Assuming you have a limited number of starting points in mind and aren't looking to do a worldwide search, you can do this with Matrix - ITA Software.

In the Origin field enter in all the possible departure points separated by commas. In the advanced routing codes field put in C:QR+ to limit the search for Qatar. SIN will be your destination. Select your dates and class and away you go. Sort by price to get the cheapest.