Federal Aviation Administration regulations say carry-on items can't exceed dimensions of 22 by 14 by 9 inches, though you might find an inch or two of difference depending on the airline.
When in doubt, consult the TSA's list of what you can carry through the airport and check with your airline. Or, better yet, download the MyTSA app. It contains a "Can I Bring?" section, allowing you ...