Data centers provide good environments for distributed computing as they are easily
accessible and may have low-latency communication between nodes [1]; often, however …

Artificial intelligence (AI) depends on data. In sensitive domains–such as healthcare,
security, finance, and many more–there is therefore a tension between unleashing the …

Molecular Dynamics (MD) is a computer simulation technique that executes iteratively over
discrete, infinitesimal time intervals. It has been a widely utilized application in the fields of …

Abstract Machine learning has evolved significantly recently and has penetrated every
aspect of science, technology, and daily life. As application prediction demands higher …

Network performance has contributed fundamentally to the growth of supercomputing over
the past decades. In parallel, High Performance Computing (HPC) peak performance has …

One of the great advances in computation over the last 20 years is the availability,
connectivity, and growth of datacenters. These advances in the datacenter have motivated …