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全球 AI 增强型 HPC 市场规模研究，按组件、计算类型（平行计算、分散式计算和百亿亿次计算）、产业、部署、伺服器价格区间和区域预测 2022-2032

Global AI Enhanced HPC Market Size Study, by Component, Computation Type (Parallel Computing, Distributed Computing and Exascale Computing), Industry, Deployment, Server Price Band, and Regional Forecasts 2022-2032
出版日期: | 出版商: Bizwit Research & Consulting LLP | 英文 285 Pages | 商品交期: 2-3个工作天内

价格
简介目录

2023 年全球 AI 增强型 HPC 市场价值约为 384.1 亿美元，预计在 2024-2032 年预测期内以 6.7% 的健康年复合成长率(CAGR) 增长。人工智慧增强型高效能运算 (HPC) 系统已成为现代运算解决方案不可或缺的一部分，透过利用强大的处理能力推动众多产业取得突破。这些先进的系统将人工智慧和机器学习功能与 HPC 框架相结合，以优化效能、加速工作负载并增强预测模型。医疗保健、金融、航太和汽车等行业越来越依赖人工智慧驱动的 HPC 来管理复杂的运算并从海量资料集中获取见解。

巨量资料分析的兴起，加上人工智慧演算法的进步，推动了对人工智慧增强型 HPC 系统的需求。组织正在采用这些解决方案来改善决策流程、简化营运效率并促进创新。例如，人工智慧增强型 HPC 系统透过在创纪录的时间内分析数十亿种分子化合物，在药物发现中发挥关键作用，大大缩短了新疗法的上市时间。此外，各行各业正在利用分散式和平行运算来处理复杂的模拟和即时分析，使得这些系统对于现代企业来说不可或缺。然而，初始部署成本高、能源消耗问题以及 HPC 与 AI 技术整合的复杂性等挑战可能会抑制市场成长。

从地区来看，北美凭藉其强大的技术生态系统、在人工智慧研究方面的大量投资以及各行业对 HPC 系统的早期采用，在人工智慧增强型 HPC 市场中占据主导地位。美国在创新和实施方面处于领先地位，政府投入大量资金支持百亿亿亿次运算的发展。同时，欧洲紧随其后，其动力源于加强工业数位化的倡议以及在製造业和金融等领域部署人工智慧增强解决方案。预计亚太地区将在预测期内见证最快的成长，这得益于快速的数位转型、政府对超级运算项目的支出增加以及中国、印度和日本等国家的产业扩张。

全球人工智慧增强型 HPC 市场正在见证技术提供者和产业之间的合作不断增加，以开发满足特定需求的客製化解决方案。基于云端的 HPC 解决方案的整合还使企业能够动态扩展其运算资源，提供灵活性和成本效益。随着对更快资料处理和预测能力的需求不断增长，预计人工智慧增强型 HPC 系统在各个领域的采用将呈指数级增长。

目录

第 1 章：全球 AI 增强型 HPC 市场执行摘要

  • 全球 AI 增强型 HPC 市场规模与预测（2022-2032 年）
  • 区域概况
  • 节段概要
    • 按组件
    • 依计算类型
    • 按行业
    • 按部署
    • 按伺服器价格范围
  • 主要趋势
  • 经济衰退的影响
  • 分析师建议与结论

第 2 章：全球 AI 增强型 HPC 市场定义与研究假设

  • 研究目标
  • 市场定义
  • 研究假设
    • 包容与排斥
    • 限制
    • 供给侧分析
      • 可用性
      • 基础设施
      • 监管环境
      • 市场竞争
      • 经济可行性（消费者的观点）
    • 需求面分析
      • 监理框架
      • 技术进步
      • 环境考虑
      • 消费者认知与接受度
  • 估算方法
  • 研究考虑的年份
  • 货币兑换率

第 3 章：全球 AI 增强型 HPC 市场动态

  • 市场驱动因素
    • 人工智慧与 HPC 技术的融合日益加深
    • 大数据分析需求不断成长
    • 对先进计算解决方案的需求不断增长
  • 市场挑战
    • 初始部署成本高
    • 能源消耗问题
  • 市场机会
    • 扩大政府对超级计算项目的资助
    • 人工智慧演算法和 HPC 基础设施的创新
    • 各垂直行业需求不断成长

第 4 章：全球 AI 增强型 HPC 市场产业分析

  • 波特五力模型
    • 供应商的议价能力
    • 买家的议价能力
    • 新进入者的威胁
    • 替代品的威胁
    • 竞争对手
    • 波特五力模型的未来方法
    • 波特五力影响分析
  • PESTEL 分析
    • 政治的
    • 经济
    • 社会的
    • 科技
    • 环境的
    • 合法的
  • 最佳投资机会
  • 最佳获胜策略
  • 颠覆性趋势
  • 产业专家观点
  • 分析师建议与结论

第 5 章：全球 AI 增强型 HPC 市场规模与预测：按组件划分 - 2022 年至 2032 年

  • 细分仪表板
  • 全球 AI 增强型 HPC 市场：组件收入趋势分析，2022 年和 2032 年（百万美元/十亿美元）
    • 硬体
    • 软体
    • 服务

第 6 章：全球 AI 增强型 HPC 市场规模与预测：按计算类型 - 2022-2032 年

  • 细分仪表板
  • 全球 AI 增强型 HPC 市场：计算类型收入趋势分析，2022 年和 2032 年（百万美元/十亿美元）
    • 平行计算
    • 分散式运算
    • 百亿亿次计算

第 7 章：全球 AI 增强型 HPC 市场规模与预测：按产业 - 2022 年至 2032 年

  • 细分仪表板
  • 全球 AI 增强型 HPC 市场：2022 年和 2032 年产业收入趋势分析（百万美元/十亿美元）
    • 卫生保健
    • 汽车
    • 航太和国防
    • 活力
    • 金融服务
    • 零售
    • 其他的

第 8 章：全球 AI 增强型 HPC 市场规模与预测：按部署 - 2022 年至 2032 年

  • 细分仪表板
  • 全球 AI 增强型 HPC 市场：部署收入趋势分析，2022 年和 2032 年（百万美元/十亿美元）
    • 本地部署
    • 云

第 9 章：全球 AI 增强型 HPC 市场规模与预测：按伺服器价格区间 - 2022 年至 2032 年

  • 细分仪表板
  • 全球 AI 增强型 HPC 市场：伺服器价格带收入趋势分析，2022 年和 2032 年（百万美元/十亿美元）
    • 低成本伺服器
    • 中阶伺服器
    • 高阶伺服器

第 10 章：全球 AI 增强型 HPC 市场规模与预测：按地区 - 2022 年至 2032 年

  • 北美洲
    • 我们
    • 加拿大
  • 欧洲
    • 英国
    • 德国
    • 法国
    • 西班牙
    • 义大利
    • 欧洲其他地区
  • 亚太
    • 中国
    • 印度
    • 日本
    • 澳洲
    • 韩国
    • 亚太其他地区
  • 拉丁美洲
    • 巴西
    • 墨西哥
    • 拉丁美洲其他地区
  • 中东和非洲
    • 沙乌地阿拉伯
    • 南非
    • 中东和非洲其他地区

第 11 章：竞争情报

  • 重点公司 SWOT 分析
    • IBM Corporation
    • NVIDIA Corporation
    • Hewlett Packard Enterprise (HPE)
  • 顶级市场策略
  • 公司简介
    • IBM Corporation
      • 关键讯息
      • 概述
      • 财务（取决于数据可用性）
      • 产品概述
      • 市场策略
    • NVIDIA Corporation
    • Hewlett Packard Enterprise (HPE)
    • Intel Corporation
    • Advanced Micro Devices (AMD), Inc.
    • Dell Technologies, Inc.
    • Microsoft Corporation
    • Google LLC
    • Amazon Web Services (AWS)
    • Fujitsu Limited
    • Cray Inc.
    • Atos SE
    • Lenovo Group Limited
    • Oracle Corporation
    • Cisco Systems, Inc.

第 12 章：研究过程

  • 研究进程
    • 资料探勘
    • 分析
    • 市场预测
    • 验证
    • 出版
  • 研究属性
简介目录

The Global AI Enhanced HPC Market is valued at approximately USD 38.41 billion in 2023 and is poised to grow at a healthy compound annual growth rate (CAGR) of 6.7% over the forecast period 2024-2032. AI-enhanced high-performance computing (HPC) systems have become an integral part of modern computational solutions, enabling breakthroughs across numerous industries by leveraging immense processing power. These advanced systems integrate artificial intelligence and machine learning capabilities with HPC frameworks to optimize performance, accelerate workloads, and enhance predictive modeling. Industries such as healthcare, finance, aerospace, and automotive are increasingly relying on AI-driven HPC to manage complex computations and derive insights from massive datasets.

The rise of big data analytics, coupled with advancements in AI algorithms, has fueled the demand for AI-enhanced HPC systems. Organizations are adopting these solutions to improve decision-making processes, streamline operational efficiencies, and foster innovation. For instance, AI-enhanced HPC systems are playing a pivotal role in drug discovery by analyzing billions of molecular compounds in record time, significantly reducing the time-to-market for new therapeutics. Additionally, industries are leveraging distributed and parallel computing to handle sophisticated simulations and real-time analytics, making these systems indispensable for modern enterprises. However, challenges such as high initial deployment costs, energy consumption concerns, and the complexity of integrating HPC with AI technologies may restrain the market growth.

Regionally, North America dominates the AI-enhanced HPC market due to its strong technological ecosystem, extensive investments in AI research, and the early adoption of HPC systems across industries. The U.S., in particular, leads in terms of innovation and implementation, with significant government funding supporting advancements in exascale computing. Meanwhile, Europe follows closely, driven by initiatives to strengthen industrial digitalization and the deployment of AI-enhanced solutions across sectors like manufacturing and finance. The Asia-Pacific region is expected to witness the fastest growth during the forecast period, propelled by rapid digital transformation, increased government spending on supercomputing projects, and the expansion of industries in countries such as China, India, and Japan.

The Global AI Enhanced HPC Market is witnessing an increase in collaborations between technology providers and industries to develop customized solutions catering to specific needs. The integration of cloud-based HPC solutions has also enabled enterprises to scale their computational resources dynamically, offering flexibility and cost-effectiveness. As the demand for faster data processing and predictive capabilities continues to rise, the adoption of AI-enhanced HPC systems is anticipated to grow exponentially across various domains.

Major market players included in this report are:

  • IBM Corporation
  • NVIDIA Corporation
  • Hewlett Packard Enterprise (HPE)
  • Intel Corporation
  • Advanced Micro Devices (AMD), Inc.
  • Dell Technologies, Inc.
  • Microsoft Corporation
  • Google LLC
  • Amazon Web Services (AWS)
  • Fujitsu Limited
  • Cray Inc.
  • Atos SE
  • Lenovo Group Limited
  • Oracle Corporation
  • Cisco Systems, Inc.

The detailed segments and sub-segment of the market are explained below:

By Component:

  • Hardware
  • Software
  • Services

By Computation Type:

  • Parallel Computing
  • Distributed Computing
  • Exascale Computing

By Industry:

  • Healthcare
  • Automotive
  • Aerospace & Defense
  • Energy
  • Financial Services
  • Retail
  • Others

By Deployment:

  • On-Premise
  • Cloud

By Server Price Band:

  • Low-Cost Servers
  • Mid-Range Servers
  • High-End Servers

By Region: North America

  • U.S.
  • Canada
  • Europe
  • UK
  • Germany
  • France
  • Spain
  • Italy
  • Rest of Europe
  • Asia Pacific
  • China
  • India
  • Japan
  • Australia
  • South Korea
  • Rest of Asia Pacific
  • Latin America
  • Brazil
  • Mexico
  • Rest of Latin America
  • Middle East & Africa
  • Saudi Arabia
  • South Africa
  • Rest of Middle East & Africa

Key Takeaways:

  • Market estimates and forecasts for 10 years from 2022 to 2032.
  • Annualized revenues and regional-level analysis for each market segment.
  • Detailed analysis of the geographical landscape with country-level insights for major regions.
  • Competitive landscape overview and analysis of key business strategies.
  • In-depth demand-side and supply-side market dynamics.

Table of Contents

Chapter 1. Global AI Enhanced HPC Market Executive Summary

  • 1.1. Global AI Enhanced HPC Market Size & Forecast (2022-2032)
  • 1.2. Regional Summary
  • 1.3. Segmental Summary
    • 1.3.1. By Component
    • 1.3.2. By Computation Type
    • 1.3.3. By Industry
    • 1.3.4. By Deployment
    • 1.3.5. By Server Price Band
  • 1.4. Key Trends
  • 1.5. Recession Impact
  • 1.6. Analyst Recommendation & Conclusion

Chapter 2. Global AI Enhanced HPC Market Definition and Research Assumptions

  • 2.1. Research Objective
  • 2.2. Market Definition
  • 2.3. Research Assumptions
    • 2.3.1. Inclusion & Exclusion
    • 2.3.2. Limitations
    • 2.3.3. Supply Side Analysis
      • 2.3.3.1. Availability
      • 2.3.3.2. Infrastructure
      • 2.3.3.3. Regulatory Environment
      • 2.3.3.4. Market Competition
      • 2.3.3.5. Economic Viability (Consumer's Perspective)
    • 2.3.4. Demand Side Analysis
      • 2.3.4.1. Regulatory Frameworks
      • 2.3.4.2. Technological Advancements
      • 2.3.4.3. Environmental Considerations
      • 2.3.4.4. Consumer Awareness & Acceptance
  • 2.4. Estimation Methodology
  • 2.5. Years Considered for the Study
  • 2.6. Currency Conversion Rates

Chapter 3. Global AI Enhanced HPC Market Dynamics

  • 3.1. Market Drivers
    • 3.1.1. Increasing Integration of AI and HPC Technologies
    • 3.1.2. Growing Demand for Big Data Analytics
    • 3.1.3. Rising Need for Advanced Computational Solutions
  • 3.2. Market Challenges
    • 3.2.1. High Initial Deployment Costs
    • 3.2.2. Energy Consumption Concerns
  • 3.3. Market Opportunities
    • 3.3.1. Expanding Government Funding for Supercomputing Projects
    • 3.3.2. Innovations in AI Algorithms and HPC Infrastructure
    • 3.3.3. Growing Demand Across Diverse Industry Verticals

Chapter 4. Global AI Enhanced HPC Market Industry Analysis

  • 4.1. Porter's 5 Force Model
    • 4.1.1. Bargaining Power of Suppliers
    • 4.1.2. Bargaining Power of Buyers
    • 4.1.3. Threat of New Entrants
    • 4.1.4. Threat of Substitutes
    • 4.1.5. Competitive Rivalry
    • 4.1.6. Futuristic Approach to Porter's 5 Force Model
    • 4.1.7. Porter's 5 Force Impact Analysis
  • 4.2. PESTEL Analysis
    • 4.2.1. Political
    • 4.2.2. Economical
    • 4.2.3. Social
    • 4.2.4. Technological
    • 4.2.5. Environmental
    • 4.2.6. Legal
  • 4.3. Top Investment Opportunities
  • 4.4. Top Winning Strategies
  • 4.5. Disruptive Trends
  • 4.6. Industry Expert Perspective
  • 4.7. Analyst Recommendation & Conclusion

Chapter 5. Global AI Enhanced HPC Market Size & Forecasts by Component 2022-2032

  • 5.1. Segment Dashboard
  • 5.2. Global AI Enhanced HPC Market: Component Revenue Trend Analysis, 2022 & 2032 (USD Million/Billion)
    • 5.2.1. Hardware
    • 5.2.2. Software
    • 5.2.3. Services

Chapter 6. Global AI Enhanced HPC Market Size & Forecasts by Computation Type 2022-2032

  • 6.1. Segment Dashboard
  • 6.2. Global AI Enhanced HPC Market: Computation Type Revenue Trend Analysis, 2022 & 2032 (USD Million/Billion)
    • 6.2.1. Parallel Computing
    • 6.2.2. Distributed Computing
    • 6.2.3. Exascale Computing

Chapter 7. Global AI Enhanced HPC Market Size & Forecasts by Industry 2022-2032

  • 7.1. Segment Dashboard
  • 7.2. Global AI Enhanced HPC Market: Industry Revenue Trend Analysis, 2022 & 2032 (USD Million/Billion)
    • 7.2.1. Healthcare
    • 7.2.2. Automotive
    • 7.2.3. Aerospace & Defense
    • 7.2.4. Energy
    • 7.2.5. Financial Services
    • 7.2.6. Retail
    • 7.2.7. Others

Chapter 8. Global AI Enhanced HPC Market Size & Forecasts by Deployment 2022-2032

  • 8.1. Segment Dashboard
  • 8.2. Global AI Enhanced HPC Market: Deployment Revenue Trend Analysis, 2022 & 2032 (USD Million/Billion)
    • 8.2.1. On-Premise
    • 8.2.2. Cloud

Chapter 9. Global AI Enhanced HPC Market Size & Forecasts by Server Price Band 2022-2032

  • 9.1. Segment Dashboard
  • 9.2. Global AI Enhanced HPC Market: Server Price Band Revenue Trend Analysis, 2022 & 2032 (USD Million/Billion)
    • 9.2.1. Low-Cost Servers
    • 9.2.2. Mid-Range Servers
    • 9.2.3. High-End Servers

Chapter 10. Global AI Enhanced HPC Market Size & Forecasts by Region 2022-2032

  • 10.1. North America AI Enhanced HPC Market
    • 10.1.1. U.S. AI Enhanced HPC Market
      • 10.1.1.1. Component Breakdown Size & Forecasts, 2022-2032
      • 10.1.1.2. Computation Type Breakdown Size & Forecasts, 2022-2032
      • 10.1.1.3. Industry Breakdown Size & Forecasts, 2022-2032
      • 10.1.1.4. Deployment Breakdown Size & Forecasts, 2022-2032
      • 10.1.1.5. Server Price Band Breakdown Size & Forecasts, 2022-2032
    • 10.1.2. Canada AI Enhanced HPC Market
  • 10.2. Europe AI Enhanced HPC Market
    • 10.2.1. UK AI Enhanced HPC Market
    • 10.2.2. Germany AI Enhanced HPC Market
    • 10.2.3. France AI Enhanced HPC Market
    • 10.2.4. Spain AI Enhanced HPC Market
    • 10.2.5. Italy AI Enhanced HPC Market
    • 10.2.6. Rest of Europe AI Enhanced HPC Market
  • 10.3. Asia-Pacific AI Enhanced HPC Market
    • 10.3.1. China AI Enhanced HPC Market
    • 10.3.2. India AI Enhanced HPC Market
    • 10.3.3. Japan AI Enhanced HPC Market
    • 10.3.4. Australia AI Enhanced HPC Market
    • 10.3.5. South Korea AI Enhanced HPC Market
    • 10.3.6. Rest of Asia Pacific AI Enhanced HPC Market
  • 10.4. Latin America AI Enhanced HPC Market
    • 10.4.1. Brazil AI Enhanced HPC Market
    • 10.4.2. Mexico AI Enhanced HPC Market
    • 10.4.3. Rest of Latin America AI Enhanced HPC Market
  • 10.5. Middle East & Africa AI Enhanced HPC Market
    • 10.5.1. Saudi Arabia AI Enhanced HPC Market
    • 10.5.2. South Africa AI Enhanced HPC Market
    • 10.5.3. Rest of Middle East & Africa AI Enhanced HPC Market

Chapter 11. Competitive Intelligence

  • 11.1. Key Company SWOT Analysis
    • 11.1.1. IBM Corporation
    • 11.1.2. NVIDIA Corporation
    • 11.1.3. Hewlett Packard Enterprise (HPE)
  • 11.2. Top Market Strategies
  • 11.3. Company Profiles
    • 11.3.1. IBM Corporation
      • 11.3.1.1. Key Information
      • 11.3.1.2. Overview
      • 11.3.1.3. Financial (Subject to Data Availability)
      • 11.3.1.4. Product Summary
      • 11.3.1.5. Market Strategies
    • 11.3.2. NVIDIA Corporation
    • 11.3.3. Hewlett Packard Enterprise (HPE)
    • 11.3.4. Intel Corporation
    • 11.3.5. Advanced Micro Devices (AMD), Inc.
    • 11.3.6. Dell Technologies, Inc.
    • 11.3.7. Microsoft Corporation
    • 11.3.8. Google LLC
    • 11.3.9. Amazon Web Services (AWS)
    • 11.3.10. Fujitsu Limited
    • 11.3.11. Cray Inc.
    • 11.3.12. Atos SE
    • 11.3.13. Lenovo Group Limited
    • 11.3.14. Oracle Corporation
    • 11.3.15. Cisco Systems, Inc.

Chapter 12. Research Process

  • 12.1. Research Process
    • 12.1.1. Data Mining
    • 12.1.2. Analysis
    • 12.1.3. Market Estimation
    • 12.1.4. Validation
    • 12.1.5. Publishing
  • 12.2. Research Attributes