AWS Big Data Blog
Category: Database
Amazon Redshift UDF repository on AWSLabs
Christopher Crosbie is a Healthcare and Life Science Solutions Architect with Amazon Web Services Zach Christopherson, an Amazon Redshift Database Engineer, contributed to this post Did you ever have a need for complex string parsing in Amazon Redshift and wish you could simply add f_parse_url_query_string(url) to your SQL query? Have you ever tried to weigh which would be less […]
Agile Analytics with Amazon Redshift
Nick Corbett is a Big Data Consultant for AWS Professional Services What makes outstanding business intelligence (BI)? It needs to be accurate and up-to-date, but this alone won’t differentiate a solution. Perhaps a better measure is to consider the reaction you get when your latest report or metric is released to the business. Good BI […]
Query Routing and Rewrite: Introducing pgbouncer-rr for Amazon Redshift and PostgreSQL
This post was last reviewed and updated August, 2022 with a section on Deploying pgbouncer in Elastic Kubernetes Service (EKS). NOTE: You can now use federated queries in Amazon Redshift to query and analyze data across operational databases, data warehouses, and data lakes. For more information, please review the Amazon Redshift documentation article, “Querying Data […]
Performance Tuning Your Titan Graph Database on AWS
At AWS re:Invent 2017, we announced the preview of Amazon Neptune, a fast and reliable graph database built for the cloud. Neptune is fully managed and highly available, and it includes read replicas, point-in-time recovery, and continuous backups to Amazon S3. If you are about to build an application yourself and need a graph database, […]
Migrating Metadata when Encrypting an Amazon Redshift Cluster
NOTE: Amazon Redshift now supports enabling and disabling encryption with 1-click. For more information, please review this “What’s New” post. ————————————— John Loughlin is a Solutions Architect with Amazon Web Services. A customer came to us asking for help expanding and modifying their Amazon Redshift cluster. In the course of responding to their request, we […]
Building a Graph Database on AWS Using Amazon DynamoDB and Titan
At AWS re:Invent 2017, we announced the preview of Amazon Neptune, a fast and reliable graph database built for the cloud. Though this blog post still shows the benefits a graph database can deliver for certain use cases, if you are about to build an application yourself and need a graph database, you should first […]
Scaling Writes on Amazon DynamoDB Tables with Global Secondary Indexes
Ian Meyers is a Solutions Architecture Senior Manager with AWS Amazon DynamoDB is a fast, flexible, and fully managed NoSQL database service that supports both document and key-value store models that need consistent, single-digit millisecond latency at any scale. In this post, we discuss a technique that can be used with DynamoDB to ensure virtually […]
Introduction to Python UDFs in Amazon Redshift
Christopher Crosbie is a Healthcare and Life Science Solutions Architect with Amazon Web Services When your doctor takes out a prescription pad at your yearly checkup, do you ever stop to wonder what goes into her thought process as she decides on which drug to scribble down? We assume that journals of scientific evidence coupled […]
Integrating Amazon Kinesis, Amazon S3 and Amazon Redshift with Cascading on Amazon EMR
This is a guest post by Ryan Desmond, Solutions Architect at Concurrent. Concurrent is an AWS Advanced Technology Partner. With Amazon Kinesis developers can quickly store, collate and access large, distributed data streams such as access logs, click streams and IoT data in real-time. The question then becomes, how can we access and leverage this […]
Building and Maintaining an Amazon S3 Metadata Index without Servers
Mike Deck is a Solutions Architect with AWS Amazon S3 is a simple key-based object store whose scalability and low cost make it ideal for storing large datasets. Its design enables S3 to provide excellent performance for storing and retrieving objects based on a known key. Finding objects based on other attributes, however, requires doing […]




