Artificial Intelligence Research
Jan 22, 2025
CPUs, GPUs, and AI - Exploring High-Performance Computing Hardware
The use of graphics processing units (GPUs) within high performance computing (HPC) has been increasingly adopted since the introduction of generative AI and large language models, as well as advanced memory, storage, networking, and cooling technologies. A major catalyst for growth has been the integration of AI into HPC workflows, where a convergence of the two unlocks opportunities in various fields by combining the powerful computational power of HPC with the intelligent data processing and "decision-making" of artificial intelligence.