Remove carpet rubber backing from concrete floor

I am working inch by inch on an entire basement floor of concrete to remove the old black rubber backing left after removing years old shag carpeting. Is there some method or product I can use to speed up the process - scraping only is tedious project. Any suggestions appreciated.