Public international benchmarks for parallel computers: PARKBENCH committee: Report-1
Scientific Programming
IBM Systems Journal
Analyzing the Performance of MPI in a Cluster of Workstations Based on Fast Ethernet
Proceedings of the 4th European PVM/MPI Users' Group Meeting on Recent Advances in Parallel Virtual Machine and Message Passing Interface
A Comparison of MPI Performance on Different MPPs
Proceedings of the 4th European PVM/MPI Users' Group Meeting on Recent Advances in Parallel Virtual Machine and Message Passing Interface
SKaMPI: A Detailed, Accurate MPI Benchmark
Proceedings of the 5th European PVM/MPI Users' Group Meeting on Recent Advances in Parallel Virtual Machine and Message Passing Interface
Achieving Performance Portability with SKaMPI for High-Performance MPI Programs
ICCS '01 Proceedings of the International Conference on Computational Science-Part II
Benchmark Design for Characterization of Balanced High-Performance Architectures
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
MPI Optimization for SMP Based Clusters Interconnected with SCI
Proceedings of the 7th European PVM/MPI Users' Group Meeting on Recent Advances in Parallel Virtual Machine and Message Passing Interface
Working with MPI Benchmarking Suites on ccNUMA Architectures
Proceedings of the 7th European PVM/MPI Users' Group Meeting on Recent Advances in Parallel Virtual Machine and Message Passing Interface
A Benchmark for MPI Derived Datatypes
Proceedings of the 7th European PVM/MPI Users' Group Meeting on Recent Advances in Parallel Virtual Machine and Message Passing Interface
Effective Communication and File-I/O Bandwidth Benchmarks
Proceedings of the 8th European PVM/MPI Users' Group Meeting on Recent Advances in Parallel Virtual Machine and Message Passing Interface
On Benchmarking Collective MPI Operations
Proceedings of the 9th European PVM/MPI Users' Group Meeting on Recent Advances in Parallel Virtual Machine and Message Passing Interface
Performance Analysis of MPI Collective Operations
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 15 - Volume 16
A Simple, Pipelined Algorithm for Large, Irregular All-gather Problems
Proceedings of the 15th European PVM/MPI Users' Group Meeting on Recent Advances in Parallel Virtual Machine and Message Passing Interface
Proceedings of the 15th European PVM/MPI Users' Group Meeting on Recent Advances in Parallel Virtual Machine and Message Passing Interface
A Pipelined Algorithm for Large, Irregular All-Gather Problems
International Journal of High Performance Computing Applications
Job-resource matchmaking on Grid through two-level benchmarking
Future Generation Computer Systems
Unibus-managed Execution of Scientific Applications on Aggregated Clouds
CCGRID '10 Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing
International Journal of High Performance Computing Applications
Toward performance models of MPI implementations for understanding application scaling issues
EuroMPI'10 Proceedings of the 17th European MPI users' group meeting conference on Recent advances in the message passing interface
Transparent neutral element elimination in MPI reduction operations
EuroMPI'10 Proceedings of the 17th European MPI users' group meeting conference on Recent advances in the message passing interface
Comparison of MPI benchmark programs on an SGI altix ccNUMA shared memory machine
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
Collective operations in NEC's high-performance MPI libraries
IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing
International Journal of High Performance Computing Applications
MPI collective algorithm selection and quadtree encoding
EuroPVM/MPI'06 Proceedings of the 13th European PVM/MPI User's Group conference on Recent advances in parallel virtual machine and message passing interface
The new multidevice architecture of MetaMPICH in the context of other approaches to grid-enabled MPI
EuroPVM/MPI'06 Proceedings of the 13th European PVM/MPI User's Group conference on Recent advances in parallel virtual machine and message passing interface
Rapid development of application-specific network performance tests
ICCS'05 Proceedings of the 5th international conference on Computational Science - Volume Part II
Detecting unaffected message races in parallel programs
GPC'06 Proceedings of the First international conference on Advances in Grid and Pervasive Computing
Influences between performance based scheduling and service level agreements
Euro-Par'11 Proceedings of the 2011 international conference on Parallel Processing - Volume 2
Revealing the performance of MPI RMA implementations
PVM/MPI'07 Proceedings of the 14th European conference on Recent Advances in Parallel Virtual Machine and Message Passing Interface
mpicroscope: towards an MPI benchmark tool for performance guideline verification
EuroMPI'12 Proceedings of the 19th European conference on Recent Advances in the Message Passing Interface
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In this paper we describe the diffculties inherent in making accurate, reproducible measurements of message-passing performance. We describe some of the mistakes often made in attempting such measurements and the consequences of such mistakes. We describe mpptest, a suite of performance measurement programs developed at Argonne National Laboratory, that attempts to avoid such mistakes and obtain reproducible measures of MPI performance that can be useful to both MPI implementors and MPI application writers. We include a number of illustrative examples of its use.