The Who. St. Louis Checkerdome. 1982 or 83
Emerson, Lake and Palmer. 1977 at the Spectrum in Philly.
First big show was the Beach Boys at the Cincinnati Gardens in Cincinnati, Ohio in 1965. If the BB don't qualify as "rock" then it would be the Rolling Stones at the Academy of Music in New York City also in 1965.