Overview
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Explore how Vortex applies LLVM-style compilation techniques to file format processing in this technical seminar from CMU Database Group's Future Data Systems series. Learn about innovative approaches to handling diverse file formats through compilation-based methods, examining how traditional compiler infrastructure concepts can be adapted for data processing workflows. Discover the architectural principles behind Vortex's design, understand its performance characteristics compared to conventional file format parsers, and gain insights into the intersection of compiler technology and data systems engineering. The presentation covers practical implementation details, use cases where compilation-based file format processing provides advantages, and the broader implications for future data system architectures.
Syllabus
Vortex: LLVM for File Formats (Will Manning)
Taught by
CMU Database Group