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1643500

利用人工智慧增強高效能運算 (HPC) 的全球市場

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個工作天內

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簡介目錄

到 2030 年，利用人工智慧增強高效能運算 (HPC) 的全球市場規模將達到 56 億美元

2024年，人工智慧增強高效能運算（HPC）的全球市場規模估計為34億美元，預計2024年至2030年期間的複合年成長率為8.8%，到2030年將達到56億美元。人工智慧增強型 HPC 軟體是報告中分析的細分市場之一，預計到分析期結束時複合年成長率將達到 8.8%，達到 31 億美元。在分析期內，人工智慧增強型 HPC 服務領域預計將以 9.6% 的複合年成長率成長。

美國市場規模估計為 8.913 億美元，中國市場預估年複合成長率為 8.5%

到 2024 年，美國利用人工智慧增強高效能運算 (HPC) 的市場價值預計將達到 8.913 億美元。中國是世界第二大經濟體，預計到 2030 年市場規模將達到 8.986 億美元，2024-2030 年分析期間的複合年成長率為 8.5%。其他值得注意的區域市場包括日本和加拿大，預計在分析期間的複合年成長率分別為 8.1% 和 7.5%。在歐洲，德國的複合年成長率預計為 7.1%。

全球人工智慧推動高效能運算 (HPC) 市場發展 - 主要趨勢和促進因素摘要

人工智慧將如何為高效能運算提供動力？

人工智慧 (AI) 正在透過最佳化工作流程、加速運算和為資料密集型應用程式釋放新的可能性來重新定義高效能運算 (HPC) 的格局。 HPC 系統傳統上是為天氣預報、科學研究和財務建模等複雜計算而設計的，現在正在利用 AI 來提高效率並更快地提供結果。深度學習和神經網路等人工智慧演算法正在與 HPC 結合，以更快的速度和更高的準確度處理和分析大量資料集。

人工智慧增強的 HPC 也在改善資源分配和系統效能。機器學習模型用於預測工作負載需求、最佳化調度和防止瓶頸，確保計算資源的最佳利用。此外，HPC 環境中的 AI主導自動化減少了管理這些複雜系統所需的時間和專業知識，使組織能夠專注於創新而不是基礎設施管理。由於這些進步，利用人工智慧的 HPC 在各個領域變得越來越普遍。

什麼將推動人工智慧在高效能運算中的應用？

對即時分析的需求不斷成長以及計算任務的日益複雜正在推動 AI 在 HPC 中的應用。醫療保健、金融、航太和能源等產業依靠 HPC 系統進行模擬、建模和分析，而 AI 的整合極大地增強了它們的能力。例如，支援人工智慧的 HPC 系統透過分析分子結構並以前所未有的速度和準確度預測治療結果，從而加快藥物發現速度。同樣，在金融領域，人工智慧驅動的 HPC 正在加速風險建模和詐欺偵測流程。

邊緣運算和物聯網應用的興起也是一個主要促進因素。這些技術產生了大量的資料，需要先進的運算能力進行即時處理。人工智慧增強型 HPC 提供了高效處理這些工作負載所需的基礎設施，實現了無縫資料處理和分析。此外，人工智慧技術正在加速向百萬兆級運算的轉變，百億億次運算涉及能夠每秒執行十億次（5 億次）運算的系統。這項轉變凸顯了人工智慧在塑造 HPC 系統未來方面將發揮的關鍵作用。

AI與HPC的融合能否解決新的運算挑戰？

事實證明，人工智慧與高效能運算的融合在解決新的運算挑戰方面具有革命性意義，尤其是在資料密集型領域。人工智慧演算法使 HPC 系統能夠管理圖像、影片和文字等非結構化資料，而傳統的 HPC 方法通常難以有效處理這些數據。這種能力對於自動駕駛汽車等必須即時處理大量感測器資料的應用至關重要。

此外，AI 和 HPC 的整合透過提供即時威脅偵測和回應增強了網路安全。在海量資料集上訓練的人工智慧模型可以比傳統方法更快地識別異常和潛在的網路威脅，從而確保關鍵系統的強大安全性。人工智慧增強型 HPC 也被用於氣候建模和災害預測，以提供更準確、及時的見解來降低風險。這些應用展示了人工智慧和高效能運算的整合如何解決我們這個時代最緊迫的運算挑戰，並對高階研究和工業應用至關重要。

推動AI增強型HPC市場成長的因素有哪些？

利用人工智慧增強高效能運算（HPC）市場的成長受到幾個關鍵因素的推動，這些因素反映了對先進運算能力日益成長的需求。基因組學、自主系統和金融建模等領域的人工智慧應用的激增，推動了對能夠有效處理這些工作負載的 HPC 系統的需求。使用AI最佳化HPC環境可以降低成本、提高效能，讓HPC系統能夠被更廣泛的產業所使用。

消費行為趨勢（例如對即時洞察和個人化服務的需求）正在推動企業採用 AI-HPC 解決方案。有關資料安全和合規性的監管要求也推動了對 AI-HPC 的投資，AI-HPC 提供了強大的工具來管理敏感資訊。此外，GPU 和 FPGA 技術的進步正在加速 AI 在 HPC 系統中的應用，從而實現更快的運算和能源效率。這些因素，加上人工智慧演算法和 HPC 架構的持續創新，正在推動市場穩步成長，並牢固地將人工智慧增強型 HPC 定位為未來運算進步的基石。

部分

元件（軟體元件、服務元件、硬體元件）、配置（本地配置、雲端基礎的配置）、垂直產業（金融服務垂直產業、生物和醫療垂直產業、工業垂直產業、製造垂直產業、能源和公共事業垂直產業、製藥垂直產業、其他垂直產業）。

受訪公司範例（41家值得關注的公司）

  • 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

目錄

第1章調查方法

第 2 章執行摘要

  • 市場概況
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章 市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他地區

第4章 競賽

簡介目錄
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