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The data lake differentiates from other cool storage systems such as MAIDs (Massive Array of Idle Disks), storage vaults and tape archives, because the data remains online and fully accessible on a low-cost storage media like Apache HDFS, Ceph, or AWS Simple Storage Service (s3). In current technology vernacular, a data lake is essentially a very large body of cool data, typically in the 100s of terabytes to petabytes in size. But one thing is for sure – lakes, lochs, call them what you will – they’re popular places to go fishing.
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Scotland also has salt water sea lochs, full of stinging jellyfish. I grew up in Scotland, where lakes are called lochs, and rumours of monsters that lurk in the depths of ancient lochs abound. Lakes are tranquil, large pools of cool water, right? Well possibly. We can discern some subtle trends in the way people are doing things, and find distinctions in these expressions. In fact, many might say they’re synonymous and we’re just splitting hairs. There are many opinions and interpretations of these concepts, and they are broadly comparable. In this post we’ll explore the concepts of data lake, data hub and data lab.