The deceased, identified as Havaldar and Prince, belonged to Uttar Pradesh and had been residing at a rented house for quite some time, police said.
While the father-son duo was sleeping, other members of the family including Havaldar's wife and other two sons had gone out when the mishap occurred, they said.
The bodies were pulled out of the debris by the neighbours, who informed the police about the matter.