Performance Tuning Video
The first module is Introduction to Parallel Programming. This 25 mins video provides a lot of tips to tackle performance tuning issues. If you often like to throw hardware at performance problems, you should watch this video with an open mind.
As the presenter mentioned, the next module will cover multi-core architecture. I will post the link once it is available.