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In recent years, the High Performance Computing (HPC) market has experienced exponential growth, becoming a strategic asset not only for scientific research but also for companies focused on innovation and competitiveness. According to an analysis by Business Research Insights, the global HPC market is expected to reach USD 15.77 billion by 2035, up from USD 5.11 billion in 2026.
Powered by advanced technologies, scalable infrastructures, and specialized expertise, HPC has become a key driver of business innovation. But how can organizations determine if—and when—it is the right time to adopt it?
In this practical guide, we address the most common questions from businesses and share proven best practices for a well-informed and value-driven transition.
Why HPC is becoming more accessible and who benefits from it
HPC is no longer the exclusive domain of large research centers. Thanks to the EuroHPC infrastructure, small and medium-sized enterprises, startups, and mid-sized companies can now leverage its benefits. Key beneficiaries include:
- Companies of all sizes (from startups to large enterprises)
- Universities and research institutions
- Public Administration
Best practices for deciding when to adopt HPC
Adopting HPC requires a strategic assessment grounded in actual business needs. A structured approach includes:
- Assessing whether HPC is truly necessary: not all problems require supercomputing; in many cases, traditional solutions may be more efficient and cost-effective.
- Analyzing the problem in depth: evaluating the project’s complexity, constraints, and use-case objectives.
- Checking code readiness: existing software must be parallelizable, efficient, and capable of handling large data volumes.
- Aligning with business objectives: HPC should directly support growth, efficiency, or innovation goals.
Decision criteria for evaluating HPC in your organization
These clear indicators suggest that it may be time to move toward HPC:
- Problem scalability: the application benefits from increased computing resources (strong and weak scaling).
- Excessive time-to-solution: long computation times delay decision-making processes.
- High computational complexity: multi-physics simulations, coupled models, advanced algorithms.
- Large data volumes: workloads with high I/O intensity and big data requirements.
- Repetitive simulations: the need to run large simulation campaigns in parallel.
- Reproducibility and reliability: controlled environments and automated pipelines.
If simulations are constrained by time and resources, or if performance does not scale efficiently, it is time to consider HPC.
The role of EuroCC Italy
Navigating the rapidly evolving HPC ecosystem can be challenging. EuroCC Italy is the national reference point for:
- Supporting companies in evaluating, adopting, and effectively integrating HPC solutions.
- Acting as a bridge between businesses, computing centers, universities, and research institutions to facilitate knowledge transfer.
Accessing a supercomputer is a complex process—very different from turning on a standard computer.
EuroCC Italy simplifies this journey. Our team of experts guides organizations step by step, from designing an effective Proof of Concept (PoC) to enabling streamlined access to EuroHPC infrastructures. Our goal is to turn technological complexity into informed, sustainable, and business-driven decisions.
Ready to innovate with HPC? Contact us for a free evaluation of your use case and discover how supercomputing can accelerate your competitive edge.
Get in touch: info@euroccitaly.it