Most people here won't be able to advise you one way or another since we can't see the actual road, or observe the actual conditions. However, the thought that a possibly fast, busy, and major thoroughfare without a shoulder or a bike lane, would give me some pause for alarm.

However, if it's not that fast, but just busy, and has a bicycle lane, I wouldn't give it a second thought. I'd go for it!