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Co-location refers to the practice by financial institutions of physically locating the computers that handle their algorithmic trading within an exchange's data centre. Being physically closer to exchange's order matching system shaves milliseconds off the time it takes for trades to be executed. This gives a financial institution a competitive edge in the market.
See also: Dark Pools, ECN, Flash Orders, Low Latency Trading