Workflow-based Services: Infrastructure for Scientific Applications

Workflow-based Services: Infrastructure for Scientific Applications

von Thomas Heinis
Taschenbuch - 9783838116082
69,90 €
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Beschreibung

The way scientists work in traditional sciences has changed dramatically in recent years. Computer science is increasingly supporting them in performing and analyzing their experiments. Today, obtaining the raw data from instruments is merely the first step. No longer is the data analyzed on paper or with simple computational tools. Instead, massive amounts of data obtained raw from instruments are processed in complex and long-running computational pipelines. This trend of supporting traditional sciences with computational tools has lead to a significant speedup in executing experiments and has also enabled experiments which would not have been possible before. Scientists increasingly depend on adequate infrastructure to process experiment data using computational pipelines and to manage the plethora of data used and produced by them. Such computational pipelines are typically modeled as workflows and so this trend consequently challenges the current infrastructure for executing workflows as well as the infrastructure to manage the resulting data deluge. This book addresses challenges arising from this trend in the areas of scientific workflow execution and data management.

Details

Verlag Südwestdeutscher Verlag für Hochschulschriften AG Co. KG
Ersterscheinung Oktober 2015
Maße 220 mm x 150 mm x 9 mm
Gewicht 243 Gramm
Format Taschenbuch
ISBN-13 9783838116082
Auflage Nicht bekannt
Seiten 152

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