Long before GPUs became the focus of attention for parallel computing, most CPUs acquired a set of low level instructions that allowed multiple items of data to be operated on in a single instruction. SIMD – or Single Instruction Multiple Data – is one of the simplest and easiest parallel processing mechanisms. Essentially what it comes down to is packing multiple values into a single register and then perform the operation as if it was a single value. Of course, there are some overheads – you have to pack and unpack the data – but in most cases these can be minimized. Continue reading this article here.
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