Well Guys I found the Solution myself.
Previously I mapped the xml file path as I used to do in aspx pages.
But WCF Service doesn't take absolute path.
So I just replaced
ds.ReadXml("~/Products.xml");
with
ds.ReadXml(@"C:\Products.xml");
and It worked.
Regards,
Gittu