Hierarchical clustering and k-means analysis of HPC application kernels performance characteristics

TitleHierarchical clustering and k-means analysis of HPC application kernels performance characteristics
Publication TypeConference Paper
Year of Publication2015
AuthorsGrodowitz, Megan.L., and Sreepathi Sarat
Conference NameHigh Performance Extreme Computing Conference (HPEC), 2015 IEEE
Date PublishedSept
Keywordsapplied physics applications, Bandwidth, fundamental physics applications, hierarchical clustering, HPC application kernel performance characteristics, Instruction sets, k-means analysis, Kernel, Measurement, microoperation mix, off-chip memory bandwidth measurements, parallel processing, pattern clustering, physics computing, Runtime, scientific kernels
DOI10.1109/HPEC.2015.7322484