rolling sum or moving sum?
See Rolling Sum
I think Tullio has an interesting solution
A = rand(100_000_000);
using Tullio
N = 3
res = zeros(eltype(A), length(A))
using Tullio
@time @tullio res[j] = A[j] + A[j+1] + A[j+2]
@time @tullio res[j] = A[j] + A[j+1] + A[j+2] # 0.2s