Performant computing...

You may want to use FP. (Unrealistic?)

You may want to care about memory bandwidth. (Only at purchasing time...)

You may want to understand memory. (Good paper. Linux/Intel specific. Would be nice to see a little more on AMD/NUMA systems...)