Katoh, Naoki

Sublinear Computation Paradigm: Algorithmic Revolution in the Big Data Era

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ISBN 13:: 9789811640971
author:: Katoh, Naoki
format:: Paperback
publisher:: Springer
language:: English
Publication Year:: 2021
Pages:: 410
Dimensions:: 23.4 x 15.6 x 2.2 centimetres (0
Genre:: Computers, Programming, Algorithms,
Condition:: New
Availability:: Item usually sent within 20 working days

£47.36

Current Stock: 5

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Description

Description

This open access book presents a new paradigm for computing called the "sublinear computation paradigm," which was developed as part of a large research project. It aims to address the challenges posed by big data sets, providing novel methods and approaches for analysis.

The sublinear computation paradigm is proposed to support innovation in the big data era, offering solutions to computational and algorithmic bottlenecks encountered with quadratic-time algorithms on large datasets. The book provides a comprehensive overview of this new approach, covering its foundations, applications, and results.

Divided into five parts, the book covers key aspects of sublinear computation, including algorithms, data structures, and modelling techniques for big data analysis. It is an important resource for researchers and practitioners working in computer science, programming, and information technology.

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