Harry moved to Hollywood in 1935 with the Lennie Hayton Orchestra, which had been known as the Ipana Troubadors on Fred Allen's Show in New York, when it became the first orchestra on Your Hit Parade (eventually replaced in 1939 by the Raymond Scott).
After the war, Bluestone set up his own orchestra which backed Jo Stafford and Dinah Shore.