High-frequency trading has taken place at least since 1999, after the U.S. Securities and Exchange Commission authorized electronic exchanges in 1998. At the turn of the 21st century, HFT trades had an execution time of several seconds, whereas by 2010 this had decreased to milli- and even microseconds.