Sparse triangular solve (SpTRSV) is one of the most important kernels in many real-world
applications. Currently, much research on parallel SpTRSV focuses on level-set construction …

Sunway TaihuLight system is the first supercomputer offering a peak performance over 100
PFlops, which can be utilized to parallelize Non-dominated Sorting Genetic Algorithm II …

Data security is the focus of information security. As a primary method, file encryption is
adopted for ensuring data security. Encryption algorithms created to meet the Data …

This paper reports our efforts on swCaffe, a high-efficient parallel framework for accelerating
deep neural networks (DNNs) training on Sunway TaihuLight, one of the fastest …

As the successor to Sunway TaihuLight, the new Sunway supercomputer has ultra-high
computing capacity, but the unique heterogeneous architecture presents performance …

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 …

A novel parallelization of discontinuous Galerkin time-domain (DGTD) method hybrid with
the local time step (LTS) method on Sunway supercomputers for electromagnetic simulation …

State-of-the-art neural network accelerators consist of arithmetic engines organized in a
mesh structure datapath surrounded by memory blocks that provide neural data to the …

Stencil is one of the indispensable computation patterns in scientific applications, which is a
long-standing optimization target in the field of high performance computing (HPC). The …

We present a new parallel model of computation suitable for spatial architectures, for which
the energy used for communication heavily depends on the distance of the communicating …