Apache Hudi - A Database Layer Over Cloud Storage for Fast Mutations and Queries
CMU Database Group via YouTube
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Overview
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Learn about Apache Hudi, an open-source data lake platform that provides database-like capabilities over cloud storage systems in this comprehensive seminar talk. Discover how Hudi enables fast mutations and queries on large-scale datasets stored in cloud environments, addressing key challenges in modern data architecture. Explore the technical foundations of this database layer technology, including its approach to handling incremental data processing, ACID transactions, and efficient query performance over distributed storage. Understand the practical applications and benefits of implementing Hudi in data lake architectures, with insights from industry expert Vinoth Chandar who shares real-world experiences and technical deep-dives into the platform's capabilities for managing evolving datasets at scale.
Syllabus
Apache Hudi: A Database Layer Over Cloud Storage for Fast Mutations & Queries (Vinoth Chandar)
Taught by
CMU Database Group