Sublinear Algorithms for Big Data Applications


Книга Sublinear Algorithms for Big Data ApplicationsАвтор:  Dan Wang, Zhu Han 
Издательство: Springer

Год: August 20, 2015
Страниц: 85
Язык: английский
Формат:
ISBN: 3319204475

 
Аннотация:

 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 applications present common experiences, bridging the theoretical advances of sublinear algorithms and the application domain. Sublinear Algorithms for Big Data Applications is suitable for researchers, engineers and graduate students in the computer science, communications and signal processing communities.

 

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