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Amazon Redshift Cookbook

Amazon Redshift Cookbook

By : Shruti Worlikar, Arumugam, Patel
4.8 (9)
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Amazon Redshift Cookbook

Amazon Redshift Cookbook

4.8 (9)
By: Shruti Worlikar, Arumugam, Patel

Overview of this book

Amazon Redshift is a fully managed, petabyte-scale AWS cloud data warehousing service. It enables you to build new data warehouse workloads on AWS and migrate on-premises traditional data warehousing platforms to Redshift. This book on Amazon Redshift starts by focusing on Redshift architecture, showing you how to perform database administration tasks on Redshift. You'll then learn how to optimize your data warehouse to quickly execute complex analytic queries against very large datasets. Because of the massive amount of data involved in data warehousing, designing your database for analytical processing lets you take full advantage of Redshift's columnar architecture and managed services. As you advance, you’ll discover how to deploy fully automated and highly scalable extract, transform, and load (ETL) processes, which help minimize the operational efforts that you have to invest in managing regular ETL pipelines and ensure the timely and accurate refreshing of your data warehouse. Finally, you'll gain a clear understanding of Redshift use cases, data ingestion, data management, security, and scaling so that you can build a scalable data warehouse platform. By the end of this Redshift book, you'll be able to implement a Redshift-based data analytics solution and have understood the best practice solutions to commonly faced problems.
Table of Contents (13 chapters)
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Utilizing ElastiCache for sub-second latency

Amazon ElastiCache is a fully managed service that supports both Redis and Memcached in-memory databases. In-memory databases and caches allow you to build near-real-time applications that require sub-millisecond latency. ElastiCache allows you to scale both your write and read capacity for near-real-time applications. In this recipe, we will explore how ElasticCache can serve as a database cache.

Getting ready

To complete this recipe, you will need the following:

  • An IAM user with access to Amazon Redshift and Amazon ElastiCache.
  • An Amazon Redshift cluster deployed in AWS region eu-west-1 with the retail sample dataset we set up in Chapter 3, Loading and Unloading Data.
  • Amazon Redshift cluster master user credentials.
  • An EC2 Linux instance. Launch this in the same VPC as Amazon Redshift with a security group by providing access to your Amazon Redshift cluster by following the instructions at https://docs.aws.amazon...

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