Analytics and Exponential, Unpredictable Growth

In the Big Data era, will the data required for a new analysis follow a linear, easy to predict growth curve or an exponential, impossible to predict growth curve?
https://datafloq.com/read/analytics-exponential-unpredictable-growth/957