dynamic profiling

ByteDance Data Platform

Jul 18, 2022 · Big Data

Unlocking Real‑Time Data Quality: ByteDance’s Dynamic Exploration Solution

This article explains how ByteDance’s dynamic data exploration tool improves data quality assurance by replacing time‑consuming SQL validation with real‑time, sample‑based profiling, detailing its problem background, core features, technical architecture, front‑end rendering techniques, operation‑stack management, and future enhancements.