The definition I like is that it's when the size of the data becomes a significant challenge to solving your problem.
For example 1TB of data won't fit in memory, but if all you need to do is a sequential read in under a day then it's not a problem.
For example 1TB of data won't fit in memory, but if all you need to do is a sequential read in under a day then it's not a problem.