Bats Global Markets is in advanced talks with regulators to settle allegations that one of its units gave unfair advantages to high-speed traders, according to people close to the negotiations.

The expected pact is a major reason that Bats, the second-largest exchange operator in the US by volume, last month forced out its former president, William O'Brien, the people said.