The Database Engine Tuning Advisor
Currently, all major commercial database vendors include a physical database design tool to help with the creation of indexes. However, when these tools were first developed, there were just two main architectural approaches considered for how the tools should recommend indexes. The first approach was to build a stand-alone tool with its own cost model and design rules. The second approach was to build a tool that could use the query optimizer cost model.
A problem with building a stand-alone tool is the requirement for duplicating the cost module. On top of that, having a tool with its own cost model, even if it’s better than the query optimizer’s cost model, may not be a good idea because the optimizer still chooses its plan based on its own model.
The second approach, using the query optimizer to help with physical database design, was proposed in the database research community as far back as 1988. Because it is the query optimizer...
