Aspects are described for managing a network of things and applications that are distributed, such as geographically or globally distributed. One exemplary aspect of the system and method is based on a centralized cloud-based processing unit that implements a Rule Processing Application (RPA) and compiles a set of User Rules. The execution of the User Rules is distributed across a number of independent Decision Making Algorithms (DMA). Each DMA can be implemented in one or more devices (e.g., servers, gateways, processing units, etc.) distributed across the network such as a worldwide network. One exemplary method also utilizes gateways within Local Area Networks (LANs) with the characteristics that (i) each gateway communicates with a centralized cloud-based processing unit and (ii) each gateway can respond to commands from the centralized cloud-based processing unit to alter the gateway's functionality and implement a DMA (in whole or in part).