Title :
Servet: A benchmark suite for autotuning on multicore clusters
Author :
González-Domínguez, Jorge ; Taboada, Guillermo L. ; Fraguela, Basilio B. ; Martín, María J. ; Touri, Juan
Author_Institution :
Dept. of Electron. & Syst., Univ. of A Coruna, A Corua, Spain
Abstract :
The growing complexity in computer system hierarchies due to the increase in the number of cores per processor, levels of cache (some of them shared) and the number of processors per node, as well as the high-speed interconnects, demands the use of new optimization techniques and libraries that take advantage of their features. In this paper Servet, a suite of benchmarks focused on detecting a set of parameters with high influence in the overall performance of multicore systems, is presented. These benchmarks are able to detect the cache hierarchy, including their size and which caches are shared by each core, bandwidths and bottlenecks in memory accesses, as well as communication latencies among cores. These parameters can be used by auto-tuned codes to increase their performance in multicore clusters. Experimental results using different representative systems show that Servet provides very accurate estimates of the parameters of the machine architecture.
Keywords :
cache storage; multiprocessing systems; optimisation; Servet; auto-tuned code; autotuning; cache hierarchy; multicore cluster; optimization technique; Bandwidth; Clustering algorithms; Computer architecture; Delay; Hardware; Libraries; Multicore processing; Parallel architectures; Parallel processing; Parameter estimation; Autotuning; Benchmarking; Multicore Clusters; Optimization;
Conference_Titel :
Parallel & Distributed Processing (IPDPS), 2010 IEEE International Symposium on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-6442-5
DOI :
10.1109/IPDPS.2010.5470358