10km by the end of October?

A long time ago I was a competitive cyclist. I also did some running to supplement my training. That was about 12 years ago. I've kept active but nothing serious cardio related. I've decided to run our local annual 10km at the end of October. Do you think it's possible? I've been doing some short runs for the last week (day on day off). 54 year old male