1. A method comprising: instantiating, by a processor that executes a virtual machine manager, a first virtual machine, wherein instantiating the first virtual machine comprises allocating memory and populating the memory with pages that indicate tasks assigned to the first virtual machine; in response to a determination that the first virtual machine is instantiated, capturing, by the processor, a copy of the memory; inspecting, by the processor, metadata associated with the copy of the memory for architecture information that indicates a memory architecture type of the first virtual machine based upon a central processing unit architecture of the first virtual machine, a first portion of the memory that is related to kernel code, and a second portion of the memory that is related to user code; inspecting, by the processor, the metadata associated with the copy of the memory for operating system information that indicates an operating system of the first virtual machine, a third portion of the memory that is related to file names, a fourth portion of the memory that is related to file addresses, and a fifth portion of the memory that is free; tagging, by the processor, the copy of the memory with the architecture information and the operating system information; in response to receiving an indication that a demand for the first virtual machine has increased, generating, by the processor, a clone of the first virtual machine; and fetching, based on the tagging, by the processor, a relevant portion of the memory that is semantically related to an instruction executed by the clone of the first virtual machine.