The Full Stack, Part I

What this post added

This post contributes to the understanding of data processing and performance by introducing a comprehensive framework for analyzing system performance based on data characteristics and hardware I/O. It details the hierarchy of computer memory and storage, explaining their latency differences and impact on performance. The post also provides practical advice on performance analysis through estimation and understanding fundamental bottlenecks.