Propose an optimization to the computation of partial derivatives and gradients in the computational graph. Explain how this will reduce latency overhead and improve system performance under strict real-time constraints.

Replace recursive function calls with iterative computations using loops or memoization. This reduces excessive stack memory allocation, allowing for faster gradient and partial derivative computations without introducing complex recursive call stacks.