Consider the rank-1 update:
where A is an 
matrix.
Here we have purposely reversed the order of
x and y , since this will allow
for an explanation that matches that for
the parallel implementation of matrix-vector multiplication.
Again, elements of y and x are naturally associated with
corresponding rows and columns of A , respectively.