From the programmer’s perspective the distinction between hardware and software is being blurred. As programmers struggle to meet the performance requirements of today’s systems they will face an ever increasing need to exploit alternative computing elements such as graphics processing units (GPUs), which are graphics cards subverted for data-parallel computing,11 and field-programmable gate arrays (FPGAs), or soft hardware. The current iteration of mainstream computing architectures is based on...