Advanced Data Structures: Theory and Applications
Autor Suman Saha, Shailendra Shuklaen Limba Engleză Hardback – 25 iun 2019
The book offers comprehensive coverage of the most essential topics, including:
- Part I details advancements on basic data structures, viz., cuckoo hashing, skip list, tango tree and Fibonacci heaps and index files.
- Part II details data structures of different evolving data domains like special data structures, temporal data structures, external memory data structures, distributed and streaming data structures.
- Part III elucidates the applications of these data structures on different areas of computer science viz, network, www, DBMS, cryptography, graphics to name a few. The concepts and techniques behind each data structure and their applications have been explained.
- Every chapter includes a variety of Illustrative Problems pertaining to the data structure(s) detailed, a summary of the technical content of the chapter and a list of Review Questions, to reinforce the comprehension of the concepts.
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Specificații
ISBN-13: 9781138592605
ISBN-10: 1138592609
Pagini: 260
Ilustrații: 48
Dimensiuni: 156 x 234 x 20 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
ISBN-10: 1138592609
Pagini: 260
Ilustrații: 48
Dimensiuni: 156 x 234 x 20 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția Chapman and Hall/CRC
Cuprins
I Part One: Theoretical Advancements. Introduction. O(1) Search by Hashing. O(log(n)) ordered search (Trees & Lists). Find set, find min & find word. II Part Two: Evolving Paradigms. Evolving paradigms of data structures. Spatial Data Structures. Temporal Data Structures. External Memory Data Structures. Distributed Data Structure. Synopsis Data Structures. III Part Three: Recent Applications. Introduction to applications. Application to Cryptography. Application to IR and WWW. Application to Data science. Application to Network and IOT. Application to System. Application to Database. Application to Image and Graphics. IV Bibliography and Index. Bibliography. First index. Second index.
Descriere
The aim of this book is to give basic as well advance understanding of data structure to undergraduate and graduate students. The design of the book is simple. Part I consist of chapters covering the basics of data structure. Part-II covers highly advanced data structure. While part-III covers the applications.