A system context aware resource management, method of managing shared resources and services and a computer program product therefor. Client devices, e.g., handheld or mobile devices, request resources from provider computers, e.g., in a cloud environment. The provider computers provide cloud-based personal assistants. Resource requests from client devices may be context related that may be provided in response to a selected context. A resource management system schedules resource processing for requesting mobile client devices, initially, and responds to device context changes by selectively adjusting shared resource job priorities, e.g., creating a new job, pausing or restarting/resuming a respective job.