In-line Raman amplifiers provide distributed gain along the optical fiber, significantly improving the optical signal-to-noise ratio (OSNR) compared to traditional lumped amplifiers like EDFAs, which enables longer transmission spans in long-haul terrestrial and submarine networks. In-line Raman amplifiers provide distributed gain along the optical fiber, significantly improving the optical signal-to-noise ratio (OSNR) compared to traditional lumped amplifiers like EDFAs, which enables longer transmission spans in long-haul terrestrial and submarine networks. Raman amplification / ˈrɑːmən / is a way of increasing the signal strength in an optical fiber. It is often used in a fiber that carries a signal for a long distance (such as in an undersea cable). Technically, it works by stimulating Raman scattering, in which a lower frequency 'signal' photon. A Raman amplifier is an optical amplifier based on Raman gain, which results from the effect of stimulated Raman scattering in some Raman gain medium. We show that by solving the in-verse amplifier design problem, relative gain flatness well below 1% can be achieved over bandwidths of up to 12. Raman amplifiers function by using a pump beam that co-propagates or counter-propagates with the input signal.