Sublinear Algorithms for Big Data Applications

• Main Authors: Wang, Dan (Author), Han, Zhu (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Series: SpringerBriefs in Computer Science,
• Subjects: Computer science.; Computer communication systems.; Database management.; Electrical engineering.; Computer Science.; Database Management.; Computer Communication Networks.; Communications Engineering, Networks.

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 a...

Table of Contents:

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