AWS Big Data Blog
Category: Technical How-to
Upgrade from Amazon Redshift DC2 node type to Amazon Redshift Serverless
In this post, we show you the upgrade process from DC2 instances to Amazon Redshift Serverless. By using Amazon Redshift Serverless, you can run and scale analytics without managing data warehouse infrastructure.
Automate email notifications for governance teams working with Amazon SageMaker Catalog
In this post, we show you how to create custom notifications for events occurring in SageMaker Catalog using Amazon EventBridge, AWS Lambda, and Amazon SNS. You can expand this solution to automatically integrate SageMaker Catalog with in-house enterprise workflow tools like ServiceNow and Helix.
Configure seamless single sign-on with SQL analytics in Amazon SageMaker Unified Studio
This post demonstrates how to configure SageMaker Unified Studio with SSO, set up projects and user onboarding, and access data securely using integrated analytics tools.
Stream mainframe data to AWS in near real time with Precisely and Amazon MSK
In this post, we introduce an alternative architecture to synchronize mainframe data to the cloud using Amazon Managed Streaming for Apache Kafka (Amazon MSK) for greater flexibility and scalability. This event-driven approach provides additional possibilities for mainframe data integration and modernization strategies.
Visualize data lineage using Amazon SageMaker Catalog for Amazon EMR, AWS Glue, and Amazon Redshift
Amazon SageMaker offers a comprehensive hub that integrates data, analytics, and AI capabilities, providing a unified experience for users to access and work with their data. Through Amazon SageMaker Unified Studio, a single and unified environment, you can use a wide range of tools and features to support your data and AI development needs, including […]
Building a real-time ICU patient analytics pipeline with AWS Lambda event source mapping
In this post, we demonstrate how to build a serverless architecture that processes real-time ICU patient monitoring data using Lambda event source mapping for immediate alert generation and data aggregation, followed by persistent storage in Amazon S3 with an Iceberg catalog for comprehensive healthcare analytics.
Breaking down data silos: Volkswagen’s approach with Amazon DataZone
In this post, we introduce Amazon DataZone and explore how Volkswagen used Amazon DataZone to build their data mesh, tackle the challenges encountered, and break the data silos.
Seamlessly Integrate Data on Google BigQuery and ClickHouse Cloud with AWS Glue
Migrating from Google Cloud’s BigQuery to ClickHouse Cloud on AWS allows businesses to leverage the speed and efficiency of ClickHouse for real-time analytics while benefiting from AWS’s scalable and secure environment. This article provides a comprehensive guide to executing a direct data migration using AWS Glue ETL, highlighting the advantages and best practices for a […]
Optimize efficiency with language analyzers using scalable multilingual search in Amazon OpenSearch Service
Organizations manage content across multiple languages as they expand globally. Ecommerce platforms, customer support systems, and knowledge bases require efficient multilingual search capabilities to serve diverse user bases effectively. This unified search approach helps multinational organizations maintain centralized content repositories while making sure users, regardless of their preferred language, can effectively find and access relevant […]
How Laravel Nightwatch handles billions of observability events in real time with Amazon MSK and ClickHouse Cloud
Laravel, one of the world’s most popular web frameworks, launched its first-party observability platform, Laravel Nightwatch, to provide developers with real-time insights into application performance. Built entirely on AWS managed services and ClickHouse Cloud, the service already processes over one billion events per day while maintaining sub-second query latency, giving developers instant visibility into the health of their applications.









