Database administrators need help making decisions about the best physical design for a database. They have to choose things like indexes and table partitions to improve performance without increasing costs. It's a tough job with many possible options and constraints. In the past, tools to help with these decisions were limited. However, new research is looking at automating physical database design to make it easier for DBAs.