The embodiment of the invention provides a method and device for providing computing resources, an apparatus and a storage medium, and relates to the field of cloud computing. The method comprises thesteps of creating a container in a virtual machine in response to a received allocation request for computing resources, and configuring a driver associated with the computing resources in the virtual machine; acquiring a configuration file which is created by the driver and corresponds to the computing resources; and loading the configuration file into the container so that the container can access the computing resource via the driver based on the use request for the computing resource. By utilizing a container to provide computing resources, the scheme enables a user to be free from the burden of installing a computing device driver and configuring a programming environment, and provides computing isolation for the user.