I’ve recently moved in Dubai South and its actually great walking with your dogs in the morning as the area is quiet.
There are dog groups in the area, you can get more info from them:
The Pulse Dubai South
The PULSE Residents Community Dubai South
But generally, it is a dog-friendly place