A short overview on how GPGPUs and Fat Nodes can provide an approach to deal with exponential growth demands in computing that is found not just in major companies such as Google or YouTube but in many major Irish companies as well. This hardware/software approach can accelerate your processing infrastructure whilst reducing its costs (CapEx and OpEx) and size.