Compressed Data Structures for Strings: On Searching and Extracting Strings from Compressed Textual Data: 4 (Atlantis Studies in Computing) - Hardcover

Venturini, Rossano

 
9789462390324: Compressed Data Structures for Strings: On Searching and Extracting Strings from Compressed Textual Data: 4 (Atlantis Studies in Computing)

Inhaltsangabe

Data compression is mandatory to manage massive datasets, indexing is fundamental to query them. However, their goals appear as counterposed: the former aims at minimizing data redundancies, whereas the latter augments the dataset with auxiliary information to speed up the query resolution. In this monograph we introduce solutions that overcome this dichotomy. We start by presenting the use of optimization techniques to improve the compression of classical data compression algorithms, then we move to the design of compressed data structures providing fast random access or efficient pattern matching queries on the compressed dataset. These theoretical studies are supported by experimental evidences of their impact in practical scenarios.

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Reseña del editor

Data compression is mandatory to manage massive datasets, indexing is fundamental to query them. However, their goals appear as counterposed: the former aims at minimizing data redundancies, whereas the latter augments the dataset with auxiliary information to speed up the query resolution. In this monograph we introduce solutions that overcome this dichotomy. We start by presenting the use of optimization techniques to improve the compression of classical data compression algorithms, then we move to the design of compressed data structures providing fast random access or efficient pattern matching queries on the compressed dataset. These theoretical studies are supported by experimental evidences of their impact in practical scenarios.

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Weitere beliebte Ausgaben desselben Titels

9789462390348: Compressed Data Structures for Strings: On Searching and Extracting Strings from Compressed Textual Data

Vorgestellte Ausgabe

ISBN 10:  9462390347 ISBN 13:  9789462390348
Verlag: Atlantis Press, 2013
Softcover