Database Performance Considerations - Where indexes can improve performance and where not

In a nutshell a database index is an auxiliary data structure which allows for faster retrieval of data stored in the database. They are keyed off of a specific column so that queries like “Give me all people with a last name of ‘Sam’” are fast.