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Sublinear Computation Paradigm: Algorithmic Revolution in the Big Data Era

By Naoki Katoh (Editor), Yuya Higashikawa (Editor), Hiro Ito (Editor), Atsuki Nagao (Editor), Tetsuo Shibuya (Editor), Adnan Sljoka (Editor), Kazuyuki Tanaka (Editor), Yushi Uno (Editor)
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$49.99
By Naoki Katoh (Editor), Yuya Higashikawa (Editor), Hiro Ito (Editor), Atsuki Nagao (Editor), Tetsuo Shibuya (Editor), Adnan Sljoka (Editor), Kazuyuki Tanaka (Editor), Yushi Uno (Editor)
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This open access 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 analysi...

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ComputersComputers - General & MiscellaneousGeneral & Miscellaneous Computing