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You're reading from  Simplify Big Data Analytics with Amazon EMR

Product typeBook
Published inMar 2022
PublisherPackt
ISBN-139781801071079
Edition1st Edition
Tools
AWS
Concepts
Big Data
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Author (1)
Sakti Mishra
Sakti Mishra
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Sakti Mishra

Sakti Mishra is an engineer, architect, author, and technology leader with over 16 years of experience in the IT industry. He is currently working as a senior data lab architect at Amazon Web Services (AWS). He is passionate about technologies and has expertise in big data, analytics, machine learning, artificial intelligence, graph networks, web/mobile applications, and cloud technologies such as AWS and Google Cloud Platform. Sakti has a bachelor’s degree in engineering and a master’s degree in business administration. He holds several certifications in Hadoop, Spark, AWS, and Google Cloud. He is also an author of multiple technology blogs, workshops, white papers and is a public speaker who represents AWS in various domains and events.
Read more about Sakti Mishra

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EMR deployment options

As Amazon EMR is built on top of the open source Hadoop ecosystem, it tries to stay up to date with the open source stable releases, which includes new features and bug fixes.

Amazon EMR on Amazon EC2

Amazon EMR on Amazon EC2 is the first deployment option EMR offered and is very popular across different use cases. With EC2, you get the broadest range of instance types, which you can select depending on your workload and use case to get the best performance and cost benefits.

The following is a sample AWS CLI command that creates an Amazon EMR cluster with the emr-6.3.0 release label, five m5.xlarge instances, and a Spark application:

$ aws emr create-cluster \
--name "First EMR on EC2 Cluster" \
--release-label emr-6.3.0 \
--applications Name=Spark \
--ec2-attributes KeyName=<myKeyPairName> \
--instance-type m5.xlarge \
--instance-count 5 \
--use-default-roles

Before executing the preceding command, please replace the <myKeyPairName...

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Simplify Big Data Analytics with Amazon EMR
Published in: Mar 2022Publisher: PacktISBN-13: 9781801071079
© 2022 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Sakti Mishra

Sakti Mishra is an engineer, architect, author, and technology leader with over 16 years of experience in the IT industry. He is currently working as a senior data lab architect at Amazon Web Services (AWS). He is passionate about technologies and has expertise in big data, analytics, machine learning, artificial intelligence, graph networks, web/mobile applications, and cloud technologies such as AWS and Google Cloud Platform. Sakti has a bachelor’s degree in engineering and a master’s degree in business administration. He holds several certifications in Hadoop, Spark, AWS, and Google Cloud. He is also an author of multiple technology blogs, workshops, white papers and is a public speaker who represents AWS in various domains and events.
Read more about Sakti Mishra

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