Thanks for your quick response. Here are some more details for you.
We have setup the WPMU in subdirectory structure as follows -
Also we have not setup any SSL or other security plugin. And we have hosted our site in managed wordpress hosting of godaddy.com;
Here are some other broken urls for your further reference.