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

Expertise is now a major concern for both HPC and AI users, outranked only by budget concerns among top barriers to expanding HPC on-premises. A third of HPC sites (33.1%) reported that lack of knowledge or skilled support staff was one of their top three barriers. Only a third of respondents (35.4%) report that they do not have any staffing concerns within the next year. When asked about barriers to furthering AI capabilities, AI-specific expertise was identified as a significant concern. Other significant barriers also included access to AI expertise (48.9%), skills in AI model development (47.2%), and skills in AI programming (36.1%). This data is from an annual study that is part of the eighth edition of Hyperion Research's HPC end-user-based tracking of the HPC marketplace. It included 181 HPC end-user sites with 3,830 HPC systems.

The Barcelona Supercomputing Center-Centro Nacional de Supercomputación (BSC-CNS)1 has long been recognized as one of the leading scientific research and computational science centers in Europe, if not the world. With its mission to "…research, implement, manage, and transfer technology and knowledge in the area of HPC with the aim of facilitating progress in a variety of scientific fields…", BSC-CNS has made significant research and scientific contributions to its primary focus areas of computer, life, earth, and engineering sciences.