Tencent Cloud Developer
Jul 13, 2020 · Big Data
Building MVP: A Lightweight Big Data Analysis System for Product Growth
The article describes how a lightweight big‑data analysis platform called MVP was built from scratch—using a User‑Event‑Config model, HDFS + ClickHouse + Spark, and four modules for metric monitoring, root‑cause alerts, deep growth analysis, and A/B testing—enabling real‑time insights in seconds instead of days and dramatically accelerating product‑growth operations.
AARRR ModelBig DataClickHouse
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