space check on unix machines

I am having space issues on 1 of the UNIX servers. I am executing the below command to check the space utilization. But this command is very slow and takes hours of time to give the result.

du -sg * | sort -nr >> /my/home/dir/space_20150303

Is there any better way to check the space utilization?