7ZIP on Ubuntu server

Install p7zip (7zip)
sudo apt-get install p7zip

To Compress:
p7zip mystuff

To decompress:
p7zip -d mystuff.7z 

Reference URL: http://tombuntu.com/index.php/2008/07/21/add-7z-7-zip-file-archive-support-to-ubuntu/