Abstract: A random data generation system having a transceiver and a processor is disclosed. The transceiver receives user defined attributes via a user interface of a user device. The user defined attributes include configuration information and workload information associated with a workload model. The configuration information includes information associated with an external system. The workload information includes information associated with a random data to be transmitted to the external system, and a first frequency at which the random data is to be transmitted during peak time duration and a second frequency at which the random data is to be transmitted during non-peak time duration. The processor may render the user interface, and obtain the user defined attributes. The processor may generate the random data, and transmit the random data to the external system based on the user defined attributes.