While most personal computers today can process a few hundred thousand calculations per second, computer scientists are laying the groundwork for exascale machines that will process more than a million trillion – or 10^18 – calculations per second. Just a few months ago, scientists reached the long-sought-after high-performance computing milestone of one petaflop by processing more than a thousand trillion – or 10^15 – calculations per second.