Methods and apparatus for providing unified access to various data resources using virtualized services

A non-transitory processor-readable medium stores code representing instructions to be executed by a processor. The code causes the processor to receive, from a client device, a request for a service associated with a set of compute devices. The processor is caused to define a normalized request, based on a metadata associated with service requirements. The processor is caused to define a translated request for a compute device from the set of compute devices based on the normalized request. The processor is caused to send the translated request to the compute device in accordance with an endpoint interface associated with a format of the translated request. The processor is caused to receive data associated with the service from the compute device, in response to the translated request. The processor is caused to send, to the client device, a response having a format associated with the client device based on the data.