Research Research The Hierarchical Computations on Manycore Architectures (HiCMA) research group is focused on algorithmic and software challenges to exploiting computing environments of the future for scientific and engineering applications, and on efficiently realizing opportunities in science and engineering campaigns at KAUST within reach of today’s hardware. The HiCMA group aims at making KAUST a “destination institution” for computational science and engineering, realizing the twin goals of model-based predictive simulation and data-enabled inference. The HiCMA’s research priorities may be summarized in
Software Projects Research HiCMA Github HiCMA MOAO Github MOAO ExaGeoStat Github ExaGeoStat GIRIH Github GIRIH AL4SAN Github AL4SAN KBLAS Github KBLAS KSVD Github KSVD STARS-H Github STARS-H h2OPUS Github H2OPUS MLBS Github MLBS
Contact Us Info David Keyes Professor, Applied Mathematics and Computational Sciences Director, Extreme Computing Research Center Senior Associate to the President, King Abdullah University of Science and Technology Principal Investigator, Hierarchical Computations on Manycore Architectures Extreme Computing Research Center (ECRC) David Keyes is Professor of Applied Mathematics and Computational Science (AMCS) and the Director of the Extreme Computing Research Center (ECRC). He served as founding Dean of the CEMSE Division at KAUST from 2009-2012. He is also an Adjunct Professor and former Fu Foundation Chair
Join Us Info The Hierarchical Computations on Manycore Architectures (HiCMA) group at KAUST invites applications for a post-doctoral research scientist, effective immediately. The HiCMA group within the Extreme Computing Research Center (ECRC) is seeking newly minted PhDs committed to ushering in the data sparse renaissance in computational linear algebra and nonlinear preconditioning for full-time post-doctoral appointments, with a starting date as early as 1 July 2022. The positions span several areas of high-performance computing, including numerical linear algebra, second-order methods in optimization
Hierarchical Computations on Manycore Architectures Research Group Front Page optimal algorithms high-intensity computations matrix-free methods Professor David Keyes leads the so-called HiCMA research group, which stands for Hierarchical Computations on Manycore Architectures Research group areas of expertise and current scientific interests: optimal algorithms, high-intensity computations, matrix-free methods The activities of the group are mostly centered around network security problematics and, as the name of the group implies, the emphasis is put on the experimental validation of the novel solutions derived from our research. Several axes of research are explored in various projects, but they all have in common to start from a
Mixed Feelings About Mixed Precisions: Birds of a Feather at SC24! Summary What if we have been oversolving in computational science and engineering for decades? Are low precision arithmetic formats only for AI workloads? How can HPC applications exploit mixed-precision hardware features? This BoF invites the HPC community at large interested in applying mixed precisions into their workflows and discussing the impact on time-to-solution, memory footprint, data motion, and energy consumption. Experts from scientific applications/software libraries/hardware architectures will briefly provide the context on this trendy and timely topic, share their own
