The incident took place at the north end of Gladwin Road, near the entrance to the JAMES sewer treatment plant.
One man was taken to hospital with minor injuries.
It is not known at this time what sparked the altercation.
Police are clearing the scene, and continue to investigate.
Check abbynews.com for updates.