How much does when you travel affect costs? A lot in places like Japan, Italy and the Maldives

Travelers can save money by booking 'shoulder season' trips to Rome, Kyoto and the Maldives, but not so much in Dubai and New York City, reports CNBC's Monica Pitrelli.