Without using google, (I had to use a much more archaic search engine) I found an answer
This may be one of those letter of the law answers.
Group: QueensRyche (There appears to be many covers of this song)
Song: Spreading the Disease
Album Operation Mindcrime from 1988.
And if you think that it was too easy, that took me ~20 minutes to find.