Computational science is crucial for delivering reliable weather and climate predictions.
However, despite decades of high-performance computing experience, there is serious …

In order to facilitate flexible network service virtualization and migration, network functions
(NFs) are increasingly executed by software modules as so-called “softwarized NFs” on …

Memory and I/O performance bottlenecks in supercomputing simulations are two key
challenges that must be addressed on the road to Exascale. The new byte-addressable …

Nowadays, due to environmental problems and the lack of fossil fuels, the use of Electric
Vehicles (EVs) is extended. These systems need optimal planning and management, like all …

Scientific workflows on High-Performance Computing (HPC) consist of multiple data
processing and computing tasks with dependencies. Efficiently scheduling computing …

As HPC systems move into the Exascale era, parallel file systems are struggling to keep up
with the I/O requirements from data-intensive problems. While the inclusion of burst buffers …

Byte-addressable persistent memory (B-APM) presents a new opportunity to bridge the
performance gap between main memory and storage. In this paper, we present the usage …

HPC as a service (HPCaaS) is a new way to expose HPC resources via cloud services.
However, continued effort to port large-scale tightly coupled applications with high …

Naive backpropagation through time has a memory footprint that grows linearly in the
sequence length, due to the need to store each state of the forward propagation. This is a …

HPC systems are a critical resource for scientific research and advanced industries. The
increased demand for computational power and memory ushers in the exascale era, in …