Data-intensive computing is a class of
parallel computing applications which use a
data parallel approach to processing large volumes of data typically
terabytes or
petabytes in size and typically referred to as
big data. Computing applications which devote most of their execution time to computational requirements are deemed compute-intensive, whereas computing applications which require large volumes of data and devote most of their processing time to I/O and manipulation of data are deemed data-intensive.