Attributes of the Top National Buyers of HPC Resources for Deep Learning and Machine Learning

This Special Study looks at the evolution and changes in file systems used for technical computing. Although the file system sector may appear to be mature, significant changes are occurring across many fronts spanning business, technology, workload requirements, and competitive forces.

Sustainability is the societal goal of existing on this planet in a way that meets the needs of today without compromising the needs of future generations. Sustainability in terms of the HPC market can be described as meeting the needs of present users without compromising the needs of future users, with a focus on the extraordinary power requirements of HPC systems. Over the past few years, Hyperion Research has been tracking the growing influence the goal of sustainability has had on HPC procurement decision-making at various HPC sites around the world. HPC site managers/directors have had to consider the current global energy crisis and geopolitical climate alongside the HPC market, and begin planning and implementing ways to make HPC operations at their sites more sustainable.