Change Data Capture (CDC) has become essential for modern data architectures that need to keep data warehouses, analytics platforms, and downstream systems synchronized with operational databases in near real-time. Streaming CDC data from MySQL to Amazon S3 creates a powerful foundation for analytics, machine learning, and data lake architectures while maintaining a complete historical record … Read more
Change Data Capture (CDC) pipelines on AWS have become the backbone of modern data warehousing strategies, enabling organizations to maintain near real-time analytics capabilities without overwhelming source databases. By combining Amazon S3 as a data lake, AWS Glue for transformation and cataloging, and Amazon Redshift for analytics, you can build a scalable CDC pipeline that … Read more
Data lakes have become the foundation of modern data architecture, enabling organizations to store vast amounts of structured and unstructured data in its native format. Amazon S3 and AWS Glue form a powerful combination for building scalable, cost-effective data lakes that can handle everything from raw logs to complex analytical workloads. This isn’t just about … Read more
