High-Performance Computing
Advanced computational resources for AI model training and inference.
How the laws define this
Regulatory frameworks consistently treat high-performance computing as advanced, high-capacity systems—such as supercomputers or computing clusters—designed to handle complex research and data-intensive tasks. The primary point of divergence is whether instruments define this concept as physical assets or as an operational technique, alongside variations in specified workloads. The National AI Strategy and Roadmap (2021-2025), the National AI Strategy for the Philippines (NAIS-PH), and the Action Plan for Digital Transformation of Slovakia 2023–2026 define high-performance computing as tangible infrastructure, hubs, or technical capacity. Conversely, the Emilia-Romagna AI Regional Hub (ER2Digit European Digital Innovation Hub) defines it as the act of using supercomputers and parallel processing techniques to solve complex problems. Furthermore, while the National AI Strategy and Roadmap (2021-2025) and the Philippines strategy explicitly target artificial intelligence model training, inference, and deployment, Slovakia's plan incorporates industrial simulations, and the Emilia-Romagna hub highlights specific local computing infrastructure like the Leonardo supercomputer.
Synthesised from the 4 statutory definitions below. Each one is quoted in full, with its source.
How jurisdictions differ
What is distinctive in each definition, binding law in force first. Showing 3 of the 4 instruments that define this term; all are listed under Definitions below.
| Jurisdiction | Instrument | Status | What is distinctive |
|---|---|---|---|
| Slovakia | Action Plan for Digital Transformation of Slovakia 2023–2026 | In Force | Limits HPC to national high-capacity computational infrastructure and hubs for advanced research, industrial simulations, data-intensive workloads, and EU connectivity. |
| Emilia-Romagna, Italy | Emilia-Romagna AI Regional Hub (ER2Digit European Digital Innovation Hub) | In Force | Defines HPC as supercomputers and parallel processing techniques, highlighting regional capabilities like the Leonardo supercomputer via CINECA for AI and data processing. |
| Tunisia | National AI Strategy and Roadmap (2021-2025) | Superseded | Specifies advanced infrastructure including GPU clusters, specialized hardware, and distributed platforms to underpin national AI workloads and computing hubs. |
Definitions (4)
Advanced computational infrastructure, including GPU clusters, specialized hardware, and distributed computing platforms, that provides the processing power required for large-scale AI model training, inference, and research. Such capacity underpins national AI workloads and the operations of designated computing hubs.
Advanced computational infrastructure comprising powerful compute clusters, storage, and networking capabilities that enable large-scale AI research, model training, and deployment. The strategy specifically targets a substantial expansion of HPC capacity and regional HPC sites to support distributed access.
HPC denotes the national high-capacity computational infrastructure and hubs intended to support advanced research, industrial simulations and data‑intensive workloads. The Plan treats HPC as a strategic resource to be expanded and connected to EU capacities for pilots, research and commercial uptake.
HPC denotes the use of supercomputers and parallel processing techniques to solve complex computational problems. Emilia-Romagna, through CINECA, boasts significant HPC capabilities, including the Leonardo supercomputer, which is a core asset for the Hub's activities in AI development and data processing.
Not to be confused with
Large-scale computing cluster refers specifically to high-performance computing infrastructure tailored for AI training, while HPC encompasses broader computational resources.
AI R&D infrastructure includes computational resources plus datasets, software, and platforms for research, whereas HPC focuses solely on compute power.
Questions and answers
What does HPC mean in the Slovakia Digital Transformation Plan?
HPC refers to national high-capacity computational infrastructure and hubs for research, simulations, and data workloads. It is positioned as a strategic resource to expand and link with EU capacities.
How is HPC described in Emilia-Romagna's AI Hub?
HPC means supercomputers and parallel processing for complex problems. The region leverages CINECA's Leonardo supercomputer as a key asset for AI development.
What infrastructure qualifies as HPC under Tunisia's AI Strategy?
HPC includes GPU clusters, specialized hardware, and distributed platforms providing power for AI training, inference, research, and national computing hubs.
Related Terms
High-performance computing (HPC)
Advanced computational infrastructure supporting AI research and deployment....
HPC (High Performance Computing)
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Large-Scale Computing Cluster
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AI R&D Infrastructure
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