The site for the Armstrong Avenue school was cleared in 1911. In 1955 the original structure was replaced by a new building and additions were constructed in 1962, 1964, 1967 and 1969. Armstrong Avenue was named after J.C. Armstrong, an early property owner of Burnaby who was involved in the effort to make Burnaby a municipality in 1892.