Exceptionality, Supersymmetry and Non-associativity in Physics

This is an expanded and updated version of the talk I gave at the meeting organized at CERN on April 27-28, 2015 dedicated to honoring the memory of Bruno Zumino and his legacy. In this talk I review the emergence of exceptional structures and non-associative algebras in quantum mechanics, supergravity and M/superstring theories.