云端运算高效能运算市场－全球产业规模、份额、趋势、机会和预测，按组件（硬体、软体和服务）、部署类型、产业应用、地区和竞争格局划分，2021-2031年预测

全球云端高效能运算 (HPC) 市场规模将从 2025 年的 350.9 亿美元成长到 2031 年的 524.8 亿美元，复合年增长率 (CAGR) 为 6.94%。全球云端高效能运算 (HPC) 市场旨在透过云端架构提供强大的运算能力，以解决传统上需要本地超级电脑才能完成的复杂处理任务。该市场的主要驱动力是基因组学和金融等行业对可扩展基础设施日益增长的需求，以支援大型语言模型和数据密集型模拟。

主要市场驱动因素

人工智慧和机器学习工作负载的激增正在从根本上重塑市场格局，各组织机构纷纷积极迁移到基于云端的高效能运算 (HPC) 来应对生成式人工智慧的庞大运算需求。训练复杂的大型语言模型需要大量的专用硬体集群，例如 GPU，而对于单一公司而言，在本地部署这些硬体通常成本过高。

主要市场挑战

云端支出管理的复杂性是全球云端高效能运算 (HPC) 市场扩张的一大障碍。虽然营运费用模式提供了灵活性，但按需付费定价的波动性却为企业带来了巨大的财务不确定性。

主要市场趋势

混合云和多云端架构的日益普及正成为企业优化高效能运算工作负载并降低厂商锁定风险的关键策略。企业越来越多地将运算任务分布在本地基础设施和多个公有云供应商之间，以充分利用不同环境的特定技术优势和定价模式。

目录

第一章：产品概述

第二章：研究方法

第三章：执行概要

第四章：顾客之声

第五章：全球云端运算高效能运算（HPC）市场展望

• 市场规模及预测
  • 按价值
• 市占率及预测
  • 按组件划分（硬体（伺服器、储存设备、系统和网路设备）、软体和服务）
  • 依部署类型（本机部署、云端部署）
  • 按工业应用领域划分（航太与国防、能源与公用事业、银行、金融服务与保险、媒体与娱乐、製造业、生命科学与医疗保健）
  • 按地区
  • 按公司（2025 年）
• 市场地图

第六章：北美云端运算高效能运算（HPC）市场展望

• 市场规模及预测
• 市占率及预测
• 北美洲：国家分析
  • 美国
  • 加拿大
  • 墨西哥

第七章：欧洲云端运算高效能运算（HPC）市场展望

• 市场规模及预测
• 市占率及预测
• 欧洲：国家分析
  • 德国
  • 法国
  • 英国
  • 义大利
  • 西班牙

第八章：亚太地区云端运算高效能运算（HPC）市场展望

• 市场规模及预测
• 市占率及预测
• 亚太地区：国家分析
  • 中国
  • 印度
  • 日本
  • 韩国
  • 澳洲

第九章：中东和非洲云端运算高效能运算（HPC）市场展望

• 市场规模及预测
• 市占率及预测
• 中东和非洲：国家分析
  • 沙乌地阿拉伯
  • 阿联酋
  • 南非

第十章：南美云端运算高效能运算（HPC）市场展望

• 市场规模及预测
• 市占率及预测
• 南美洲：国家分析
  • 巴西
  • 哥伦比亚
  • 阿根廷

第十一章：市场动态

• 司机
• 挑战

第十二章：市场趋势与发展

• 併购
• 产品发布
• 最新进展

第十三章：全球云端运算高效能运算（HPC）市场：SWOT分析

第十四章：波特五力分析

• 产业竞争
• 新进入者的潜力
• 供应商议价能力
• 顾客的力量
• 替代产品的威胁

第十五章：竞争格局

• Advanced Micro Devices Inc.
• Hewlett Packard Enterprise
• Sugon Information Industry Co. Ltd
• Fujistu Ltd
• Intel Corporation
• International Business Machines Corporation
• Microsoft Corporation
• Dell Technologies Inc.
• Dassault Systems SE
• Lenovo Group Limited

第十六章：策略建议

第17章调查会社について・免责事项

The Global Cloud High Performance Computing (HPC) Market will grow from USD 35.09 Billion in 2025 to USD 52.48 Billion by 2031 at a 6.94% CAGR. The Global Cloud High Performance Computing (HPC) Market involves the delivery of extensive computational power via cloud architectures to resolve complex processing tasks that traditionally require on-premises supercomputers. The market is primarily driven by the intensifying demand for scalable infrastructure to support Large Language Models and data-heavy simulations in industries such as genomics and finance.

Key Market Drivers

The surging adoption of Artificial Intelligence and Machine Learning workloads is fundamentally reshaping the market, as organizations aggressively migrate to cloud-based High Performance Computing (HPC) to handle the immense computational requirements of generative AI. Training complex Large Language Models requires massive clusters of specialized hardware, such as GPUs, which are often financially impractical for individual companies to procure on-premises.

Key Market Challenges

The complexity of managing cloud expenditures constitutes a formidable obstacle to the expansion of the Global Cloud High Performance Computing (HPC) Market. While the operational expense model offers flexibility, the volatility associated with pay-as-you-go pricing creates significant financial uncertainty for enterprises. High-performance workloads often involve fluctuating demand for massive computational resources, making it difficult for organizations to predict monthly bills accurately. This unpredictability frequently results in budget overruns, compelling financial decision-makers to limit cloud adoption or retain on-premises infrastructure where costs are fixed and predictable.

Key Market Trends

Rising Adoption of Hybrid and Multi-Cloud Architectures is becoming a defining strategy for enterprises seeking to optimize high-performance computing workloads while mitigating vendor lock-in. Organizations are increasingly distributing computational tasks across on-premises infrastructure and multiple public cloud providers to leverage the specific technical strengths and pricing models of different environments. This approach allows users to maintain sensitive data within private clusters while bursting to the cloud for peak processing needs, effectively balancing performance requirements with cost efficiency.

Key Market Players

• Advanced Micro Devices Inc.
• Hewlett Packard Enterprise
• Sugon Information Industry Co. Ltd
• Fujistu Ltd
• Intel Corporation
• International Business Machines Corporation
• Microsoft Corporation
• Dell Technologies Inc.
• Dassault Systems SE
• Lenovo Group Limited

Report Scope:

In this report, the Global Cloud High Performance Computing (HPC) Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

Cloud High Performance Computing (HPC) Market, By Component:

• Hardware (Servers, Storage Devices, Systems, and Networking Devices)
• Software
• and Services

Cloud High Performance Computing (HPC) Market, By Deployment Type:

• On-premises
• Cloud

Cloud High Performance Computing (HPC) Market, By Industrial Application:

• Aerospace and Defense
• Energy and Utilities
• BFSI
• Media and Entertainment
• Manufacturing
• Life Science
• and Healthcare

Cloud High Performance Computing (HPC) Market, By Region:

• North America
• United States
• Canada
• Mexico
• Europe
• France
• United Kingdom
• Italy
• Germany
• Spain
• Asia Pacific
• China
• India
• Japan
• Australia
• South Korea
• South America
• Brazil
• Argentina
• Colombia
• Middle East & Africa
• South Africa
• Saudi Arabia
• UAE

Competitive Landscape

Company Profiles: Detailed analysis of the major companies present in the Global Cloud High Performance Computing (HPC) Market.

Available Customizations:

Global Cloud High Performance Computing (HPC) Market report with the given market data, TechSci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

• Detailed analysis and profiling of additional market players (up to five).

Table of Contents

1. Product Overview

• 1.1. Market Definition
• 1.2. Scope of the Market
  • 1.2.1. Markets Covered
  • 1.2.2. Years Considered for Study
  • 1.2.3. Key Market Segmentations

2. Research Methodology

• 2.1. Objective of the Study
• 2.2. Baseline Methodology
• 2.3. Key Industry Partners
• 2.4. Major Association and Secondary Sources
• 2.5. Forecasting Methodology
• 2.6. Data Triangulation & Validation
• 2.7. Assumptions and Limitations

3. Executive Summary

• 3.1. Overview of the Market
• 3.2. Overview of Key Market Segmentations
• 3.3. Overview of Key Market Players
• 3.4. Overview of Key Regions/Countries
• 3.5. Overview of Market Drivers, Challenges, Trends

4. Voice of Customer

5. Global Cloud High Performance Computing (HPC) Market Outlook

• 5.1. Market Size & Forecast
  • 5.1.1. By Value
• 5.2. Market Share & Forecast
  • 5.2.1. By Component (Hardware (Servers, Storage Devices, Systems, and Networking Devices), Software, and Services)
  • 5.2.2. By Deployment Type (On-premises, Cloud)
  • 5.2.3. By Industrial Application (Aerospace and Defense, Energy and Utilities, BFSI, Media and Entertainment, Manufacturing, Life Science, and Healthcare)
  • 5.2.4. By Region
  • 5.2.5. By Company (2025)
• 5.3. Market Map

6. North America Cloud High Performance Computing (HPC) Market Outlook

• 6.1. Market Size & Forecast
  • 6.1.1. By Value
• 6.2. Market Share & Forecast
  • 6.2.1. By Component
  • 6.2.2. By Deployment Type
  • 6.2.3. By Industrial Application
  • 6.2.4. By Country
• 6.3. North America: Country Analysis
  • 6.3.1. United States Cloud High Performance Computing (HPC) Market Outlook
    • 6.3.1.1. Market Size & Forecast
      • 6.3.1.1.1. By Value
    • 6.3.1.2. Market Share & Forecast
      • 6.3.1.2.1. By Component
      • 6.3.1.2.2. By Deployment Type
      • 6.3.1.2.3. By Industrial Application
  • 6.3.2. Canada Cloud High Performance Computing (HPC) Market Outlook
    • 6.3.2.1. Market Size & Forecast
      • 6.3.2.1.1. By Value
    • 6.3.2.2. Market Share & Forecast
      • 6.3.2.2.1. By Component
      • 6.3.2.2.2. By Deployment Type
      • 6.3.2.2.3. By Industrial Application
  • 6.3.3. Mexico Cloud High Performance Computing (HPC) Market Outlook
    • 6.3.3.1. Market Size & Forecast
      • 6.3.3.1.1. By Value
    • 6.3.3.2. Market Share & Forecast
      • 6.3.3.2.1. By Component
      • 6.3.3.2.2. By Deployment Type
      • 6.3.3.2.3. By Industrial Application

7. Europe Cloud High Performance Computing (HPC) Market Outlook

• 7.1. Market Size & Forecast
  • 7.1.1. By Value
• 7.2. Market Share & Forecast
  • 7.2.1. By Component
  • 7.2.2. By Deployment Type
  • 7.2.3. By Industrial Application
  • 7.2.4. By Country
• 7.3. Europe: Country Analysis
  • 7.3.1. Germany Cloud High Performance Computing (HPC) Market Outlook
    • 7.3.1.1. Market Size & Forecast
      • 7.3.1.1.1. By Value
    • 7.3.1.2. Market Share & Forecast
      • 7.3.1.2.1. By Component
      • 7.3.1.2.2. By Deployment Type
      • 7.3.1.2.3. By Industrial Application
  • 7.3.2. France Cloud High Performance Computing (HPC) Market Outlook
    • 7.3.2.1. Market Size & Forecast
      • 7.3.2.1.1. By Value
    • 7.3.2.2. Market Share & Forecast
      • 7.3.2.2.1. By Component
      • 7.3.2.2.2. By Deployment Type
      • 7.3.2.2.3. By Industrial Application
  • 7.3.3. United Kingdom Cloud High Performance Computing (HPC) Market Outlook
    • 7.3.3.1. Market Size & Forecast
      • 7.3.3.1.1. By Value
    • 7.3.3.2. Market Share & Forecast
      • 7.3.3.2.1. By Component
      • 7.3.3.2.2. By Deployment Type
      • 7.3.3.2.3. By Industrial Application
  • 7.3.4. Italy Cloud High Performance Computing (HPC) Market Outlook
    • 7.3.4.1. Market Size & Forecast
      • 7.3.4.1.1. By Value
    • 7.3.4.2. Market Share & Forecast
      • 7.3.4.2.1. By Component
      • 7.3.4.2.2. By Deployment Type
      • 7.3.4.2.3. By Industrial Application
  • 7.3.5. Spain Cloud High Performance Computing (HPC) Market Outlook
    • 7.3.5.1. Market Size & Forecast
      • 7.3.5.1.1. By Value
    • 7.3.5.2. Market Share & Forecast
      • 7.3.5.2.1. By Component
      • 7.3.5.2.2. By Deployment Type
      • 7.3.5.2.3. By Industrial Application

8. Asia Pacific Cloud High Performance Computing (HPC) Market Outlook

• 8.1. Market Size & Forecast
  • 8.1.1. By Value
• 8.2. Market Share & Forecast
  • 8.2.1. By Component
  • 8.2.2. By Deployment Type
  • 8.2.3. By Industrial Application
  • 8.2.4. By Country
• 8.3. Asia Pacific: Country Analysis
  • 8.3.1. China Cloud High Performance Computing (HPC) Market Outlook
    • 8.3.1.1. Market Size & Forecast
      • 8.3.1.1.1. By Value
    • 8.3.1.2. Market Share & Forecast
      • 8.3.1.2.1. By Component
      • 8.3.1.2.2. By Deployment Type
      • 8.3.1.2.3. By Industrial Application
  • 8.3.2. India Cloud High Performance Computing (HPC) Market Outlook
    • 8.3.2.1. Market Size & Forecast
      • 8.3.2.1.1. By Value
    • 8.3.2.2. Market Share & Forecast
      • 8.3.2.2.1. By Component
      • 8.3.2.2.2. By Deployment Type
      • 8.3.2.2.3. By Industrial Application
  • 8.3.3. Japan Cloud High Performance Computing (HPC) Market Outlook
    • 8.3.3.1. Market Size & Forecast
      • 8.3.3.1.1. By Value
    • 8.3.3.2. Market Share & Forecast
      • 8.3.3.2.1. By Component
      • 8.3.3.2.2. By Deployment Type
      • 8.3.3.2.3. By Industrial Application
  • 8.3.4. South Korea Cloud High Performance Computing (HPC) Market Outlook
    • 8.3.4.1. Market Size & Forecast
      • 8.3.4.1.1. By Value
    • 8.3.4.2. Market Share & Forecast
      • 8.3.4.2.1. By Component
      • 8.3.4.2.2. By Deployment Type
      • 8.3.4.2.3. By Industrial Application
  • 8.3.5. Australia Cloud High Performance Computing (HPC) Market Outlook
    • 8.3.5.1. Market Size & Forecast
      • 8.3.5.1.1. By Value
    • 8.3.5.2. Market Share & Forecast
      • 8.3.5.2.1. By Component
      • 8.3.5.2.2. By Deployment Type
      • 8.3.5.2.3. By Industrial Application

9. Middle East & Africa Cloud High Performance Computing (HPC) Market Outlook

• 9.1. Market Size & Forecast
  • 9.1.1. By Value
• 9.2. Market Share & Forecast
  • 9.2.1. By Component
  • 9.2.2. By Deployment Type
  • 9.2.3. By Industrial Application
  • 9.2.4. By Country
• 9.3. Middle East & Africa: Country Analysis
  • 9.3.1. Saudi Arabia Cloud High Performance Computing (HPC) Market Outlook
    • 9.3.1.1. Market Size & Forecast
      • 9.3.1.1.1. By Value
    • 9.3.1.2. Market Share & Forecast
      • 9.3.1.2.1. By Component
      • 9.3.1.2.2. By Deployment Type
      • 9.3.1.2.3. By Industrial Application
  • 9.3.2. UAE Cloud High Performance Computing (HPC) Market Outlook
    • 9.3.2.1. Market Size & Forecast
      • 9.3.2.1.1. By Value
    • 9.3.2.2. Market Share & Forecast
      • 9.3.2.2.1. By Component
      • 9.3.2.2.2. By Deployment Type
      • 9.3.2.2.3. By Industrial Application
  • 9.3.3. South Africa Cloud High Performance Computing (HPC) Market Outlook
    • 9.3.3.1. Market Size & Forecast
      • 9.3.3.1.1. By Value
    • 9.3.3.2. Market Share & Forecast
      • 9.3.3.2.1. By Component
      • 9.3.3.2.2. By Deployment Type
      • 9.3.3.2.3. By Industrial Application

10. South America Cloud High Performance Computing (HPC) Market Outlook

• 10.1. Market Size & Forecast
  • 10.1.1. By Value
• 10.2. Market Share & Forecast
  • 10.2.1. By Component
  • 10.2.2. By Deployment Type
  • 10.2.3. By Industrial Application
  • 10.2.4. By Country
• 10.3. South America: Country Analysis
  • 10.3.1. Brazil Cloud High Performance Computing (HPC) Market Outlook
    • 10.3.1.1. Market Size & Forecast
      • 10.3.1.1.1. By Value
    • 10.3.1.2. Market Share & Forecast
      • 10.3.1.2.1. By Component
      • 10.3.1.2.2. By Deployment Type
      • 10.3.1.2.3. By Industrial Application
  • 10.3.2. Colombia Cloud High Performance Computing (HPC) Market Outlook
    • 10.3.2.1. Market Size & Forecast
      • 10.3.2.1.1. By Value
    • 10.3.2.2. Market Share & Forecast
      • 10.3.2.2.1. By Component
      • 10.3.2.2.2. By Deployment Type
      • 10.3.2.2.3. By Industrial Application
  • 10.3.3. Argentina Cloud High Performance Computing (HPC) Market Outlook
    • 10.3.3.1. Market Size & Forecast
      • 10.3.3.1.1. By Value
    • 10.3.3.2. Market Share & Forecast
      • 10.3.3.2.1. By Component
      • 10.3.3.2.2. By Deployment Type
      • 10.3.3.2.3. By Industrial Application

11. Market Dynamics

• 11.1. Drivers
• 11.2. Challenges

12. Market Trends & Developments

• 12.1. Merger & Acquisition (If Any)
• 12.2. Product Launches (If Any)
• 12.3. Recent Developments

13. Global Cloud High Performance Computing (HPC) Market: SWOT Analysis

14. Porter's Five Forces Analysis

• 14.1. Competition in the Industry
• 14.2. Potential of New Entrants
• 14.3. Power of Suppliers
• 14.4. Power of Customers
• 14.5. Threat of Substitute Products

15. Competitive Landscape

• 15.1. Advanced Micro Devices Inc.
  • 15.1.1. Business Overview
  • 15.1.2. Products & Services
  • 15.1.3. Recent Developments
  • 15.1.4. Key Personnel
  • 15.1.5. SWOT Analysis
• 15.2. Hewlett Packard Enterprise
• 15.3. Sugon Information Industry Co. Ltd
• 15.4. Fujistu Ltd
• 15.5. Intel Corporation
• 15.6. International Business Machines Corporation
• 15.7. Microsoft Corporation
• 15.8. Dell Technologies Inc.
• 15.9. Dassault Systems SE
• 15.10. Lenovo Group Limited

16. Strategic Recommendations

17. About Us & Disclaimer