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Cluster computing provides a distributed memory model to users and therefore requires message-passingprotocols to exchange data. Among message-passing protocols (such as MPI, PVM, ESP), MPI (MessagePassing Interface) and PVM (Parallel Virtual Machine) are adopted as most popular protocols for distributed memory computing model. In this paper, we give a practical comparative study on the performance of MPICH 1.2.1, LAM/MPI6.3.2 and PVM 3.4.2 implementations of the MPI and PVM protocols, on adoi:10.15625/1813-9663/17/3/2623 fatcat:u2lzay3xkbcx7gwjj7ypivv26u