From Lakes to Hubs to Graph

Last month I posted a short note on my LinkedIn account on the unfortunate decline of MapR. A company that had brilliant engineers trying to find a place in the crowded data products market. On the bright side, I was happy to see my post generated a lot of discussions and made many people think more about where the "Big Data" industry is going and how this will impact large-scale enterprise analytics that are behind many of the innovations in AI. So here are my predictions on how the change in data-at-scale is driving the evolution of AI. Before we talk about the future of integration data patterns, let's recap three Big Data architectural patterns and how they are different.