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Parallel and distributed systems enable large number of applications to benefit from a number of computationally powerful cores across networked computers. This paper brings forth a proposed idea to develop a “FTP engine” which is capable of uploading, downloading and deleting files in a parallel manner, utilizing all the available processors in a multiprocessor or a multicore environment. The FTP engine follows the mechanism of automatic thread and data assignments employing Multi-resolution Thread Selection (MTS) in order to distribute parallel workloads in a distributed computing environment without user involvement. This engine reduces the file transfer time drastically thereby increasing the CPU usage to maximum.