AWS Big Data Blog
Category: Analytics
Using Amazon Redshift to Analyze Your Elastic Load Balancer Traffic Logs
Biff Gaut is a Solutions Architect with AWS Introduction With the introduction of Elastic Load Balancing (ELB) access logs, administrators have a tremendous amount of data describing all traffic through their ELB. While Amazon Elastic MapReduce (Amazon EMR) and some partner tools are excellent solutions for ongoing, extensive analysis of this traffic, they can require […]
Getting Started with Amazon EMR Bootstrap Actions
Steve McPherson is a Senior Manager for Amazon Elastic MapReduce Note: This post was updated 2/8/16. The Presto bootstrap action documented in the original post has been deprecated because EMR now offers a Presto-Sandbox as a full-fledged EMR application. For details, see the EMR sandbox. Amazon Elastic MapReduce (EMR) is a fully managed Hadoop-as-a-service platform […]
Hosting Amazon Kinesis Applications on AWS Elastic Beanstalk
Ian Meyers is a Solutions Architecture Senior Manager with AWS Amazon Kinesis provides a scalable and highly available platform for ingesting data from thousands of clients. Once data is available on a Kinesis stream, you can build applications to process the data using the Kinesis Client Library (KCL). KCL provides a framework for managing many […]
Best Practices for Micro-Batch Loading on Amazon Redshift
NOTE: Amazon Kinesis Data Firehose is a fully managed service for delivering real-time streaming data to Amazon Redshift. For more information, please visit the Amazon Kinesis Data Firehose documentation page, “Choosing Amazon Redshift for Your Destination.” February 9, 2024: Amazon Kinesis Data Firehose has been renamed to Amazon Data Firehose. Read the AWS What’s New […]
Building a Recommender with Apache Mahout on Amazon Elastic MapReduce (EMR)
This is a guest post by Andrew Musselman, who as chief data scientist leads the global big data practice from the technical side at Accenture. He is a PMC member on the Apache Mahout project and is writing a book on data science for O’Reilly. Accenture is an APN Big Data Competency Partner. This post […]

