Book Details


Sublinear Computation Paradigm : Algorithmic Revolution in the Big Data Era

Publication year: 2022

ISBN: 978-981-16-4095-7

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This book gives an overview of cutting-edge work on a new paradigm called the "sublinear computation paradigm," which was proposed in the large multiyear academic research project "Foundations of Innovative Algorithms for Big Data." That project ran from October 2014 to March 2020, in Japan. To handle the unprecedented explosion of big data sets in research, industry, and other areas of society, there is an urgent need to develop novel methods and approaches for big data analysis. To meet this need, innovative changes in algorithm theory for big data are being pursued.

Subject: Computer Science, Algorithm Analysis and Problem Complexity, Algorithms, Sublinear Algorithms, Polynomial time algorithms, Constant-Time Algorithms, Sublinear Computation Paradigm