@article {923, title = {High-Performance Conjugate-Gradient Benchmark: A New Metric for Ranking High-Performance Computing Systems}, journal = {The International Journal of High Performance Computing Applications}, year = {2015}, abstract = {We describe a new high-performance conjugate-gradient (HPCG) benchmark. HPCG is composed of computations and data-access patterns commonly found in scientific applications. HPCG strives for a better correlation to existing codes from the computational science domain and to be representative of their performance. HPCG is meant to help drive the computer system design and implementation in directions that will better impact future performance improvement.}, keywords = {Additive Schwarz, HPC Benchmarking, Multigrid smoothing, Preconditioned Conjugate Gradient, Validation and Verification}, doi = {10.1177/1094342015593158}, author = {Jack Dongarra and Michael A. Heroux and Piotr Luszczek} }