 Since 1868 Doylestown, Pennsylvania, has held annual Memorial Day parades which it claims to be the nation's oldest continuously running.Grafton, WV has also had an ongoing parade since 1868.However, the Memorial Day parade in Rochester, Wisconsin, predates Doylestown's by one year.