It is impossible. One exchange offers the trading of BTC, USD pair. You can use dollar buy BTC , or use BTC to buy dollar. How could you do the arbitrage in one exchange? Except you buy at a price, then wait for a while and sell out if the price increases later. It is just trading btcusd pair.