Distributed Analytics for Industry

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In some instances, data needs to be processed centrally, such as in a cloud, to drive strategic decisions.  In other situations, decisions will need to be instantaneous, meaning that centralized solutions cannot be used.  From the edge to the cloud, how should companies think through the different ways of employing analytics?