Face Detection Using Hadoop Map-Reduce Framework

Provided by: Creative Commons
Topic: Big Data
Format: PDF
As multimedia contents on web are increasing at a large scale as compared to available memory and processor's speed for processing these large amount of data, it is necessary to manage data in such a way so that it gives low performance overhead. Distributed computing is one of the approaches for efficiently handling the big data. Hadoop is an open source framework that allows for the distributed processing of large data sets across clusters of computers using simple programming models. In this paper, face detection is taken as a case example for analyzing the performance of the Hadoop framework.

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