Facing which direction should one perform tharpanam? Is it East or South? Some books have stated it to be south. Please clarify.

It is best to perform tharpanam facing East similar to shraddham, etc.
Notes:
As per one tradition, sankalpam is done facing East and tharpanam facing South. Follow the tradition as per the advise of one’s tradition.