Please try to install with disabled audio, and also please check that you assigned not more than 1500 mb of memory, and memory allocation is set to manual
(Parallels Desktop -Preferences)
When VM is running from menu select Actions install Parallels Tools, otherwise you can click cd-rom icon in bottom panel and select image and select connect image and select /Library/Parallels/Tools/vmtools-linux.iso