Something does not add up here ...
Each team was equipped with a server containing 128 Intel Xeon processors running at 2.5 GhZ and boasting over a thousand processing cores, 16TB of RAM and a liquid cooling system that required 250 gallons of water per minute to cool the big iron.
I call bullshit.
250 US gallons per minute is 15.8 liters per second, which at near-ambient temperature is also about 15.8 kg/s. Water heat capacity is about 4.2 kJ/kg-K. Assuming that the outflow of the heat exchanger is about 20 degrees warmer than the inflow, we end up with approximately 1.3 MW of thermal power, or more than 10 KW per processor.
I know Intel CPUs are not very power efficient - but this is more than an order of magnitude too high, even including all the possible system gubbins.