Co-authors: Carl Steinbach and Vasanth Rajamani Big challenges in the big data ecosystem At LinkedIn, we have a number of challenges managing data in our complex data ecosystem. Changes to our infrastructure are often necessary to make progress, but they are difficult to accomplish without an expensive, large-scale, coordinated effort. Analytics processing...