Optical networks are increasingly dia internet access relying on alien wavelengths to maximize spectral efficiency and accommodate the exponential growth of data traffic. Nevertheless, efficiently connecting data streams across these heterogeneous wavelengths presents a significant obstacle. Dynamic Control Infrastructure (DCI) emerges as a crucial