Simple select count(id) uses 100% of Azure SQL DTUs

Question

This started off as this question but now seems more appropriately asked specifically since I realised it is a DTU related question.

Basically, running:

Answer 1

I had the same issue. Updating the statistics with fullscan on the table solved it:

update statistics mytable with fullscan