Title :
The performance impact of computational efficiency on HPC clusters with hyper-threading technology
Author :
Celebioglu, Onur ; Saify, Amina ; Leng, Tau ; Hsieh, Jenwei ; Mashayekhi, Victor ; Rooholamini, Reza
Abstract :
Summary form only given. The effect of Intel® hyper-threading (HT) technology on a system´s performance varies according to the characteristics of the application running on the system and the configuration of the system. High performance computing (HPC) clusters introduce additional variables, such as the math libraries used in solving linear algebra equations that can affect the performance of scientific and engineering applications in particular. We study the effect of HT on MPI-based applications by varying the math library. We configure an Intel-based HPC cluster and used the High Performance Linpack (HPL) benchmark to study the performance characteristics without changing hardware or communication parameters, but by linking the application with different math libraries. What we have found is that, even though the application or hardware parameters remain the same, HT may help or hinder the overall performance of the cluster depending on the computational efficiency of the mathematical functions.
Keywords :
benchmark testing; message passing; multi-threading; multiprocessing systems; performance evaluation; software libraries; High Performance Linpack benchmark; Intel-based HPC cluster; MPI-based applications; computational efficiency; high performance computing; hyper-threading technology; math library; message passing; Application software; Computational efficiency; Hardware; High performance computing; Libraries; Linear algebra; Parallel processing; Resource management; Surface-mount technology; Yarn;
Conference_Titel :
Parallel and Distributed Processing Symposium, 2004. Proceedings. 18th International
Print_ISBN :
0-7695-2132-0
DOI :
10.1109/IPDPS.2004.1303311