Heterogeneous computing and exploration into specialized accelerators are inevitable in
current and future supercomputers. Although this diversity of devices is promising for …

In computational biology, biological database search has been playing a very important role.
Since the COVID-19 outbreak, it has provided significant help in identifying common …

N-body simulations are essential tools in physical cosmology to understand the large-scale
structure (LSS) formation of the universe. Large-scale simulations with high resolution are …

The ARM-based server processors have been gaining momentum in high performance
computing (HPC). While not designed specifically for HPC, Huawei Kunpeng 916 processor …

In this paper, we report the implementation and measured performance of our extreme-scale
whole planetary ring simulation code on Sunway TaihuLight and two PEZY-SC2 systems …

Abstract The Silicon-Crystal application based on molecular dynamics (MD) is used to
simulate the thermal conductivity of the crystal, which adopts the Tersoff potential to simulate …

As the computational cost and datasets available for deep neural network training continue
to increase, there is a significant demand for fast distributed training on supercomputers …

Modern processors provide hundreds of low-level hardware events (such as cache miss
rate), but offer only a small number (usually 6–12) of hardware counters to collect these …

Accelerator-based heterogeneous computing has become the de facto standard in
contemporary high-performance machines, including upcoming exascale machines. These …