I follow all the steps mention in MongoDB installation documents for Ubuntu 16.04.
Ubuntu 16.04
Steps 1:
sudo apt-key adv --keyserv
Most probably unit mongodb.service is masked. Use following command to unmask it.
sudo systemctl unmask mongod
and re-run
sudo service mongod start