensselaer Polytechnic Institute in Computer Science in 1997 in the area of parallel discrete event simulation. Dr. Deelman is an Associate Editor responsible for Grid Computing for the Scientific Programming Journal and a chair of the GGF Workflow Management Research Group.

Dennis Gannon, Department of Computer Science, Lindley Hall, Indiana University, Bloomington, IN 47401 (gannon@cs.indiana.edu) Dr. 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. He received his Ph.D. in Computer Science from the University of Illinois in 1980 and his Ph.D. in Mathematics from the University of California in 1974. From 1980 to 1985, he was on the faculty at Purdue University. From 1997-2004 he was Chairman of the Indiana Computer Science Department. His research interests include software tools for high performance parallel and distributed systems and problem solving environments for scientific computation.

Table of contents (9 chapters)

  • Scientific versus Business Workflows

    Roger Barga, Dennis Gannon

    Pages 9-16

  • A Case Study on the Use of Workflow Technologies for Scientific Analysis: Gravitational Wave Data Analysis

    Duncan A. Brown, Patrick R. Brady, Alexander Dietz, et al.

    Pages 39-59

  • Ecological Niche Modeling Using the Kepler Workflow System

    Deana D. Pennington, Dan Higgins, A. Townsend Peterson, et al.

    Pages 91-108

  • Dynamic, Adaptive Workflows for Mesoscale Meteorology

    Dennis Gannon, Beth Plale, Suresh Marru, Gopi Kandaswamy, Yogesh Simmhan, Satoshi Shirasuna

    Pages 126-142

  • SCEC CyberShake Workflows—Automating Probabilistic Seismic Hazard Analysis Calculations

    Philip Maechling, Ewa Deelman, Li Zhao, Robert Graves, Gaurang Mehta, Nitin Gupta, John Mehringer, Carl Kesselman, Scott Callaghan, David Okaya, Hunter Francoeur, Vipin Gupta, Yifeng Cui, Karan Vahi, Thomas Jordan, Edward Field

    Pages 143-163

Buy this book

eBook $129.00
price for USA
  • ISBN 978-1-84628-757-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Download immediately after purchase
Hardcover $169.00
price for USA
  • ISBN 978-1-84628-519-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $169.00
price for USA
  • ISBN 978-1-84996-619-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Workflows for e-Science
Book Subtitle
Scientific Workflows for Grids
Editors
  • Ian J. Taylor
  • Ewa Deelman
  • Dennis B. Gannon
  • Matthew Shields
Copyright
2007
Publisher
Springer-Verlag London
Copyright Holder
Springer-Verlag London
eBook ISBN
978-1-84628-757-2
DOI
10.1007/978-1-84628-757-2
Hardcover ISBN
978-1-84628-519-6
Softcover ISBN
978-1-84996-619-1
Edition Number
1
Number of Pages
XXII, 526
Topics