Until recently, data scientists could design algorithms with the assumption that the data to be explored would be brought together in a single, centralized repository, such as a data lake or a cloud data center.
But with the explosion of data and the rise of the Internet of Things (IoT), social media, mobility and other new sources of data, the paradigm is shifting. We can no longer assume that data can all be brought into a single repository for analysis.
