Challenges in Scientific Data Management : What's New in Scientific Data to DBMS: Challenges, Features, and Optimizations

Language: English

Published by LAP LAMBERT Academic Publishing, 2012

3659256862 / 9783659256868

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nach der Bestellung gedruckt Neuware - Printed after ordering - The growth of scientific information and the increasing automation of data collection have made databases integral to many scientific disciplines including life sciences, physics, meteorology, and chemistry. These sciences pose new data management challenges to current DBMSs. This book addresses three key challenges in scientific data management: (1) Annotation Management: Annotations are important metadata that go hand-in-hand with scientific data. However, a major challenge is how to manage large volumes of annotations along with their corresponding data items. (2) Complex Dependencies Involving Real-world Activities: The processing of scientific data is complex and may involve sequences of activities external to the database system, e.g., wet-lab experiments, and manual measurements. The challenge is how to efficiently integrate these activities within the database engine. And (3) Fast Access to Scientific Data: Scientific experiments produce large volumes of data of complex types, e.g., arrays, images, and long sequences. A major challenge is how to provide fast access to these large pools of scientific data with non-traditional data types.

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Title
Challenges in Scientific Data Management : What's New in Scientific Data to DBMS: Challenges, Features, and Optimizations
Author
Mohamed Eltabakh
Publisher
LAP LAMBERT Academic Publishing
Publication year
2012
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3659256862
ISBN 13
9783659256868
Item weight
286 grams
Dimensions
220x150x12 mm

AHA-BUCH GmbH

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