AI workstation Computational Infrastructure; Machine Learning
noun phrase
Definition: A high-performance workstation-class computer configured for AI workloads such as model development, fine-tuning, training, inference, simulation, and data processing, typically featuring accelerator hardware such as GPUs and expanded memory/storage resources. In current usage, the term is common in vendor and applied-research contexts rather than as a tightly standardized technical definition [NVIDIA].
Example in context: “The DRL agent on the AI workstation also exchanges data with the real-time simulator via real-time communication.” [Zhen et al. 2025]
Synonyms: ML workstation; GPU workstation
Related terms: compute node; AI server; workstation-class GPU system; edge workstation