Scottish Water crews are on site repairing the pipe which is affecting water supply in the G22 area.
It is hoped the pipe will be repaired by 1.10pm.
The firm says the water supply should gradually return to normal for customers once they have completed the repair.
They do not plan to distribute bottled water to residents due to the timeframe the repair will take to complete.
A spokesperson said: “We are currently repairing a burst water pipe which is causing the interruption to the water supply for customers in Glasgow, G22.
“The estimated completion time for the repair is 13:10hrs. We expect to complete the repair in a timeframe which means we do not plan to provide bottled water.
“The water supply will gradually return to normal for customers once the repair has been completed.”