A survey of CPU-GPU heterogeneous computing techniques

S Mittal, JS Vetter - ACM Computing Surveys (CSUR), 2015 - dl.acm.org
As both CPUs and GPUs become employed in a wide range of applications, it has been
acknowledged that both of these Processing Units (PUs) have their unique features and …

10M-core scalable fully-implicit solver for nonhydrostatic atmospheric dynamics

C Yang, W Xue, H Fu, H You, X Wang… - SC'16: Proceedings …, 2016 - ieeexplore.ieee.org
An ultra-scalable fully-implicit solver is developed for stiff time-dependent problems arising
from the hyperbolic conservation laws in nonhydrostatic atmospheric dynamics. In the …

MilkyWay-2 supercomputer: system and application

X Liao, L Xiao, C Yang, Y Lu - Frontiers of Computer Science, 2014 - Springer
Abstract On June 17, 2013, MilkyWay-2 (Tianhe-2) supercomputer was crowned as the
fastest supercomputer in the world on the 41th TOP500 list. This paper provides an overview …

A comparison of binarization methods for historical archive documents

J He, QDM Do, AC Downton… - … Conference on Document …, 2005 - ieeexplore.ieee.org
This paper compares several alternative binarization algorithms for historical archive
documents, by evaluating their effect on end-to-end word recognition performance in a …

Acceleration of a full-scale industrial cfd application with op2

IZ Reguly, GR Mudalige, C Bertolli… - … on Parallel and …, 2015 - ieeexplore.ieee.org
Hydra is a full-scale industrial CFD application used for the design of turbomachinery at
Rolls Royce plc., capable of performing complex simulations over highly detailed …

Ultra-scalable CPU-MIC acceleration of mesoscale atmospheric modeling on Tianhe-2

W Xue, C Yang, H Fu, X Wang, Y Xu… - IEEE Transactions …, 2014 - ieeexplore.ieee.org
In this work an ultra-scalable algorithm is designed and optimized to accelerate a 3D
compressible Euler atmospheric model on the CPU-MIC hybrid system of Tianhe-2. We first …

A highly effective global surface wave numerical simulation with ultra-high resolution

F Qiao, W Zhao, X Yin, X Huang, X Liu… - SC'16: Proceedings …, 2016 - ieeexplore.ieee.org
Surface wave is the most energetic form of motions in the ocean and is crucially important to
navigation safety and climate change. High-resolution global wave model plays a key role in …

Enabling and scaling a global shallow-water atmospheric model on Tianhe-2

W Xue, C Yang, H Fu, X Wang, Y Xu… - 2014 IEEE 28th …, 2014 - ieeexplore.ieee.org
This paper presents a hybrid algorithm for the petascale global simulation of atmospheric
dynamics on Tianhe-2, the world's current top-ranked supercomputer developed by China's …

High performance reconfigurable computing for numerical simulation and deep learning

L Gan, M Yuan, J Yang, W Zhao, W Luk… - CCF Transactions on High …, 2020 - Springer
Due to their customizable on-chip resources, reconfigurable computing platforms such as
FPGAs are able to achieve better time-to-solution and energy-to-solution than general …

26 pflops stencil computations for atmospheric modeling on sunway taihulight

Y Ao, C Yang, X Wang, W Xue, H Fu… - 2017 IEEE …, 2017 - ieeexplore.ieee.org
Stencil computation arises from a broad set of scientific and engineering applications and
often plays a critical role in the performance of extreme-scale simulations. Due to the …