Download PDF by Zhu Han,Mingyi Hong,Dan Wang: Signal Processing and Networking for Big Data Applications

By Zhu Han,Mingyi Hong,Dan Wang

This targeted textual content is helping make experience of huge info in engineering functions utilizing instruments and methods from sign processing. It offers basic sign processing theories and software program implementations, stories present study traits and demanding situations, and describes the options used for research, layout and optimization. Readers will know about key theoretical matters equivalent to information modelling and illustration, scalable and low-complexity info processing and optimization, tensor and sublinear algorithms, and deep studying and software program structure, and their program to quite a lot of engineering situations. functions mentioned intimately contain instant networking, clever grid platforms, and sensor networks and cloud computing. this can be the correct textual content for researchers and working towards engineers desirous to remedy sensible difficulties related to quite a lot of facts, and for college kids seeking to take hold of the basics of huge info analytics.

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Signal Processing and Networking for Big Data Applications by Zhu Han,Mingyi Hong,Dan Wang

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