AWS Big Data Blog

Category: Customer Solutions

Synchronize and control your Amazon Redshift clusters maintenance windows

Amazon Redshift is a data warehouse that can expand to exabyte-scale. Today, tens of thousands of AWS customers (including NTT DOCOMO, Finra, and Johnson & Johnson) use Amazon Redshift to run mission-critical business intelligence dashboards, analyze real-time streaming data, and run predictive analytics jobs. Amazon Redshift powers analytical workloads for Fortune 500 companies, startups, and […]

How Takeda uses the GraphQL API with AWS AppSync to support data scientists

This is a guest blog post by Michael Song and Rajesh Mikkilineni at Takeda. In their own words, “Takeda is a global, values-based, R&D-driven biopharmaceutical leader committed to discover and deliver life-transforming treatments, guided by our commitment to patients, our people and the planet. Takeda’s R&D data engineering team aspires to build a robust and […]

How JPMorgan Chase built a data mesh architecture to drive significant value to enhance their enterprise data platform

April 2024: This post was reviewed for accuracy. This is a joint blog post co-authored with Anu Jain, Graham Person, and Paul Conroy from JP Morgan Chase.  Most modern organizations recognize that their data benefits their entire enterprise. Data has value to the individual business process that produces it, but data’s additional potential can be […]

The following screenshot shows a sample dashboard in QuickSight.

How the Yahoo! JAPAN Smart Devices Team is improving voice user interfaces with Amazon QuickSight business intelligence

This is a guest blog post by Kazuhide Fujita, Product Manager at Yahoo! JAPAN. Yahoo! JAPAN is a large internet search and media company, with Yahoo! JAPAN’s web portal being the one of the most commonly used websites in Japan. Our smart devices team is responsible for building and improving Yahoo! JAPAN apps for voice […]

Following a remote planning phase in which we defined our requirements and laid out the basic design.

How Baqend built a real-time web analytics platform using Amazon Kinesis Data Analytics for Apache Flink

August 30, 2023: Amazon Kinesis Data Analytics has been renamed to Amazon Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. This is a customer post written by the engineers from German startup Baqend and the AWS EMEA Prototyping Labs team. Baqend is one of the fastest-growing software […]

Vortexa delivers real-time insights on Amazon MSK with Lenses.io

This post discusses how Vortexa harnesses the power of Apache Kafka to improve real-time data accuracy and accelerate time-to-market by using a combination of Lenses.io for greater observability and Amazon Managed Streaming for Apache Kafka (Amazon MSK) to create clusters on demand.

How Goodreads offloads Amazon DynamoDB tables to Amazon S3 and queries them using Amazon Athena

In this post, we show you how to export data from a DynamoDB table, convert it into a more efficient format with AWS Glue, and query the data with Athena. This approach gives you a way to pull insights from your data stored in DynamoDB.

Optimize Delivery of Trending, Personalized News Using Amazon Kinesis and Related Services

Gunosy aims to provide people with the content they want without the stress of dealing with a large influx of information. We analyze user attributes, such as gender and age, and past activity logs like click-through rate (CTR). We combine this information with article attributes to provide trending, personalized news articles to users. In this post, I show you how to process user activity logs in real time using Amazon Kinesis Data Firehose, Amazon Kinesis Data Analytics, and related AWS services.

Decreasing Game Churn: How Upopa used ironSource Atom and Amazon ML to Engage Users

This is a guest post by Tom Talpir, Software Developer at ironSource. ironSource is as an Advanced AWS Partner Network (APN) Technology Partner and an AWS Big Data Competency Partner. Ever wondered what it takes to keep a user from leaving your game or application after all the hard work you put in? Wouldn’t it be great […]

How SmartNews Built a Lambda Architecture on AWS to Analyze Customer Behavior and Recommend Content

This is a guest post by Takumi Sakamoto, a software engineer at SmartNews. SmartNews in their own words: “SmartNews is a machine learning-based news discovery app that delivers the very best stories on the Web for more than 18 million users worldwide.” Data processing is one of the key technologies for SmartNews. Every team’s workload […]