System, method, computer program product embodiments and combinations and sub-combinations thereof for elastic resource provisioning are provided. An embodiment includes grouping physical resources in an asymmetric distributed cluster of data processing nodes logically into one or more provisions. Further included are configuring access to the physical resources with the one or more provisions, and managing adjustment of operations among the data processing nodes in correspondence with adjustment to the physical resources through the one or more provisions and transparently to an application utilizing the physical resources.