In the R parallel package, there are two implementations of parallelism, e.g. fork and socket, with pros and cons. For the fork, each parallel thread is a complete duplication of the master process with the shared environment, including objects or variables defined prior to the kickoff of parallel threads. Therefore, it runs fast. However, the …