A distributed database (DDB) is a collection of logically related databases spread across a network, managed by a distributed database management system (DDBMS) that maintains transparency for users. Key advantages include distribution transparency, increased reliability, improved performance, and easier scalability through techniques like data fragmentation and replication. The design of a DDB involves determining how to optimally split and allocate data across various sites to enhance processing efficiency.