Yes...semolina is flour from durum wheat, which is most often used in making pasta.
You can find fine white wheat semolina at Indian food stores. It may be labelled "Rawa"..."Sooji" is coarser semolina.
For sure they have it at stores in Little India - try B.J.'s Supermarket.