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Indexing Techniques for Advanced Database Systems »

Book cover image of Indexing Techniques for Advanced Database Systems by Elisa Bertino

Authors: Elisa Bertino, Ron Sacks-Davis, Ooi Beng Chin
ISBN-13: 9780792399858, ISBN-10: 0792399854
Format: Hardcover
Publisher: Springer-Verlag New York, LLC
Date Published: August 1997
Edition: (Non-applicable)

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Author Biography: Elisa Bertino

Book Synopsis

Recent years have seen an explosive growth in the use of new database applications such as CAD/CAM systems, spatial information systems, and multimedia information systems. The needs of these applications are far more complex than traditional business applications. They call for support of objects with complex data types, such as images and spatial objects, and for support of objects with wildly varying numbers of index terms, such as documents. Traditional indexing techniques such as the B-tree and its variants do not efficiently support these applications, and so new indexing mechanisms have been developed. As a result of the demand for database support for new applications, there has been a proliferation of new indexing techniques.
The need for a book addressing indexing problems in advanced applications is evident. For practitioners and database and application developers, this book explains best practice, guiding the selection of appropriate indexes for each application. For researchers, this book provides a foundation for the development of new and more robust indexes. For newcomers, this book is an overview of the wide range of advanced indexing techniques.
Indexing Techniques for Advanced Database Systems is suitable as a secondary text for a graduate level course on indexing techniques, and as a reference for researchers and practitioners in industry.

Booknews

Overviews the range of advanced indexing techniques, explains how to select appropriate indexes for different applications, and provides a foundation for development of new and more robust indexes. Five chapters discuss indexing problems and techniques for object-oriented, spatial, image, temporal, and text databases. A final chapter discusses indexing problems in emerging applications. Suitable as a secondary text for a graduate level course on indexing techniques, and as a reference for researchers and practitioners in industry. Annotation c. by Book News, Inc., Portland, Or.

Table of Contents

Preface
1Object-oriented Databases1
1.1Object-oriented data model and query language3
1.2Index organizations for aggregation graphs7
1.3Index organizations for inheritance hierarchies20
1.4Integrated organizations29
1.5Caching and pointer swizzling36
2Spatial Databases39
2.1Query processing using approximations40
2.2A taxonomy of spatial indexes42
2.3Binary-tree based indexing techniques46
2.4B-tree based indexing techniques56
2.5Cell methods based on dynamic hashing64
2.6Spatial objects ordering70
2.7Comparative evaluation71
3Image Databases77
3.1Image database systems78
3.2Indexing issues and basic mechanisms80
3.3A taxonomy on image indexes84
3.4Color-spatial hierarchical indexes91
3.5Signature-based color-spatial retrieval105
4Temporal Databases113
4.1Temporal databases114
4.2Temporal queries119
4.3Temporal indexes121
4.4Experimental study142
5Text Databases151
5.1Querying text databases152
5.2Indexing157
5.3Query evaluation169
5.4Refinements to text databases175
6Emerging Applications185
6.1Indexing techniques for parallel and distributed databases186
6.2Indexing issues in mobile computing194
6.3Indexing techniques for data warehousing systems203
6.4Indexing techniques for the Web210
6.5Indexing techniques for constraint databases214
References225
Index247

Subjects