Combine tomatoes and hot water in a small bowl; let stand 10 minutes.
Drain and cut tomatoes into quarters.
Combine dressing and next 4 ingredients in a small bowl, stirring well.
Combine tomato and arugula in a bowl, tossing lightly.
Drizzle dressing mixture over arugula mixture.
Sprinkle with Parmesan cheese.