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Tagged articles

dynamic profiling

2 articles · Page 1 of 1
Data Integration and Governance
Data Integration and Governance
Jun 11, 2026 · Big Data

Four Steps to Build Reliable Data Middle‑Platform Tags

The article outlines a practical four‑step workflow—clarifying business data, consolidating behavioral elements, creating dynamic profiles, and deploying tags to business applications—while highlighting common pitfalls, governance needs, and the role of data‑integration tools in a data middle platform.

Data GovernanceData Integrationbehavioral elements
0 likes · 13 min read
Four Steps to Build Reliable Data Middle‑Platform Tags
ByteDance Data Platform
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.

Big DataSQL Generationdata exploration
0 likes · 13 min read
Unlocking Real‑Time Data Quality: ByteDance’s Dynamic Exploration Solution