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Recently, the company's strategy needs more data support, and it is currently conceiving to build a user data analysis platform. Due to the limited manpower of the team, there are no technicians in the Hdfs ecosystem. Therefore, it is implemented in stages. In the first stage, data collection, cleaning, and storage are realized, and user behavior data is stored. In the second stage, corresponding query functions are performed according to the analysis model.
After consulting some information, ClickHouse is suitable for large data volume and high-performance queries. Queries are very similar to SQL statements, so we do technical research. Here are some high-quality documents for your reference:
1. Quick Start
Involves the relevant basic content of ClickHouse: usage scenarios, table engine, usage specifications, real-time synchronization, etc.
ClickHouse Cloud Native User Manual
ClickHouse & StarRocks experience sharing
ClickHouse Getting Started, Tuning, and Combat One-stop Full Cheats
ClickHouse usage practices and specifications
Analysis of ClickHouse basics, practice, and tuning from all perspectives
2. Enterprise application and practice
Bilibili's Mass User Behavior Analysis Application Practice Based on ClickHouse
Netease Experience Regulation: ClickHouse Development and Use Specifications
Support frequent updates and ad hoc queries: ClickHouse's application in iQiyi video production
The practice of ClickHouse in Bilibili user behavior analysis
Jiguang clickhouse's 100-billion-level data analysis practice road
God knows what I went through from MongoDB to ClickHouse
Application of Clickhouse on Big Data Analysis Platform - Retention Analysis
Demystifying the technical practice of ByteDance to solve the complex query problem of ClickHouse
Jingdong ClickHouse High Availability Practice
Talking about Tick Market Data Cleaning——Application of Clickhouse Analysis Function
Best practice of WeChat ClickHouse real-time data warehouse
ClickHouse combat | retention, path, funnel, session
Practical application of ClickHouse in self-service behavior analysis scenarios
User Behavior Analysis System Based on ClickHouse
The application practice of ClickHouse in the billion-level user portrait platform
Building a crowd circle selection system based on the cloud database ClickHouse
Big data architecture for user behavior analysis based on ClickHouse
Practice of Multidimensional User Behavior Analysis Based on ClickHouse
Exploration and practice of Clickhouse in self-service analysis scenarios
3. Step on the pit
As the largest ClickHouse user in China, what pitfalls has ByteDance stepped on?
A record of ClickHouse cluster failure caused by DDL
4. Optimization
"Upsert" of ClickHouse Enhancement Plan
Detailed introduction to ClickHouse query optimization
Performance increased by 5 times! "Resource Isolation" of ClickHouse Enhancement Plan
ClickHouse JOIN Optimization of Volcano Engine in Behavior Analysis Scenario