Memory disaggregation has recently been adopted in data centers to improve resource
utilization, motivated by cost and sustainability. Recent studies on large-scale HPC facilities …

The deep learning models (DL) are becoming bigger, easily beyond the memory capacity of
a single accelerator. The recent progress in large DL training utilizes CPU memory as an …

Modern server and data center applications are characterized not only by big datasets, but
also by large instruction footprints that incur frequent cache and Translation Lookaside …

Data-intensive applications have attracted considerable attention from researchers in
information sciences and enterprises, as these applications have made evolutionary …

Alopecia is a condition that impacts over 50% of the global population. The Food and Drug
Administration (FDA) only approved topical minoxidil and oral finasteride for prevention of …