GPUaaS(GPU as a Service) 시장 : 세계 산업 규모, 점유율, 동향, 기회, 예측 - 도입 모델별, 기업 유형별, 최종사용자별, 지역별, 경쟁별(2020-2030년)
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
상품코드:1881539
리서치사:TechSci Research
발행일:2025년 11월
페이지 정보:영문 186 Pages
라이선스 & 가격 (부가세 별도)
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한글목차
세계의 GPUaaS(GPU as a Service) 시장은 2024년 22억 5,000만 달러에서 2030년까지 113억 3,000만 달러로, CAGR 30.92%로 성장할 것으로 예측됩니다.
세계 GPUaaS(GPU as a Service) 시장은 인터넷을 통해 고성능 그래픽 처리 장치(GPU)에 대한 온디맨드 액세스를 제공하는 클라우드 기반 솔루션을 포함하며, 이를 통해 고객 조직에서 막대한 초기 하드웨어 투자 및 지속적인 유지보수의 필요성을 제거합니다. 초기 하드웨어 투자 및 지속적인 유지보수의 필요성을 제거합니다. 이러한 시장 확대를 뒷받침하는 주요 요인으로는 인공지능(AI), 머신러닝, 딥러닝 워크로드를 구동하기 위한 고성능 컴퓨팅에 대한 수요 증가와 클라우드 기반 GPU 리소스가 본질적으로 제공하는 비용 효율성과 확장성을 꼽을 수 있습니다.
시장 개요
예측 기간
2026-2030년
시장 규모 : 2024년
22억 5,000만 달러
시장 규모 : 2030년
113억 3,000만 달러
CAGR : 2025-2030년
30.92%
가장 빠르게 성장하는 부문
BFSI
최대 시장
북미
주요 시장 촉진요인
세계 GPU as a Service 시장은 인공지능 및 머신러닝 워크로드에 대한 수요 증가로 인해 큰 영향을 받고 있습니다. 대규모 언어 모델과 고급 딥러닝 알고리즘을 포함한 복잡한 AI 모델의 학습 및 배포에는 기존 CPU가 효율적으로 제공할 수 없는 대규모 병렬 처리 능력이 필요합니다.
주요 시장 과제
세계 GPU as a Service 시장의 성장을 저해하는 가장 큰 이슈는 데이터 보안과 프라이버시에 대한 우려가 지속되고 있다는 점입니다. 조직은 이러한 플랫폼이 클라우드 환경에서 기밀 데이터를 처리하고 저장한다는 점을 고려하여 GPUaaS 솔루션을 충분히 활용하는 것을 꺼려하고 있습니다.
주요 시장 동향
GPUaaS(GPU as a Service)와 엣지 컴퓨팅 아키텍처의 통합은 고성능 프로세싱을 데이터 생성 지점에 가깝게 만드는 전략적 트렌드입니다. 이 접근 방식은 지연을 최소화하고 대역폭을 최적화합니다. 이는 자율 시스템 및 산업용 IoT와 같은 애플리케이션에서 실시간 인공지능 추론에 매우 중요합니다.
목차
제1장 개요
제2장 조사 방법
제3장 주요 요약
제4장 고객의 소리
제5장 세계의 GPUaaS(GPU as a Service) 시장 전망
시장 규모 및 예측
금액별
시장 점유율과 예측
도입 모델별(프라이빗 GPU 클라우드, 퍼블릭 GPU 클라우드, 하이브리드 GPU 클라우드)
기업 규모별(중소기업, 대기업)
최종사용자별(의료, 금융 서비스, 제조업, IT·통신, 자동차, 기타)
지역별
기업별(2024)
시장 맵
제6장 북미의 GPUaaS(GPU as a Service) 시장 전망
시장 규모 및 예측
시장 점유율과 예측
북미 : 국가별 분석
미국
캐나다
멕시코
제7장 유럽의 GPUaaS(GPU as a Service) 시장 전망
시장 규모 및 예측
시장 점유율과 예측
유럽 : 국가별 분석
독일
프랑스
영국
이탈리아
스페인
제8장 아시아태평양의 GPUaaS(GPU as a Service) 시장 전망
시장 규모 및 예측
시장 점유율과 예측
아시아태평양 : 국가별 분석
중국
인도
일본
한국
호주
제9장 중동 및 아프리카의 GPUaaS(GPU as a Service) 시장 전망
시장 규모 및 예측
시장 점유율과 예측
중동 및 아프리카 : 국가별 분석
사우디아라비아
아랍에미리트
남아프리카공화국
제10장 남미의 GPUaaS(GPU as a Service) 시장 전망
시장 규모 및 예측
시장 점유율과 예측
남미 : 국가별 분석
브라질
콜롬비아
아르헨티나
제11장 시장 역학
성장 촉진요인
과제
제12장 시장 동향과 발전
인수합병
제품 출시
최근 동향
제13장 세계의 GPUaaS(GPU as a Service) 시장 : SWOT 분석
제14장 Porter's Five Forces 분석
업계내 경쟁
신규 참여의 가능성
공급업체의 능력
고객의 능력
대체품의 위협
제15장 경쟁 구도
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.
제16장 전략적 제안
제17장 조사 회사 소개 및 면책사항
KSM
영문 목차
영문목차
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 Period
2026-2030
Market Size 2024
USD 2.25 Billion
Market Size 2030
USD 11.33 Billion
CAGR 2025-2030
30.92%
Fastest Growing Segment
BFSI
Largest Market
North 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
