Bhojanna, his wife Vijayalakshmiand their son Bharath, an engineering student, were sleeping when the incident took place late last night, police said.
Vijayalakshmiand Bharath succumbed at a hospital, while Bhojanna was undergoing treatment for burn injuries, police said.
Miscreants had locked the doors of the house from outside, before setting it ablaze, police said.