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Monitoring has been pretty stuck conceptually in a rut of being little more than a noisy, whiny service on a huge bus of data for a long time. But, the mere term monitoring is a basis for slightly to much more things like capacity management, demand management, closed-loop horizontal auto-scaling, security analysis, advanced predictive analytics in general, and of course the usual data-driven novel business insight that people keep spamming as "Big Data" crap. Treating your monitoring data as a data warehouse is somewhat relatively new in IT beyond the usual tech companies, surprising enough.

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