Abstract: A system, method and apparatus having a mobile device with a plurality of radio access technologies, a server computer in the cloud running a cognitive offloader and cloud scheduler improves the execution time and reduces energy use of an application program residing on or accessible to the mobile device and having a plurality of components by apportioning executable tasks and routing data between the mobile device and the server computer based upon a cognitive offloader algorithm aware of dynamic parameters such as CPU and memory use, energy costs for transmissions and measurements of connectivity. The scheduling of tasks apportioned between the computing devices in the system may be enlightened by a component dependency graph of the application that is used by the offloader algorithm.