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049 _aMAIN
100 1 _aSingh, Amarkant
_c(Software developer)
_91036541
245 1 0 _aLearning Big Data with Amazon Elastic MapReduce.
260 _bPackt Publishing,
_c2014.
300 _a1 online resource
336 _atext
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337 _acomputer
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338 _aonline resource
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347 _atext file
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588 0 _aPrint version record.
520 _aAmazon Elastic MapReduce is a web service used to process and store vast amount of data, and it is one of the largest Hadoop operators in the world. With the increase in the amount of data generated and collected by many businesses and the arrival of cost-effective cloud-based solutions for distributed computing, the feasibility to crunch large amounts of data to get deep insights within a short span of time has increased greatly. This book will get you started with AWS so that you can quickly create your own account and explore the services provided, many of which you might be delighted to use. This book covers the architectural details of the MapReduce framework, Apache Hadoop, various job models on EMR, how to manage clusters on EMR, and the command-line tools available with EMR. Each chapter builds on the knowledge of the previous one, leading to the final chapter where you will learn about solving a real-world use case using Apache Hadoop and EMR. This book will, therefore, get you up and running with major Big Data technologies quickly and efficiently.
505 0 _aCover; Copyright; Credits; About the Authors; Acknowledgments; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Amazon Web Services; What is Amazon Web Services?; Structure and Design; Regions; Availability Zones; Services provided by AWS; Compute; Amazon EC2; Auto Scaling; Elastic Load Balancing; Amazon Workspaces; Storage; Amazon S3; Amazon EBS; Amazon Glacier; AWS Storage Gateway; AWS Import/Export; Databases; Amazon RDS; Amazon DynamoDB; Amazon Redshift; Amazon ElastiCache; Networking and CDN; Amazon VPC; Amazon Route 53; Amazon CloudFront; AWS Direct Connect
505 8 _aAnalyticsAmazon EMR; Amazon Kinesis; AWS Data Pipeline; Application services; Amazon CloudSearch (Beta); Amazon SQS; Amazon SNS; Amazon SES; Amazon AppStream; Amazon Elastic Transcoder; Amazon SWF; Deployment and Management; AWS Identity and Access Management; Amazon CloudWatch; AWS Elastic Beanstalk; AWS CloudFormation; AWS OpsWorks; AWS CloudHSM; AWS CloudTrail; AWS Pricing; Creating an account on AWS; Step 1 -- Creating an Amazon.com account; Step 2 -- Providing a payment method; Step 3 -- Identity verification by telephone; Step 4 -- Selecting the AWS support plan
505 8 _aLaunching the AWS management consoleGetting started with Amazon EC2; How to start a machine on AWS?; Step 1 -- Choosing an Amazon Machine Image; Step 2 -- Choosing an instance type; Step 3 -- Configuring instance details; Step 4 -- Adding storage; Step 5 -- Tagging your instance; Step 6 -- Configuring a security group; Communicating with the launched instance; EC2 instance types; General purpose; Memory optimized; Compute optimized; Getting started with Amazon S3; Creating a S3 bucket; Bucket naming; S3cmd; Summary; Chapter 2: MapReduce; The map function; The reduce function; Divide and conquer
505 8 _aWhat is MapReduce?The map reduce function models; The map function model; The reduce function model; Data life cycle in the MapReduce framework; Creation of input data splits; Record reader; Mapper; Combiner; Partitioner; Shuffle and sort; Reducer; Real-world examples and use cases of MapReduce; Social networks ; Media and entertainment; E-commerce and websites; Fraud detection and financial analytics; Search engines and ad networks; ETL and data analytics; Software distributions built on the MapReduce framework; Apache Hadoop; MapR; Cloudera distribution; Summary; Chapter 3: Apache Hadoop
505 8 _aWhat is Apache Hadoop?Hadoop modules; Hadoop Distributed File System; Major architectural goals of HDFS; Block replication and rack awareness; The HDFS architecture; NameNode; DataNode; Apache Hadoop MapReduce; Hadoop MapReduce 1.x; JobTracker; TaskTracker; Hadoop MapReduce 2.0; Hadoop YARN; Apache Hadoop as a platform; Apache Pig; Apache Hive; Summary; Chapter 4: Amazon EMR -- Hadoop on Amazon Web Services; What is AWS EMR?; Features of EMR; Accessing Amazon EMR features; Programming on AWS EMR; The EMR architecture; Types of nodes; EMR Job Flow and Steps; Job Steps; An EMR cluster
505 8 _aHadoop filesystem on EMR -- S3 and HDFS
590 _aeBooks on EBSCOhost
_bEBSCO eBook Subscription Academic Collection - Worldwide
630 0 0 _aMapReduce (Computer file)
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630 0 7 _aMapReduce (Computer file)
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650 0 _aBig data.
650 6 _aDonnées volumineuses.
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650 7 _aCOMPUTERS
_xComputer Literacy.
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650 7 _aCOMPUTERS
_xComputer Science.
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650 7 _aCOMPUTERS
_xData Processing.
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650 7 _aCOMPUTERS
_xHardware
_xGeneral.
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_938231
650 7 _aCOMPUTERS
_xInformation Technology.
_2bisacsh
_938228
650 7 _aCOMPUTERS
_xMachine Theory.
_2bisacsh
_938226
650 7 _aCOMPUTERS
_xReference.
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_938225
650 7 _aBig data.
_2fast
_0(OCoLC)fst01892965
655 0 _aElectronic books.
655 4 _aElectronic books.
776 0 8 _iPrint version:
_nDruck-Ausgabe
_tSingh, Amarkant. Learning Big Data with Amazon Elastic MapReduce
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