Having one or two cancelled courses on your transcript isn't a big deal to grad schools. They won't care. It would only be a problem if you had like 3 cancelled courses per term.
You can pick up another course next term (taking 6 classes instead of 5), and then you'll still take the amount of units you need for the year. I did this a few times, the courseload isn't too bad.