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Sublinear Algorithms for Big Data Applications

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Sublinear Algorithms for Big Data Applications - Wang, Dan, and Han, Zhu, Professor
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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 applications present common experiences, bridging the theoretical advances of sublinear algorithms and the application domain. ...

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Sublinear Algorithms for Big Data Applications 2015, Springer, Cham

ISBN-13: 9783319204475

2015 edition

Trade paperback