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1881539

GPU即服務市場－全球產業規模、佔有率、趨勢、機會及預測（依部署模式、企業類型、最終用戶、地區及競爭格局分類，2020-2030年預測）

GPU as a Service Market - Global Industry Size, Share, Trends, Opportunity, and Forecast Segmented By Deployment Model, By Enterprise Type, By End-User, By Region, and By Competition, 2020-2030F
出版日期: | 出版商: TechSci Research | 英文 186 Pages | 商品交期: 2-3個工作天內

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簡介目錄

全球GPU即服務市場規模將從2024年的22.5億美元成長到2030年的113.3億美元，複合年成長率達30.92%。全球GPU即服務（GPUaaS）市場涵蓋基於雲端的解決方案，透過網際網路按需提供高效能圖形處理單元（GPU），從而免去了客戶組織前期大量的硬體投資和持續維護成本。推動此市場擴張的主要因素包括：人工智慧、機器學習和深度學習工作負載對高效能運算的需求不斷成長，以及雲端GPU資源固有的成本效益和可擴展性。

市場概覽
預測期 2026-2030
2024年市場規模 22.5億美元
2030年市場規模 113.3億美元
2025-2030年複合年成長率 30.92%
成長最快的細分市場 金融服務業
最大的市場 北美洲

主要市場促進因素

主要市場挑戰

主要市場趨勢

目錄

第1章：產品概述

第2章：研究方法

第3章：執行概要

第4章：客戶之聲

第5章：全球GPU即服務市場展望

  • 市場規模及預測
    • 按價值
  • 市佔率及預測
    • 依部署模式（私有GPU雲、公有GPU雲、混合GPU雲）
    • 依企業類型（中小企業、大型企業）
    • 按最終用戶分類（醫療保健、銀行、金融服務和保險、製造業、IT和電信、汽車、其他）
    • 按地區
    • 按公司（2024 年）
  • 市場地圖

第6章：北美GPU即服務市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 北美洲：國家分析
    • 美國
    • 加拿大
    • 墨西哥

第7章：歐洲GPU即服務市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 歐洲：國家分析
    • 德國
    • 法國
    • 英國
    • 義大利
    • 西班牙

第8章：亞太地區GPU即服務市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 亞太地區：國家分析
    • 中國
    • 印度
    • 日本
    • 韓國
    • 澳洲

第9章：中東和非洲GPU即服務市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 中東和非洲：國家分析
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第10章：南美洲GPU即服務市場展望

  • 市場規模及預測
  • 市佔率及預測
  • 南美洲：國家分析
    • 巴西
    • 哥倫比亞
    • 阿根廷

第11章：市場動態

  • 促進要素
  • 挑戰

第12章：市場趨勢與發展

  • 併購（如有）
  • 產品發布（如有）
  • 最新進展

第13章：全球GPU即服務市場：SWOT分析

第14章：波特五力分析

  • 產業競爭
  • 新進入者的潛力
  • 供應商議價能力
  • 顧客的力量
  • 替代產品的威脅

第15章：競爭格局

  • Arm Holding PLC
  • Fujitsu Limited
  • Linode LLC
  • Amazon Web Services, Inc.
  • HCL Technologies Limited
  • IBM Corporation
  • Nvidia Corporation
  • Hewlett Packard Enterprise Development LP
  • Oracle Corporation
  • Qualcomm Technologies, Inc.

第16章：策略建議

第17章調查會社について,免責事項

簡介目錄
Product Code: 21737

The Global GPU as a Service Market will grow from USD 2.25 Billion in 2024 to USD 11.33 Billion by 2030 at a 30.92% CAGR. The Global GPU as a Service (GPUaaS) market encompasses cloud-based solutions providing on-demand access to high-performance Graphics Processing Units over the internet, thereby eliminating the necessity for substantial upfront hardware investments and ongoing maintenance for client organizations. Main drivers supporting this market's expansion include the escalating demand for high-performance computing to power artificial intelligence, machine learning, and deep learning workloads, coupled with the inherent cost efficiency and scalability offered by cloud-based GPU resources.

Market Overview
Forecast Period2026-2030
Market Size 2024USD 2.25 Billion
Market Size 2030USD 11.33 Billion
CAGR 2025-203030.92%
Fastest Growing SegmentBFSI
Largest MarketNorth America

Key Market Drivers

The global GPU as a Service market is significantly influenced by the escalating demand for artificial intelligence and machine learning workloads. The intricate computational requirements of training and deploying complex AI models, including large language models and advanced deep learning algorithms, necessitate substantial parallel processing capabilities that traditional CPUs cannot efficiently provide. This growing need is evidenced by the continuous surge in specialized hardware demand. For instance, according to The Wall Street Journal, September 2025, in an article detailing AI infrastructure contracts, OpenAI signed a contract with Oracle to purchase $300 billion worth of computing power over five years.

Key Market Challenges

A notable challenging factor impeding the growth of the Global GPU as a Service market is the persistent concern regarding data security and privacy. Organizations exhibit reluctance to fully leverage GPUaaS solutions, given that these platforms process and store sensitive data within cloud environments. This apprehension stems from potential vulnerabilities like unauthorized access and data breaches, alongside the complexities of adhering to a continually evolving landscape of data protection regulations. The highly confidential nature of information handled by GPU-intensive applications, such as advanced data analytics and deep learning, heightens these security anxieties.

Key Market Trends

The integration of GPU as a Service (GPUaaS) with edge computing architectures represents a strategic trend, shifting high-performance processing closer to data generation points. This approach minimizes latency and optimizes bandwidth, which is critical for real-time artificial intelligence inference in applications such as autonomous systems and industrial Internet of Things. For instance, IBM Consulting is developing AI Integration Services that leverage NVIDIA Blueprints for agentic AI at the edge, as highlighted in an IBM Newsroom article on March 18, 2025, particularly for use cases such as autonomous inspection in manufacturing. This architectural evolution is further supported by widespread network advancements; according to a report published by the 5G Americas in July 2024, North America's 5G adoption reached 32% of all wireless cellular connections, totaling 220 million.

Key Market Players

  • Arm Holding PLC
  • Fujitsu Limited
  • Linode LLC
  • Amazon Web Services, Inc.
  • HCL Technologies Limited
  • IBM Corporation
  • Nvidia Corporation
  • Hewlett Packard Enterprise Development LP
  • Oracle Corporation
  • Qualcomm Technologies, Inc.

Report Scope:

In this report, the Global GPU as a Service Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

GPU as a Service Market, By Deployment Model:

  • Private GPU Cloud
  • Public GPU Cloud
  • Hybrid GPU Cloud

GPU as a Service Market, By Enterprise Type:

  • Small & Medium-sized Enterprises
  • Large Enterprises

GPU as a Service Market, By End-User:

  • Healthcare
  • BFSI
  • Manufacturing
  • IT & Telecommunication
  • Automotive
  • Others

GPU as a Service 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 presents in the Global GPU as a Service Market.

Available Customizations:

Global GPU as a Service 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 GPU as a Service Market Outlook

  • 5.1. Market Size & Forecast
    • 5.1.1. By Value
  • 5.2. Market Share & Forecast
    • 5.2.1. By Deployment Model (Private GPU Cloud, Public GPU Cloud, Hybrid GPU Cloud)
    • 5.2.2. By Enterprise Type (Small & Medium-sized Enterprises, Large Enterprises)
    • 5.2.3. By End-User (Healthcare, BFSI, Manufacturing, IT & Telecommunication, Automotive, Others)
    • 5.2.4. By Region
    • 5.2.5. By Company (2024)
  • 5.3. Market Map

6. North America GPU as a Service Market Outlook

  • 6.1. Market Size & Forecast
    • 6.1.1. By Value
  • 6.2. Market Share & Forecast
    • 6.2.1. By Deployment Model
    • 6.2.2. By Enterprise Type
    • 6.2.3. By End-User
    • 6.2.4. By Country
  • 6.3. North America: Country Analysis
    • 6.3.1. United States GPU as a Service 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 Deployment Model
        • 6.3.1.2.2. By Enterprise Type
        • 6.3.1.2.3. By End-User
    • 6.3.2. Canada GPU as a Service 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 Deployment Model
        • 6.3.2.2.2. By Enterprise Type
        • 6.3.2.2.3. By End-User
    • 6.3.3. Mexico GPU as a Service 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 Deployment Model
        • 6.3.3.2.2. By Enterprise Type
        • 6.3.3.2.3. By End-User

7. Europe GPU as a Service Market Outlook

  • 7.1. Market Size & Forecast
    • 7.1.1. By Value
  • 7.2. Market Share & Forecast
    • 7.2.1. By Deployment Model
    • 7.2.2. By Enterprise Type
    • 7.2.3. By End-User
    • 7.2.4. By Country
  • 7.3. Europe: Country Analysis
    • 7.3.1. Germany GPU as a Service 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 Deployment Model
        • 7.3.1.2.2. By Enterprise Type
        • 7.3.1.2.3. By End-User
    • 7.3.2. France GPU as a Service 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 Deployment Model
        • 7.3.2.2.2. By Enterprise Type
        • 7.3.2.2.3. By End-User
    • 7.3.3. United Kingdom GPU as a Service 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 Deployment Model
        • 7.3.3.2.2. By Enterprise Type
        • 7.3.3.2.3. By End-User
    • 7.3.4. Italy GPU as a Service 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 Deployment Model
        • 7.3.4.2.2. By Enterprise Type
        • 7.3.4.2.3. By End-User
    • 7.3.5. Spain GPU as a Service 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 Deployment Model
        • 7.3.5.2.2. By Enterprise Type
        • 7.3.5.2.3. By End-User

8. Asia Pacific GPU as a Service Market Outlook

  • 8.1. Market Size & Forecast
    • 8.1.1. By Value
  • 8.2. Market Share & Forecast
    • 8.2.1. By Deployment Model
    • 8.2.2. By Enterprise Type
    • 8.2.3. By End-User
    • 8.2.4. By Country
  • 8.3. Asia Pacific: Country Analysis
    • 8.3.1. China GPU as a Service 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 Deployment Model
        • 8.3.1.2.2. By Enterprise Type
        • 8.3.1.2.3. By End-User
    • 8.3.2. India GPU as a Service 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 Deployment Model
        • 8.3.2.2.2. By Enterprise Type
        • 8.3.2.2.3. By End-User
    • 8.3.3. Japan GPU as a Service 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 Deployment Model
        • 8.3.3.2.2. By Enterprise Type
        • 8.3.3.2.3. By End-User
    • 8.3.4. South Korea GPU as a Service 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 Deployment Model
        • 8.3.4.2.2. By Enterprise Type
        • 8.3.4.2.3. By End-User
    • 8.3.5. Australia GPU as a Service 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 Deployment Model
        • 8.3.5.2.2. By Enterprise Type
        • 8.3.5.2.3. By End-User

9. Middle East & Africa GPU as a Service Market Outlook

  • 9.1. Market Size & Forecast
    • 9.1.1. By Value
  • 9.2. Market Share & Forecast
    • 9.2.1. By Deployment Model
    • 9.2.2. By Enterprise Type
    • 9.2.3. By End-User
    • 9.2.4. By Country
  • 9.3. Middle East & Africa: Country Analysis
    • 9.3.1. Saudi Arabia GPU as a Service 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 Deployment Model
        • 9.3.1.2.2. By Enterprise Type
        • 9.3.1.2.3. By End-User
    • 9.3.2. UAE GPU as a Service 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 Deployment Model
        • 9.3.2.2.2. By Enterprise Type
        • 9.3.2.2.3. By End-User
    • 9.3.3. South Africa GPU as a Service 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 Deployment Model
        • 9.3.3.2.2. By Enterprise Type
        • 9.3.3.2.3. By End-User

10. South America GPU as a Service Market Outlook

  • 10.1. Market Size & Forecast
    • 10.1.1. By Value
  • 10.2. Market Share & Forecast
    • 10.2.1. By Deployment Model
    • 10.2.2. By Enterprise Type
    • 10.2.3. By End-User
    • 10.2.4. By Country
  • 10.3. South America: Country Analysis
    • 10.3.1. Brazil GPU as a Service 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 Deployment Model
        • 10.3.1.2.2. By Enterprise Type
        • 10.3.1.2.3. By End-User
    • 10.3.2. Colombia GPU as a Service 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 Deployment Model
        • 10.3.2.2.2. By Enterprise Type
        • 10.3.2.2.3. By End-User
    • 10.3.3. Argentina GPU as a Service 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 Deployment Model
        • 10.3.3.2.2. By Enterprise Type
        • 10.3.3.2.3. By End-User

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 GPU as a Service 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. Arm Holding PLC
    • 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. Fujitsu Limited
  • 15.3. Linode LLC
  • 15.4. Amazon Web Services, Inc.
  • 15.5. HCL Technologies Limited
  • 15.6. IBM Corporation
  • 15.7. Nvidia Corporation
  • 15.8. Hewlett Packard Enterprise Development LP
  • 15.9. Oracle Corporation
  • 15.10. Qualcomm Technologies, Inc.

16. Strategic Recommendations

17. About Us & Disclaimer