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市场调查报告书
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1643500

利用人工智慧增强高效能运算 (HPC) 的全球市场

Artificial Intelligence Enhanced High-Performance Computing (HPC)
出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 179 Pages | 商品交期: 最快1-2个工作天内

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简介目录

到 2030 年，利用人工智慧增强高效能运算 (HPC) 的全球市场规模将达到 56 亿美元

2024年，人工智慧增强高效能运算（HPC）的全球市场规模估计为34亿美元，预计2024年至2030年期间的复合年增长率为8.8%，到2030年将达到56亿美元。人工智慧增强型 HPC 软体是报告中分析的细分市场之一，预计到分析期结束时复合年增长率将达到 8.8%，达到 31 亿美元。在分析期内，人工智慧增强型 HPC 服务领域预计将以 9.6% 的复合年增长率成长。

美国市场规模估计为 8.913 亿美元，中国市场预估年复合成长率为 8.5%

到 2024 年，美国利用人工智慧增强高效能运算 (HPC) 的市场价值预计将达到 8.913 亿美元。中国是世界第二大经济体，预计到 2030 年市场规模将达到 8.986 亿美元，2024-2030 年分析期间的复合年增长率为 8.5%。其他值得注意的区域市场包括日本和加拿大，预计在分析期间的复合年增长率分别为 8.1% 和 7.5%。在欧洲，德国的复合年增长率预计为 7.1%。

全球人工智慧推动高效能运算 (HPC) 市场发展 - 主要趋势和驱动因素摘要

人工智慧将如何为高效能运算提供动力？

人工智慧 (AI) 正在透过优化工作流程、加速运算和为资料密集型应用程式释放新的可能性来重新定义高效能运算 (HPC) 的格局。 HPC 系统传统上是为天气预报、科学研究和财务建模等复杂计算而设计的，现在正在利用 AI 来提高效率并更快地提供结果。深度学习和神经网路等人工智慧演算法正在与 HPC 结合，以更快的速度和更高的准确度处理和分析大量资料集。

人工智慧增强的 HPC 也在改善资源分配和系统效能。机器学习模型用于预测工作负载需求、最佳化调度和防止瓶颈，确保计算资源的最佳利用。此外，HPC 环境中的 AI主导自动化减少了管理这些复杂系统所需的时间和专业知识，使组织能够专注于创新而不是基础设施管理。由于这些进步，利用人工智慧的 HPC 在各个领域变得越来越普遍。

什么将推动人工智慧在高效能运算中的应用？

对即时分析的需求不断增长以及计算任务的日益复杂正在推动 AI 在 HPC 中的应用。医疗保健、金融、航太和能源等产业依靠 HPC 系统进行模拟、建模和分析，而 AI 的整合极大地增强了它们的能力。例如，支援人工智慧的 HPC 系统透过分析分子结构并以前所未有的速度和准确度预测治疗结果，从而加快药物发现速度。同样，在金融领域，人工智慧驱动的 HPC 正在加速风险建模和诈欺侦测流程。

边缘运算和物联网应用的兴起也是一个主要驱动因素。这些技术产生了大量的资料，需要先进的运算能力进行即时处理。人工智慧增强型 HPC 提供了高效处理这些工作负载所需的基础设施，实现了无缝资料处理和分析。此外，人工智慧技术正在加速向百万兆级运算的转变，百亿亿次运算涉及能够每秒执行十亿次（5 亿次）运算的系统。这项转变凸显了人工智慧在塑造 HPC 系统未来方面将发挥的关键作用。

AI与HPC的融合能否解决新的运算挑战？

事实证明，人工智慧与高效能运算的融合在解决新的运算挑战方面具有革命性意义，尤其是在资料密集型领域。人工智慧演算法使 HPC 系统能够管理图像、影片和文字等非结构化资料，而传统的 HPC 方法通常难以有效处理这些数据。这种能力对于自动驾驶汽车等必须即时处理大量感测器资料的应用至关重要。

此外，AI 和 HPC 的整合透过提供即时威胁侦测和回应增强了网路安全。在海量资料集上训练的人工智慧模型可以比传统方法更快地识别异常和潜在的网路威胁，从而确保关键系统的强大安全性。人工智慧增强型 HPC 也被用于气候建模和灾害预测，以提供更准确、及时的见解来降低风险。这些应用展示了人工智慧和高效能运算的整合如何解决我们这个时代最紧迫的运算挑战，并对高阶研究和工业应用至关重要。

推动AI增强型HPC市场成长的因素有哪些？

利用人工智慧增强高效能运算（HPC）市场的成长受到几个关键因素的推动，这些因素反映了对先进运算能力日益增长的需求。基因组学、自主系统和金融建模等领域的人工智慧应用的激增，推动了对能够有效处理这些工作负载的 HPC 系统的需求。使用AI优化HPC环境可以降低成本、提高效能，让HPC系统能够被更广泛的产业所使用。

消费行为趋势（例如对即时洞察和个人化服务的需求）正在推动企业采用 AI-HPC 解决方案。有关资料安全和合规性的监管要求也推动了对 AI-HPC 的投资，AI-HPC 提供了强大的工具来管理敏感资讯。此外，GPU 和 FPGA 技术的进步正在加速 AI 在 HPC 系统中的应用，从而实现更快的运算和能源效率。这些因素，加上人工智慧演算法和 HPC 架构的持续创新，正在推动市场稳步成长，并牢固地将人工智慧增强型 HPC 定位为未来运算进步的基石。

部分

元件（软体元件、服务元件、硬体元件）、配置（本地配置、云端基础的配置）、垂直产业（金融服务垂直产业、生物和医疗垂直产业、工业垂直产业、製造垂直产业、能源和公共事业垂直产业、製药垂直产业、其他垂直产业）。

受访公司范例（41家值得关注的公司）

  • Advanced Micro Devices, Inc.
  • Amazon Web Services, Inc.
  • Dell, Inc.
  • Fujitsu Ltd.
  • Hewlett Packard Enterprise Development LP
  • Intel Corporation
  • Lenovo Group Ltd.
  • NVIDIA Corporation
  • Penguin Solutions
  • Yotta Infrastructure

目录

第一章调查方法

第 2 章执行摘要

  • 市场概况
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章 市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 竞赛

简介目录
Product Code: MCP29245

Global Artificial Intelligence Enhanced High-Performance Computing (HPC) Market to Reach US$5.6 Billion by 2030

The global market for Artificial Intelligence Enhanced High-Performance Computing (HPC) estimated at US$3.4 Billion in the year 2024, is expected to reach US$5.6 Billion by 2030, growing at a CAGR of 8.8% over the analysis period 2024-2030. AI Enhanced HPC Software, one of the segments analyzed in the report, is expected to record a 8.8% CAGR and reach US$3.1 Billion by the end of the analysis period. Growth in the AI Enhanced HPC Services segment is estimated at 9.6% CAGR over the analysis period.

The U.S. Market is Estimated at US$891.3 Million While China is Forecast to Grow at 8.5% CAGR

The Artificial Intelligence Enhanced High-Performance Computing (HPC) market in the U.S. is estimated at US$891.3 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$898.6 Million by the year 2030 trailing a CAGR of 8.5% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 8.1% and 7.5% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 7.1% CAGR.

Global Artificial Intelligence Enhanced High-Performance Computing (HPC) Market - Key Trends & Drivers Summarized

How Is AI Enhancing High-Performance Computing?

Artificial Intelligence (AI) is redefining the landscape of High-Performance Computing (HPC) by optimizing workflows, accelerating computations, and unlocking new possibilities in data-intensive applications. HPC systems, traditionally designed for complex computations such as weather forecasting, scientific research, and financial modeling, are now leveraging AI to increase efficiency and deliver faster results. AI algorithms, such as deep learning and neural networks, are being integrated with HPC to process and analyze vast datasets with greater speed and accuracy.

AI-enhanced HPC is also improving resource allocation and system performance. Machine learning models are used to predict workload demands, optimize scheduling, and prevent bottlenecks, ensuring optimal use of computational resources. Moreover, AI-driven automation in HPC environments reduces the time and expertise required to manage these complex systems, enabling organizations to focus on innovation rather than infrastructure management. These advancements are driving the widespread adoption of AI-enhanced HPC across diverse sectors.

What Drives the Adoption of AI in High-Performance Computing?

The increasing demand for real-time analytics and the growing complexity of computational tasks are driving the adoption of AI in HPC. Industries such as healthcare, finance, aerospace, and energy rely on HPC systems for simulations, modeling, and analysis, and the integration of AI is significantly enhancing their capabilities. For example, AI-powered HPC systems are enabling faster drug discovery by analyzing molecular structures and predicting therapeutic outcomes with unprecedented speed and precision. Similarly, in finance, AI-enhanced HPC accelerates risk modeling and fraud detection processes.

The rise of edge computing and IoT applications is also a significant driver. These technologies generate massive amounts of data that require advanced computational capabilities to process in real-time. AI-enhanced HPC provides the necessary infrastructure to handle these workloads efficiently, ensuring seamless data processing and analysis. Furthermore, the transition to exascale computing, which involves systems capable of performing a billion billion (quintillion) calculations per second, is being accelerated by AI technologies. This transition underscores the pivotal role of AI in shaping the future of HPC systems.

Can AI-HPC Integration Address Emerging Computational Challenges?

The integration of AI with HPC is proving to be a game-changer in addressing emerging computational challenges, particularly in data-intensive fields. AI algorithms are enabling HPC systems to manage unstructured data, such as images, videos, and text, which traditional HPC methods often struggle to handle efficiently. This capability is critical in applications like autonomous vehicles, where massive amounts of sensor data need to be processed in real time.

Additionally, AI-HPC integration is enhancing cybersecurity by providing real-time threat detection and response. AI models trained on vast datasets can identify anomalies and potential cyber threats faster than traditional methods, ensuring robust security for critical systems. AI-enhanced HPC is also being used in climate modeling and disaster prediction, providing more accurate and timely insights to mitigate risks. These applications demonstrate how AI-HPC integration is addressing some of the most pressing computational challenges of the modern era, making it indispensable for advanced research and industrial applications.

What’s Driving the Growth of the AI-Enhanced HPC Market?

The growth in the Artificial Intelligence Enhanced High-Performance Computing (HPC) market is driven by several key factors, reflecting the increasing demand for advanced computational capabilities. The proliferation of AI applications in fields such as genomics, autonomous systems, and financial modeling is creating a need for HPC systems capable of handling these workloads efficiently. AI-driven optimization of HPC environments is reducing costs and improving performance, making these systems more accessible to a broader range of industries.

Consumer behavior trends, including the demand for real-time insights and personalized services, are pushing companies to adopt AI-HPC solutions. Regulatory requirements for data security and compliance are also driving investments in AI-enhanced HPC, as these systems offer robust tools for managing sensitive information. Furthermore, advancements in GPU and FPGA technologies are accelerating the adoption of AI in HPC systems, enabling faster computations and energy efficiency. These factors, combined with ongoing innovation in AI algorithms and HPC architectures, are fueling the market’s steady growth, solidifying AI-enhanced HPC as a cornerstone of future computational advancements.

SCOPE OF STUDY:

The report analyzes the Artificial Intelligence Enhanced High-Performance Computing (HPC) market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Component (Software Component, Services Component, Hardware Component); Deployment (On-Premise Deployment, Cloud-based Deployment); Vertical (Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical, Manufacturing Vertical, Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 41 Featured) -

  • Advanced Micro Devices, Inc.
  • Amazon Web Services, Inc.
  • Dell, Inc.
  • Fujitsu Ltd.
  • Hewlett Packard Enterprise Development LP
  • Intel Corporation
  • Lenovo Group Ltd.
  • NVIDIA Corporation
  • Penguin Solutions
  • Yotta Infrastructure

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Economic Frontiers: Trends, Trials & Transformations
    • Artificial Intelligence Enhanced High-Performance Computing (HPC) - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • AI Integration in HPC Systems Drives Growth by Enhancing Computational Efficiency
    • AI-Driven Workloads Expand Addressable Market for HPC in Genomic Research
    • AI Integration in Simulation and Modeling Applications Spurs Adoption in Aerospace
    • Growing Data Volume Highlights the Case for AI-Powered HPC in Data Centers
    • AI-Enhanced HPC Strengthens Market Potential for Personalized Medicine
    • Accelerating Use of AI in Autonomous Vehicle Testing Sets the Stage for HPC Adoption
    • AI in HPC Systems for Weather Prediction Expands Opportunities for Advanced Forecasting
    • AI Models for Drug Discovery Bolster Business Case for AI-Enhanced HPC in Pharma
    • AI in HPC Workflows Highlights Opportunities in Oil & Gas Reservoir Simulations
    • Advancements in Exascale Computing Propel Growth in AI-Enhanced HPC Systems
    • AI for Advanced Cryptographic Analysis Strengthens Market Potential in Cybersecurity
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Artificial Intelligence Enhanced High-Performance Computing (HPC) Market Analysis of Annual Sales in US$ Million for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Software Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Software Component by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Services Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Services Component by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Hardware Component by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Hardware Component by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Energy & Utilities Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Energy & Utilities Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Pharmaceuticals Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Pharmaceuticals Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Other Verticals by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Other Verticals by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Analytics for Financial Services Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Analytics for Financial Services Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Biological & Medical Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Biological & Medical Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Industrial Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for Industrial Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Manufacturing Vertical by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for Manufacturing Vertical by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 24: World Recent Past, Current & Future Analysis for On-Premise Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 25: World 6-Year Perspective for On-Premise Deployment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 26: World Recent Past, Current & Future Analysis for Cloud-based Deployment by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 27: World 6-Year Perspective for Cloud-based Deployment by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Artificial Intelligence Enhanced High-Performance Computing (HPC) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 28: USA Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Software Component, Services Component and Hardware Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 29: USA 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Percentage Breakdown of Value Sales for Software Component, Services Component and Hardware Component for the Years 2025 & 2030
    • TABLE 30: USA Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 31: USA 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Percentage Breakdown of Value Sales for Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical for the Years 2025 & 2030
    • TABLE 32: USA Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 33: USA 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2025 & 2030
  • CANADA
    • TABLE 34: Canada Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Software Component, Services Component and Hardware Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 35: Canada 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Percentage Breakdown of Value Sales for Software Component, Services Component and Hardware Component for the Years 2025 & 2030
    • TABLE 36: Canada Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 37: Canada 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Percentage Breakdown of Value Sales for Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical for the Years 2025 & 2030
    • TABLE 38: Canada Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 39: Canada 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2025 & 2030
  • JAPAN
    • Artificial Intelligence Enhanced High-Performance Computing (HPC) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 40: Japan Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Software Component, Services Component and Hardware Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 41: Japan 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Percentage Breakdown of Value Sales for Software Component, Services Component and Hardware Component for the Years 2025 & 2030
    • TABLE 42: Japan Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Japan 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Percentage Breakdown of Value Sales for Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical for the Years 2025 & 2030
    • TABLE 44: Japan Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Japan 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2025 & 2030
  • CHINA
    • Artificial Intelligence Enhanced High-Performance Computing (HPC) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 46: China Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Software Component, Services Component and Hardware Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 47: China 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Percentage Breakdown of Value Sales for Software Component, Services Component and Hardware Component for the Years 2025 & 2030
    • TABLE 48: China Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 49: China 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Percentage Breakdown of Value Sales for Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical for the Years 2025 & 2030
    • TABLE 50: China Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 51: China 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2025 & 2030
  • EUROPE
    • Artificial Intelligence Enhanced High-Performance Computing (HPC) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 52: Europe Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2024 through 2030 and % CAGR
    • TABLE 53: Europe 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 54: Europe Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Software Component, Services Component and Hardware Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Europe 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Percentage Breakdown of Value Sales for Software Component, Services Component and Hardware Component for the Years 2025 & 2030
    • TABLE 56: Europe Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Europe 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Percentage Breakdown of Value Sales for Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical for the Years 2025 & 2030
    • TABLE 58: Europe Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 59: Europe 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2025 & 2030
  • FRANCE
    • Artificial Intelligence Enhanced High-Performance Computing (HPC) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 60: France Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Software Component, Services Component and Hardware Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 61: France 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Percentage Breakdown of Value Sales for Software Component, Services Component and Hardware Component for the Years 2025 & 2030
    • TABLE 62: France Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 63: France 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Percentage Breakdown of Value Sales for Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical for the Years 2025 & 2030
    • TABLE 64: France Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 65: France 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2025 & 2030
  • GERMANY
    • Artificial Intelligence Enhanced High-Performance Computing (HPC) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 66: Germany Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Software Component, Services Component and Hardware Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Germany 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Percentage Breakdown of Value Sales for Software Component, Services Component and Hardware Component for the Years 2025 & 2030
    • TABLE 68: Germany Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Germany 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Percentage Breakdown of Value Sales for Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical for the Years 2025 & 2030
    • TABLE 70: Germany Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Germany 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2025 & 2030
  • ITALY
    • TABLE 72: Italy Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Software Component, Services Component and Hardware Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Italy 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Percentage Breakdown of Value Sales for Software Component, Services Component and Hardware Component for the Years 2025 & 2030
    • TABLE 74: Italy Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 75: Italy 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Percentage Breakdown of Value Sales for Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical for the Years 2025 & 2030
    • TABLE 76: Italy Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 77: Italy 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2025 & 2030
  • UNITED KINGDOM
    • Artificial Intelligence Enhanced High-Performance Computing (HPC) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 78: UK Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Software Component, Services Component and Hardware Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 79: UK 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Percentage Breakdown of Value Sales for Software Component, Services Component and Hardware Component for the Years 2025 & 2030
    • TABLE 80: UK Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 81: UK 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Percentage Breakdown of Value Sales for Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical for the Years 2025 & 2030
    • TABLE 82: UK Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 83: UK 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 84: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Software Component, Services Component and Hardware Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 85: Rest of Europe 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Percentage Breakdown of Value Sales for Software Component, Services Component and Hardware Component for the Years 2025 & 2030
    • TABLE 86: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 87: Rest of Europe 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Percentage Breakdown of Value Sales for Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical for the Years 2025 & 2030
    • TABLE 88: Rest of Europe Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 89: Rest of Europe 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Artificial Intelligence Enhanced High-Performance Computing (HPC) Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 90: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Software Component, Services Component and Hardware Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 91: Asia-Pacific 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Percentage Breakdown of Value Sales for Software Component, Services Component and Hardware Component for the Years 2025 & 2030
    • TABLE 92: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 93: Asia-Pacific 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Percentage Breakdown of Value Sales for Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical for the Years 2025 & 2030
    • TABLE 94: Asia-Pacific Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 95: Asia-Pacific 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 96: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Software Component, Services Component and Hardware Component - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 97: Rest of World 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Component - Percentage Breakdown of Value Sales for Software Component, Services Component and Hardware Component for the Years 2025 & 2030
    • TABLE 98: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 99: Rest of World 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Vertical - Percentage Breakdown of Value Sales for Energy & Utilities Vertical, Pharmaceuticals Vertical, Other Verticals, Analytics for Financial Services Vertical, Biological & Medical Vertical, Industrial Vertical and Manufacturing Vertical for the Years 2025 & 2030
    • TABLE 100: Rest of World Recent Past, Current & Future Analysis for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - On-Premise Deployment and Cloud-based Deployment - Independent Analysis of Annual Sales in US$ Million for the Years 2024 through 2030 and % CAGR
    • TABLE 101: Rest of World 6-Year Perspective for Artificial Intelligence Enhanced High-Performance Computing (HPC) by Deployment - Percentage Breakdown of Value Sales for On-Premise Deployment and Cloud-based Deployment for the Years 2025 & 2030

IV. COMPETITION