The Dunc Gray Velodrome is located at Bass Hill approximately 5 kilometres north west of the Sydney suburb of Bankstown. The Dunc Gray Velodrome was opened on 28 November 1999 and is named after Edgar "Dunc" Gray, the first Australian to win a cycling Gold Medal at the Olympic Games (Los Angeles 1932). Costing $42 million as a track cycling venue for the Sydney 2000 Olympics, construction of the velodrome, as well as an 800m Criterium Practice Track, commenced in May 1998 and finished in November 1999. It currently has a seating capacity of 3,150, but was expanded to 5,821 seats to cater for the Sydney 2000 Olympic Games.
The first major international cycling event ever held was the Oceania International Cycling Grand Prix during from 8 to 12 December 1999 – an official pre-Olympic test event. In April 2000 it hosted the 'The Bankstown Millennium Buzz' performance in celebrating the Olympics and the millennium year. It hosted six days of track cycling events at the 2000 Summer Olympics, as well as Paralympic cycling.