DCI frameworks increasingly rely alien wavelength networks to accommodate the surging demand for bandwidth. Optimizing bandwidth within these networks is critical for guaranteeing optimal performance. Techniques such as dynamic wavelength allocation, error compensation, and advanced encoding schemes can be implemented to improve bandwidth utilizati