HiveDB is a scalable database designed for large datasets like those encountered by e-commerce companies. It uses a simple partitioning scheme to distribute data across multiple MySQL databases to improve performance and scalability. The document outlines HiveDB's architecture, performance in tests with a large e-commerce company (meeting and exceeding goals), limitations, and roadmap for future improvements.