Data platforms have evolved in amazing ways, tackling increasingly specific and difficult problems. Central to these advancements is data movement - the crucial pathway that gets data to the right place, in the right format. Over the years, numerous methodologies have emerged, including ETL, ELT, event streaming, stream processing, and Change Data Capture (CDC). This talk will take you on a journey through the evolving landscape of data movement technologies and tools, highlighting the trade-offs inherent in each method. We conclude with a pragmatic guide to architecting a unified data movement platform, drawing upon the accumulated knowledge and best practices to date.

Conference: Real-Time Analytics Summit 2024
Slides: https://speakerdeck.com/sharonx/old-dogs-new-tricks-a-pragmatic-guide-for-modern-data-movement-platforms