Achieving a 155× Speedup in a LiDAR Data Processing Pipeline
Real-world data processing pipelines often grow incrementally over years and accumulate inefficiencies that no single processing step explains. We present a measurement-driven case study of optimizing one such system end-to-end: a multi-stage pipeline for high-resolution LiDAR road condition assessment. The original sy...