By the memes of financial journalism, high-frequency trading is a "lucrative" practice, which involves scraping billions and billions of pennies into nice-sized piles of dollars.

Now comes some new research that suggests those piles aren't as big as many had thought.

University of Pennsylvania researchers Michael Kearns, Alex Kulesza and Yuriy...