AWS Big Data Blog

Category: Amazon EMR*

Using Amazon EMR and Hunk for Rapid Response Log Analysis and Review

Patrick Shumate is a Solutions Architect for AWS. Introduction It is fairly common to collect access and application logs but never interactively review them. Monitoring dashboards, coupled with well-instrumented applications, allow operators to manage day-to-day operations without ever digging into the flood of logs silently stored in Amazon S3. That works until the monitoring dashboard […]

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Using IPython Notebook to Analyze Data with Amazon EMR

Manjeet Chayel is a Solutions Architect with AWS IPython Notebook is a web-based interactive environment that lets you combine code, code execution, mathematical functions, rich documentation, plots, and other elements into a single document. In the background, IPython Notebook stores this information as a JSON document. The main advantage of a notebook when compared to […]

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Running Apache Accumulo on Amazon EMR

anjeet Chayel is a Solutions Architect with Amazon Web Services This post was co-authored by Matt Yanchyshyn, a Principal Solutions Architect with Amazon Web Services Apache Accumulo is a sorted, distributed key-value store that is built on top of Apache Hadoop, Zookeeper, and Thrift. Accumulo was originally modeled after Google’s BigTable and can scale to […]

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Getting Started with Elasticsearch and Kibana on Amazon EMR

Hernan Vivani is a Big Data Support Engineer for Amazon Web Services This post shows you how to install Elasticsearch and Kibana on an Amazon EMR cluster and provides a few simple ways to confirm it is working. (Please also see “Indexing Common Crawl Metadata on Amazon EMR Using Cascading and Elasticsearch.”) NOTE: If your goal […]

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Strategies for Reducing Your Amazon EMR Costs

This is a guest post by Prateek Gupta, a lead engineer at BloomReach BloomReach has built a personalized discovery platform with applications for organic search, site search, content marketing and merchandizing. BloomReach ingests data from a variety of sources such as merchant inventory feed, sitefetch data from merchants’ websites and pixel data. The data is […]

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Node.js Streaming MapReduce with Amazon EMR

Ian Meyers is a Solutions Architecture Senior Manager with AWS Introduction Node.js is a JavaScript framework for running high performance server-side applications based upon non-blocking I/O and an asynchronous, event-driven processing model. When customers need to process large volumes of complex data, Node.js offers a runtime that natively supports the JSON data structure. Languages such […]

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Getting HBase Running on Amazon EMR and Connecting it to Amazon Kinesis

Wangechi Doble is an AWS Solutions Architect Introduction Apache HBase is an open-source, column-oriented, distributed NoSQL database that runs on the Apache Hadoop framework. In the AWS Cloud, you can choose to deploy Apache HBase on Amazon Elastic Cloud Compute (Amazon EC2) and manage it yourself or leverage Apache HBase as a managed service on […]

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The Impact of Using Latest-Generation Instances for Your Amazon EMR Job

Nick Corbett is a Big Data Consultant for AWS Professional Services Amazon Elastic MapReduce (Amazon EMR) is a web service that makes it easy to process large amounts of data efficiently.  Amazon EMR uses the popular open source framework Apache Hadoop combined with several other AWS products to do such tasks as web indexing, data […]

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ETL Processing Using AWS Data Pipeline and Amazon Elastic MapReduce

Manjeet Chayel is an AWS Solutions Architect This blog post shows you how to build an ETL workflow that uses AWS Data Pipeline to schedule an Amazon Elastic MapReduce (Amazon EMR) cluster to clean and process web server logs stored in an Amazon Simple Storage Service (Amazon S3) bucket. AWS Data Pipeline is an ETL […]

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Installing Apache Spark on an Amazon EMR Cluster

Jonathan Fritz is a Senior Product Manager for Amazon EMR ———————– Please note – Amazon EMR now officially supports Spark. For more information about Spark on EMR, visit the Spark on Amazon EMR page or read Intent Media’s guest post on the AWS Big Data Blog about Spark on EMR. ——–————— Over the last five […]

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