DuckLake - Learning from Cloud Data Warehouses to Build a Robust Lakehouse
CMU Database Group via YouTube
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Overview
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Learn how to build a robust "Lakehouse" architecture by examining lessons from cloud data warehouses in this 55-minute seminar talk. Explore DuckLake's approach to combining the best features of data lakes and data warehouses, drawing insights from modern cloud-based data warehouse implementations. Discover architectural patterns, design decisions, and technical strategies that enable scalable and reliable lakehouse systems. Gain understanding of how traditional data warehouse concepts can be adapted and applied to create more flexible and cost-effective data storage and processing solutions. Examine real-world challenges and solutions in building systems that provide warehouse-like performance and reliability while maintaining the flexibility and openness of data lake architectures.
Syllabus
DuckLake: Learning from Cloud Data Warehouses to Build a Robust “Lakehouse” (Jordan Tigani)
Taught by
CMU Database Group