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You're reading from  The Self-Taught Cloud Computing Engineer

Product typeBook
Published inSep 2023
PublisherPackt
ISBN-139781805123705
Edition1st Edition
Concepts
Cloud Computing
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Author (1)
Dr. Logan Song
Dr. Logan Song
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Dr. Logan Song

Dr. Logan Song is the enterprise cloud director and chief cloud architect at Dito. With 25+ years of professional experience, Dr. Song is highly skilled in enterprise information technologies, specializing in cloud computing and machine learning. He is a Google Cloud-certified professional solution architect and machine learning engineer, an AWS-certified professional solution architect and machine learning specialist, and a Microsoft-certified Azure solution architect expert. Dr. Song holds a Ph.D. in industrial engineering, an MS in computer science, and an ME in management engineering. Currently, he is also an adjunct professor at the University of Texas at Dallas, teaching cloud computing and machine learning courses.
Read more about Dr. Logan Song

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Amazon EMR

Amazon EMR is a platform for leveraging many big data tools for data processing. We will start by looking at the concepts of MapReduce and Hadoop.

MapReduce and Hadoop

MapReduce and Hadoop are two related concepts in the field of distributed computing and big data processing.

The idea of MapReduce is “divide and conquer”: decompose a big dataset into smaller ones to be processed in parallel on distributed computers. It was originally developed by Google for its search engine to handle the massive amounts of data generated by web crawling. The MapReduce programming model involves two functions: a map function that divides and processes in parallel the datasets and a map function that aggregates the map outputs.

Hadoop is an open source software framework that implements the MapReduce model. Hadoop consists of two core components: Hadoop Distributed File System (HDFS) and MapReduce. HDFS is a distributed filesystem that can rapidly transfer data between...

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The Self-Taught Cloud Computing Engineer
Published in: Sep 2023Publisher: PacktISBN-13: 9781805123705
© 2023 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Dr. Logan Song

Dr. Logan Song is the enterprise cloud director and chief cloud architect at Dito. With 25+ years of professional experience, Dr. Song is highly skilled in enterprise information technologies, specializing in cloud computing and machine learning. He is a Google Cloud-certified professional solution architect and machine learning engineer, an AWS-certified professional solution architect and machine learning specialist, and a Microsoft-certified Azure solution architect expert. Dr. Song holds a Ph.D. in industrial engineering, an MS in computer science, and an ME in management engineering. Currently, he is also an adjunct professor at the University of Texas at Dallas, teaching cloud computing and machine learning courses.
Read more about Dr. Logan Song

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