hi zulkarnain,
the high gain of amplifiers results in the very high power intensity in the optical fibers…this creates the non linear effects…
in the amplifiers like SOA the saturation of power levelm can create the frequency chirping…
moreover.
With high gain comes higher instability and hence high non linear effects which can degrade your system performance
with regards