Pour water and sugar in a large pot and boil for 5 minutes. Next add the cloves and cinnamon, stirring until the mixture turns into syrup. In a second pot, pour oil and let it heat for 2-3 minutes. Add the semolina to the hot oil and stir until thoroughly mixed. Finally add the syrup to the semolina mix, lower the heat and stir for 3-4 minutes until the mixture thickens.