A novel data-partitioning algorithm for performance optimization of data-parallel applications on heterogeneous HPC platforms
H Khaleghzadeh, RR Manumachu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Modern HPC platforms have become highly heterogeneous owing to tight integration of
multicore CPUs and accelerators (such as Graphics Processing Units, Intel Xeon Phis, or …
multicore CPUs and accelerators (such as Graphics Processing Units, Intel Xeon Phis, or …
The ESCAPE project: energy-efficient scalable algorithms for weather prediction at exascale
A Müller, W Deconinck, C Kühnlein… - Geoscientific Model …, 2019 - gmd.copernicus.org
In the simulation of complex multi-scale flows arising in weather and climate modelling, one
of the biggest challenges is to satisfy strict service requirements in terms of time to solution …
of the biggest challenges is to satisfy strict service requirements in terms of time to solution …
Adaptation of MPDATA heterogeneous stencil computation to Intel Xeon Phi coprocessor
The multidimensional positive definite advection transport algorithm (MPDATA) belongs to
the group of nonoscillatory forward‐in‐time algorithms and performs a sequence of stencil …
the group of nonoscillatory forward‐in‐time algorithms and performs a sequence of stencil …
A hierarchical data-partitioning algorithm for performance optimization of data-parallel applications on heterogeneous multi-accelerator NUMA nodes
H Khaleghzadeh, RR Manumachu… - IEEE Access, 2019 - ieeexplore.ieee.org
Modern HPC platforms are highly heterogeneous with tight integration of multicore CPUs
and accelerators (such as Graphics Processing Units, Intel Xeon Phis, or Field …
and accelerators (such as Graphics Processing Units, Intel Xeon Phis, or Field …
Adaptation of fluid model EULAG to graphics processing unit architecture
The goal of this study is to adapt the multiscale fluid solver EULerian or LAGrangian
framewrok (EULAG) to future graphics processing units (GPU) platforms. The EULAG model …
framewrok (EULAG) to future graphics processing units (GPU) platforms. The EULAG model …
Exploration of OpenCL heterogeneous programming for porting solidification modeling to CPU‐GPU platforms
This article provides a comprehensive study of OpenCL heterogeneous programming for
porting applications to CPU–GPU computing platforms, with a real‐life application for the …
porting applications to CPU–GPU computing platforms, with a real‐life application for the …
Machine learning method for energy reduction by utilizing dynamic mixed precision on GPU‐based supercomputers
K Rojek - Concurrency and Computation: Practice and …, 2019 - Wiley Online Library
In this work, we propose a method that allows us to reduce energy consumption of an
application executed on supercomputing centers. The proposed method is based on a …
application executed on supercomputing centers. The proposed method is based on a …
Energy‐aware mechanism for stencil‐based MPDATA algorithm with constraints
In this paper, we propose an energy‐aware task management mechanism designed for the
forward‐in‐time algorithms running on multicore central processing units (CPUs), where the …
forward‐in‐time algorithms running on multicore central processing units (CPUs), where the …
Porting and optimization of solidification application for CPU–MIC hybrid platforms
L Szustak, K Halbiniak, L Kuczynski… - … Journal of High …, 2018 - journals.sagepub.com
Modern heterogeneous computing platforms have become powerful HPC solutions, which
could be applied to a wide range of real-life applications. In particular, the hybrid platforms …
could be applied to a wide range of real-life applications. In particular, the hybrid platforms …
[PDF][PDF] Adaptation of multidimensional positive definite advection transport algorithm to modern high-performance computing platforms, Int
In this study, we report development of two innovatory parallel implementations of the
Multidimensional Positive Definite Advection Transport Algorithm (MPDATA). MPDATA is the …
Multidimensional Positive Definite Advection Transport Algorithm (MPDATA). MPDATA is the …