Presentation at https://docs.google.com/presentation/d/1XLmstF2Fn1Qocbf4E1vYFidnynELPpinK5I5ilYGQZs/
Simple flame graph generation with perf, see flamegraph.
Building and interpreting roofline models with Intel Advisor. Under advisor-roofline are several examples of simple applications and Advisor reports available.