Title :
An Experimental Study on How to Build Efficient Multi-core Clusters for High Performance Computing
Author :
Pinto, L.C. ; Tomazella, Luiz H B ; Dantas, M.A.R.
Author_Institution :
Dept. of Inf. & Stat. (INE ), Fed. Univ. of Santa Catarina, Florianopolis, Brazil
Abstract :
Multi-core technology produces a new scenario for communicating processes in an MPI cluster environment and consequently the involved trade-offs need to be uncovered. This motivation guided our research and lead to a new approach for setting up more efficient clusters built with commodities. Thus, alternatively to the utilization of non-commodity interconnects such as Myrinet and Infiniband, we present a proposal based on leaving cores idle relatively to application processing in order to build economically more accessible clusters of commodities with higher performance. Execution of fine-grained IS algorithm from NAS Parallel Benchmark revealed a speedup of up to 25%. Interestingly, a cluster organized according to the proposed setup was able to outperform a single multi-core SMP host in which all processes communicate inside the host. Therefore, empirical results indicate that our proposal has been successful for medium and fine-grained algorithms.
Keywords :
application program interfaces; message passing; multiprocessing systems; workstation clusters; MPI; high performance computing; message passing interface; multicore clusters; Clustering algorithms; Computational fluid dynamics; Distributed computing; Fabrics; High performance computing; Informatics; Multicore processing; Parallel processing; Parallel programming; Proposals; cluster computing; high performance computing; inter-process communication; parallel processing;
Conference_Titel :
Computational Science and Engineering, 2008. CSE '08. 11th IEEE International Conference on
Conference_Location :
Sao Paulo
Print_ISBN :
978-0-7695-3193-9
DOI :
10.1109/CSE.2008.63