Cook spaghetti according to package directions, usually 1 minute less in time (el dente); drain and rinse. Add a drizzle of olive oil so pasta does not stick together. Refrigerate until cool.
Place in a large bowl; add tomatoes, cucumber, salami, pepper, red onion, and olives.
Combine remaining ingredients; pour over salad and toss to coat. Add the Parmesan cheese; gently stir together. Cover and refrigerate for at least 2 hours; serve!