One of the ideas in the talk I link is how you can represent typically non-commutative data (like averages) in a data structure that does support commutative op

One of the ideas in the talk I link is how you can represent typically non-commutative data (like averages) in a data structure that does support commutative operations (numerator/denominator pair) and to take advantage of generic analytics infrastructure.