AWS Big Data Blog
Category: Amazon Managed Streaming for Apache Kafka (Amazon MSK)
Evolve JSON Schemas in Amazon MSK and Amazon Kinesis Data Streams with the AWS Glue Schema Registry
Data is being produced, streamed, and consumed at an immense rate, and that rate is projected to grow exponentially in the future. In particular, JSON is the most widely used data format across streaming technologies and workloads. As applications, websites, and machines increasingly adopt data streaming technologies such as Apache Kafka and Amazon Kinesis Data […]
Now Available: Updated guidance on the Data Analytics Lens for AWS Well-Architected Framework
Nearly all businesses today require some form of data analytics processing, from auditing user access to generating sales reports. For all your analytics needs, the Data Analytics Lens for AWS Well-Architected Framework provides prescriptive guidance to help you assess your workloads and identify best practices aligned to the AWS Well-Architected Pillars: Operational Excellence, Security, Reliability, […]
Query your Amazon MSK topics interactively using Amazon Managed Service for Apache Flink Studio
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. Amazon Managed Service for Apache Flink Studio makes it easy to analyze streaming data in real time and build stream processing applications powered by Apache Flink using […]
Power your Kafka Streams application with Amazon MSK and AWS Fargate
November 2024: This post was reviewed and updated for accuracy. Today, companies of all sizes across all verticals design and build event-driven architectures centered around real-time streaming and stream processing. Amazon Managed Streaming for Apache Kafka (Amazon MSK) is a fully managed service that makes it easy for you to build and run applications that […]
Secure connectivity patterns to access Amazon MSK across AWS Regions
August 2023: Amazon MSK now offers a managed feature called multi-VPC private connectivity to simplify connectivity of your Kafka clients to your brokers. Refer this blog to learn more. AWS customers often segment their workloads across accounts and Amazon Virtual Private Cloud (Amazon VPC) to streamline access management while being able to expand their footprint. […]
Securing Apache Kafka is easy and familiar with IAM Access Control for Amazon MSK
September 2025: This post was reviewed and updated for accuracy. AWS launched IAM Access Control for Amazon MSK, which is a security option offered at no additional cost that simplifies cluster authentication and Apache Kafka API authorization using AWS Identity and Access Management (IAM) roles or user policies to control access. This eliminates the need […]
How Goldman Sachs migrated from their on-premises Apache Kafka cluster to Amazon MSK
This is a guest post by Zachary Whitford, Associate, Richa Prajapati, Vice President and Aldo Piddiu, Vice President in the Global Investment Research engineering team at Goldman Sachs. To see how Goldman Sachs is innovating more with AWS visit Goldman Sachs Leading Cloud Innovator page. The Global Investment Research (GIR) division at Goldman Sachs delivers […]
Validate, evolve, and control schemas in Amazon MSK and Amazon Kinesis Data Streams with AWS Glue Schema Registry
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. Data streaming technologies like Apache Kafka and Amazon Kinesis Data Streams capture and distribute data generated by thousands or millions of applications, websites, or machines. These technologies […]
Stream Twitter data into Amazon Redshift using Amazon MSK and AWS Glue streaming ETL
This post demonstrates how customers, system integrator (SI) partners, and developers can use the serverless streaming ETL capabilities of AWS Glue with Amazon Managed Streaming for Kafka (Amazon MSK) to stream data to a data warehouse such as Amazon Redshift. We also show you how to view Twitter streaming data on Amazon QuickSight via Amazon Redshift.
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.








