More and more applications, business or scientiic, require intensive and complex processing of data along with computing power. Yet the development of real distributed applications has been hindered so far by programming diiculties. The Message Passing Interface standard (MPI) for message passing programs makes development easier through its portability and its high level language facilities (i...

Standard testing and debugging techniques are notoriously ineffective when applied to parallel programs, due to the numerous sources of nondeterminism arising from parallelism. MPI-Spin, an extension of the model checker Spin for verifying and debugging MPI-based parallel programs, overcomes many of the limitations associated with the standard techniques. By exploring all possible executions of...

malmquist productivity index (mpi) is a numeric index that is of great importance in measuring productivity and its changes. in recent years, tools like dea have been utilized for determining mpi. in the present paper, some models are recommended for calculating mpi when there are just ratio data available. then, using dea and dea-r, some models are proposed under the constant returns to scale ...

PVM (the current version 3.4) as well as many current MPI implementations force application programmers to use active polling (also known as busy waiting) in larger parallel programs. This serious problem is related to thread-unsafety of these communication libraries. While the MPI specification is very careful in this respect, the implementations are not. We present a new mechanism of interrup...

This paper reports the design and implementation of OpenSHMEM over MPI using new one-sided communication features in MPI3, which include not only new functions (e.g. remote atomics) but also a new memory model that is consistent with that of SHMEM. We use a new, non-collective MPI communicator creation routine to allow SHMEM collectives to use their MPI counterparts. Finally, we leverage MPI sh...

Two alternative dual-level parallel implementations of the Multiblock Grid Princeton Ocean Model (MGPOM) are compared in this paper. The first one combines the use of two programming paradigms: message passing with the Message Passing Interface (MPI) and shared memory with OpenMP (version called MPI-OpenMP); the second uses only OpenMP (version called OpenMP-Only). MGPOM is a multiblock grid co...

A major challenge in PDE software is the balance between user-level flexibility and performance on heterogeneous hardware. We discuss our ideas on how this challenge can be tackled, exemplarily for the DUNE framework and in particular its linear algebra and solver components. We demonstrate how the former MPI-only implementation is modified to support MPI+[CPU/GPU] threading and vectorisation. ...

In this paper, we present a threads-only implementation of MPI, called TOMPI, that allows eecient development of parallel programs on a workstation. The communication and context-switching overhead is reduced signiicantly compared to existing MPI implementations , by the use of threads and shared memory in place of UNIX processes and often sockets. Results demonstrate the scalability of TOMPI i...