Artificial intelligence (AI) and algorithmic decision making are having a profound impact on
our daily lives. These systems are vastly used in different high-stakes applications like …

The prevalence of scientific workflows with high computational demands calls for their
execution on various distributed computing platforms, including large-scale leadership-class …

Understanding the designs and performance characterizations of hot interconnects on
modern data center and high-performance computing (HPC) clusters is a fruitful research …

To facilitate the co-design of next generation hardware architectures, it is critical to
characterize the workloads of deep learning (DL) applications and assess their …

An in-depth overview of an emerging field that brings together high-performance computing,
big data processing, and deep lLearning. Over the last decade, the exponential explosion of …

In recent years, the convergence of High Performance Computing (HPC) and artificial
intelligence (AI) makes the community desperately need a benchmark to guide the design of …

With the emergence of more and more “AI+ Field+ HPC” applications, it is urgent to solve the
problem of scheduling and management of High-Performance Computing (HPC) resources …

Electromobility has profound economic and ecological impacts on human society. Much of
the mobility sector's transformation is catalyzed by digitalization, enabling many …