File formats for Analytical systems
Pulkit Singhal, Sheldon Tauro · 2024
As organizations increasingly adopt data-driven approaches, the demand for analyzing and processing massive datasets continues to rise. While traditional SQL-based systems are often used for transactional workloads, they face significant limitations when addressing analytical workloads. Analytical queries require optimizing for large-scale data traversal, complex aggregations, and ensuring performance over diverse data arrangements.