Top 10 Predictions for the Global HPC-AI Community in 2025

Covid-19 has impacted the worldwide HPC ecosystem in a variety of manners, leading to unpredictable changes in spending trends on systems, production, and installation of those systems, as well as changes in the sources of users' compute resources. Hyperion Research conducts surveys throughout the year to ask buyers for their expected short-term and long-term HPC spending changes in order to keep a tab on the ebbs and flows of the market. This Special Analysis explores changes in short-term budgets and expected spending. Due to the ever-changing situation of the world, these surveys have become critical in understanding, and predicting, the short-term spending trends of HPC buyers.

Hyperion Research has followed the growth of accelerators in HPC for more than 10 years. Accelerators had an initially slow HPC adoption curve but have recently experienced amplified growth. Within the HPC accelerator market, GPUs, particularly those from Nvidia, have dominated. Although originally designed as gaming processors for graphics rendering, GPUs were found to be well suited to a range of HPC applications, plus critical underlying AI functions, such as matrix multiplication, driving impressive performance gains. As a result, many HPC sites across a broad range of verticals are now using accelerators to speed up a larger portion of their increasingly AI-based workloads.