Where We're Going, We Don't Need Rows - Columnar Data Connectivity with Apache Arrow ADBC
CMU Database Group via YouTube
Overview
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Explore the future of database connectivity through this seminar presentation that introduces Apache Arrow ADBC (Arrow Database Connectivity), a revolutionary approach to data access that eliminates traditional row-based processing. Learn how ADBC leverages columnar data structures to provide more efficient database interactions, offering significant performance improvements over conventional database connectivity methods. Discover the technical architecture behind Arrow's columnar format and understand how it transforms data transfer between applications and databases. Examine real-world use cases and implementation strategies for integrating ADBC into modern data systems. Gain insights into the performance benefits, memory efficiency, and scalability advantages that columnar connectivity provides compared to traditional row-oriented database access patterns. Understand the broader implications of this technology for data engineering workflows, analytics applications, and high-performance computing environments.
Syllabus
Where We’re Going, We Don’t Need Rows: Columnar Data Connectivity with Apache Arrow ADBC (Ian Cook)
Taught by
CMU Database Group