John Mount has a short article showing off the cdata package:
Suppose we needed to un-pivot this data into a row oriented representation. Often big data transform steps can achieve a much higher degree of parallelization with “tall data”. With the
cdatapackage this transform is easy and performant, as we show below.
Read the whole thing.