Sublinear Algorithms for Big Data Applications

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The brief focuses on applying sublinear algorithms to manage critical big data challenges. The text offers an essential introduction to sublinear algorithms, explaining why they are vital to large scale data systems. It also demonstrates how to apply sublinear algorithms to three familiar big data applications: wireless sensor networks, big data processing in Map Reduce and smart grids. These appl...
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The brief focuses on applying sublinear algorithms to manage critical big data challenges. The text offers an essential introduction to sublinear algorithms, explaining why they are vital to large scale data systems. It also demonstrates how to apply sublinear algorithms to three familiar big data applications: wireless sensor networks, big data processing in Map Reduce and smart grids. These appl...
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  • Formats: pdf
  • ISBN: 9783319204482
  • Publication Date: 16 Jul 2015
  • Publisher: Springer International Publishing
  • Product language: English
  • Drm Setting: DRM