A note on new trends in data-aware scheduling and resource provisioning in modern HPC systems

摘要

The Big Data era [1,2] poses new challenges as well as significant opportunities for High-Performance Computing (HPC) systems such as how to efficiently turn massively large data into valuable information and meaningful knowledge? It is clear that computationally optimized new data-driven HPC techniques are required for processing Big Data in rapidly-increasing number of applications, such as Life Sciences, Particle Physics and Socio-economical systems.