Hi Ranjeet,
Aside from the aforementioned disadvantages, there are also advantages to it such as lower cost of SOA as well as smaller size of SOA when compared to EDFA and the fact that it can be electrically pumped.
Source:
http://www.fiber-optic-tutorial.com/comparison-of-different-optical-amplifiers.html
Regards