System Design
Mid
system_design
System Design: Design a Data Warehouse
Imagine you are tasked with designing a data warehouse for a retail company that wishes to analyze sales information, customer behaviors, and inventory data. Discuss how would you structure the data warehouse, what kind of data model you would implement, the types of data sources you would consider, and how you would ensure the system scales with the business's growth. Be prepared to address considerations around ETL processes and querying capabilities.
## What to Cover
Discuss the data model (star schema), define dimensions and facts, ETL process, scaling approaches, and querying techniques.
## Strong Answer Framework
Define requirements, choose the appropriate data warehouse technology, cover data schema designs, ETL strategies, and performance optimization considerations.
## Watch Out For
Scaling strategies, handling big data, and real-time processing challenges.
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