What is the best way to store historical data in SQL Server 2005/2008?

Question

My simplified and contrived example is the following:-

Lets say that I want to measure and store the temperature (and other values) of all the worlds\' towns on a daily

Answer 1

I would keep the data in one table unless you have a very serious bias for current data (in usage) or history data (in volume). A compound index with DATE + TOWNID (in that order) would remove the performance concern in most cases (although clearly we don't have the data to be sure of this at this time).

The one thing I would wonder about is if anyone will want data from both the current and history data for a town. If so, you just created at least one new view to worry about and possible performance problem in that direction.

This is unfortunately one of those things where you may need to profile your solutions against real world data. I personally have used compound indexes such as specified above in many cases, and yet there are a few edge cases where I have opted to break the history into another table. Well, actually another data file, because the problem was that the history was so dense that I created a new data file for it alone to avoid bloating the entire primary data file set. Performance issues are rarely solved by theory.

I would recommend reading up on query hints for index use, and "covering indexes" for more information about performance issues.