Members of his family continue to play blues in the Holly Springs area. His grandson, Cedric Burnside, tours with Kenny Brown, while his son Duwayne Burnside has played guitar with the North Mississippi Allstars. In 2004, the Burnside sons opened Burnside Blues Cafe, 30 miles southeast of Memphis in Holly Springs, Mississippi.