Sublinear Algorithms for Big Data Applications

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ISBN-13:
9783319204475
Einband:
Book
Erscheinungsdatum:
20.08.2015
Seiten:
85
Autor:
Dan Wang
Gewicht:
166 g
Format:
235x155x5 mm
Serie:
SpringerBriefs in Computer Science
Sprache:
Englisch
Beschreibung:

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.
Introduction.- Basics for Sublinear Algorithms.- Applications for Wireless Sensor Networks.- Applications for Big Data Processing.- Applications for a Smart Grid.- Concluding Remarks.