We systematically investigate the e ect of blockage sites in a cellular automaton model for tra c ow. Di erent scheduling schemes for the blockage sites are considered. None of them returns a linear relationship between the fraction of \green" time and the throughput. We use this information for a fast implementation of a simulation of tra c in Dallas.