Taranto also has a large port . The natural harbor at Taranto made it a logical home port for the Italian naval fleet before and during the First World War . During World War II , Taranto became famous as a consequence of the November 1940 British air attack on the Regia Marina naval base stationed here , which is today called the Battle of Taranto .