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市场调查报告书
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1530445

GPUaaS（GPU 即服务）市场规模、份额、趋势分析报告：按组件、按定价模式、按组织规模、按行业、按地区、细分市场预测，2024-2030 年

GPU As A Service Market Size, Share & Trends Analysis Report By Component, By Pricing Model, By Organization Size, By Industry Vertical, By Region, and Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 100 Pages | 商品交期: 2-10个工作天内

价格

GPUaaS（GPU 即服务）市场成长与趋势：

Grand View Research, Inc.的最新报告显示，到2030年，全球GPUaaS（GPU As A Service）市场规模预计将达到122.6亿美元。

预计2024年至2030年该市场将以21.6%的复合年增长率扩张。人工智慧 (AI) 和机器学习 (ML) 应用在各个行业中越来越受欢迎。这些应用程式通常需要强大的运算能力，最好由图形处理单元 (GPU) 提供。 GPUaaS（GPU即服务）提供可扩充性，并允许使用者根据特定要求调整运算资源。随着越来越多的公司和研究人员采用人工智慧和机器学习技术，对 GPUaaS 的需求也随之成长。

云端处理的日益普及正在推动 GPUaaS 产品的扩展。云端服务供应商提供 GPU 实例，为需要强大运算资源来执行深度学习、资料分析和渲染等任务的客户提供服务。这使得没有能力投资昂贵硬体的广大用户更容易使用 GPU。例如，亚马逊网路服务（AWS）是一家全球云端服务供应商，在其亚马逊弹性运算云端（Amazon EC2）服务下提供各种GPU执行个体。 AWS 提供多种 GPU 执行个体类型来适应不同的运算工作负载。

GPUaaS 让组织和个人可以根据自己的特定需求调整运算资源，这对于具有不同 GPU 功率需求的人来说是一个有吸引力的选择。这种根据计划和工作负载需求灵活扩展 GPU 资源的能力对于具有不同 GPU 功率需求的组织来说非常有吸引力。例如，Google云端平台（GCP）是一个云端服务供应商，提供许多GPU实例，包括强大的NVIDIA A100 Tensor Core GPU。这些 GPU 是基于 NVIDIA Ampere架构构建，可显着提高 AI、ML 和高效能运算工作负载的效能。

2023 年收益最高的市场是北美。北美公司正积极推行数位转型策略，GPU 即服务已成为此过程的关键要素。北美市场成长显着，在整个云端运算和人工智慧（AI）生态系统中占据重要地位。对 GPUaaS 需求不断增长的主要原因是人工智慧、机器学习 (ML)、资料分析和其他 GPU密集型任务在不同行业的广泛采用。预计亚太地区将成为预测期内成长最快的市场。亚太地区以其新兴技术的快速采用而闻名。中国、印度、日本、韩国、澳洲和新加坡等国家处于亚太地区 GPUaaS 采用的前沿。

GPUaaS（GPU 即服务）市场报告亮点

  • 2023 年的收益占有率将为 25.3%，其中游戏产业占据市场主导地位。近年来，在线上游戏、电子竞技和虚拟实境 (VR) 游戏日益普及的推动下，游戏产业出现了显着扩张。
  • 北美地区在2023年以33.6%的收益占有率主导全球市场。 Amazon Web Services (AWS)、Microsoft Azure 和 Google Cloud Platform (GCP) 等主要云端服务供应商正在北美扩展其 GPUaaS 产品。
  • 企业越来越依赖资料分析和高效能运算，通常需要强大的 GPU。 GPUaaS 提供了一种按需存取此类运算能力的有效方法。
  • 研究人员和研究机构利用 GPU 即服务来满足各种科学模拟、资料分析和运算任务的运算需求。 GPU 在执行平行运算方面非常高效，非常适合加速研究和科学中常见的复杂、运算集中工作负载。

目录

第一章调查方法与范围

第 2 章执行摘要

第 3 章 GPUaaS（GPU 即服务）市场变数、趋势与范围

  • 市场体系展望
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 产业挑战
  • GPUaaS（GPU即服务）市场分析工具
    • 产业分析-波特五力分析
    • PESTEL分析
  • 问题分析

第 4 章 GPUaaS（GPU 即服务）市场：按组件分類的估计和趋势分析

  • 细分仪表板
  • GPUaaS（GPU 即服务）市场：2023 年和 2030 年按组件分類的波动分析
  • 解决方案
  • 服务

第五章 GPUaaS（GPU 即服务）市场：定价模式估算与趋势分析

  • 细分仪表板
  • GPUaaS（GPU 即服务）市场：2023 年与 2030 年定价模式波动分析
  • 付费使用制
  • 基于订阅的计划

第 6 章 GPUaaS（GPU 即服务）市场：依组织规模进行估算与趋势分析

  • 细分仪表板
  • GPUaaS（GPU 即服务）市场：2023 年与 2030 年组织规模变化分析
  • 大型组织
  • 中小型组织

第七章 GPUaaS（GPU 即服务）市场：产业估算与趋势分析

  • 细分仪表板
  • GPUaaS（GPU 即服务）市场：2023 年与 2030 年产业变化分析
  • BFSI
  • 媒体和娱乐
  • 资讯科技和通讯
  • 卫生保健
  • 游戏
  • 汽车工业
  • 其他的

第8章 GPUaaS（GPU即服务）市场：区域估计与趋势分析

  • 2023 年及 2030 年 GPUaaS（GPU 即服务）市场占有率（按地区）
  • 北美洲
    • 2017-2030 年北美 GPUaaS（GPU 即服务）市场估计与预测
    • 美国
    • 加拿大
  • 欧洲
    • 2017-2030 年欧洲 GPUaaS（GPU 即服务）市场估计与预测
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 2017-2030年亚太地区GPUaaS（GPU即服务）市场估计与预测
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
  • 拉丁美洲
    • 2017-2030 年拉丁美洲 GPUaaS（GPU 即服务）市场估计与预测
    • 巴西
    • 墨西哥
  • 中东和非洲
    • 2017-2030 年中东和非洲 GPUaaS（GPU 即服务）市场估计与预测
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非

第9章 竞争格局

  • 公司分类
  • 公司市场定位
  • 参与企业概况
  • 财务表现
  • 产品基准
  • 企业热力图分析
  • 策略规划
  • 公司简介/上市公司
    • Amazon Web Services（AWS）
    • Arm Holding PLC
    • Fujitsu Ltd
    • HCL Technologies
    • IBM Corporation
    • Intel Corporation
    • Microsoft Corporation
    • NVIDIA Corporation
    • Oracle Corporation
    • Qualcomm Technologies, Inc.
Product Code: GVR-4-68040-110-2

GPU As A Service Market Growth & Trends:

The global GPU as a service market size is expected to reach USD 12.26 billion by 2030, according to a new report by Grand View Research, Inc. The market is anticipated to expand at a CAGR of 21.6% from 2024 to 2030. Artificial Intelligence (AI) and Machine Learning (ML) applications have become increasingly prevalent across various industries. These applications often require substantial computational power, which graphics processing units (GPUs) are well-suited to provide. GPU as a service (GPUaaS) provides scalability, allowing users to adjust their computational resources based on their specific requirements. As more businesses and researchers adopt AI and ML technologies, the demand for GPUaaS has risen accordingly.

The growing popularity of cloud computing has facilitated the expansion of GPUaaS offerings. Cloud service providers offer GPU instances to cater to customers who need powerful computing resources for tasks like deep learning, data analysis, rendering, and more. This has made GPUs more accessible to a broader range of users who may not have the means to invest in expensive hardware. For instance, Amazon Web Services (AWS) is a cloud service provider globally, and it offers a variety of GPU instances under its Amazon Elastic Compute Cloud (Amazon EC2) service. AWS provides different GPU instance types to cater to various computational workloads.

GPUaaS allows organizations and individuals to adjust their computational resources based on their specific needs, making it an appealing choice for those with varying GPU power requirements. The ability to scale GPU resources based on project and workload demands makes this flexibility highly appealing to organizations with varying GPU power needs. For instance, Google Cloud Platform (GCP) is a cloud service provider offering many GPU instances, including the potent NVIDIA A100 Tensor Core GPUs. These GPUs, built on the NVIDIA Ampere architecture, deliver substantial performance improvements for AI, ML, and high-performance computing workloads.

North America generated the largest revenue for the market in 2023. Businesses in North America are actively pursuing digital transformation strategies, and GPU as a Service is a crucial component of this process. The North America market has grown substantially and is important in the overall cloud computing and artificial intelligence (AI) ecosystem. The rising demand for GPUaaS is primarily fueled by the widespread adoption of AI, machine learning (ML), data analytics, and other GPU-intensive tasks across diverse industries. The Asia Pacific region is expected to be the fastest-growing market during the forecast period. The Asia-Pacific region is known for its rapid adoption of emerging technologies. Countries like China, India, Japan, South Korea, Australia, and Singapore have been at the forefront of GPUaaS adoption in the Asia-Pacific region.

GPU As A Service Market Report Highlights:

  • The gaming segment dominated the market with a revenue share of 25.3% in 2023. The gaming sector has seen a remarkable expansion in recent years, fueled by the rising popularity of online gaming, eSports, and virtual reality (VR) gaming.
  • The North America region dominated the global market with a revenue share of 33.6% in 2023. Major cloud service providers like Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP) have expanded their GPUaaS offerings in North America.
  • Businesses increasingly relied on data analytics and high-performance computing, which often require powerful GPUs. GPUaaS provided an efficient way to access such computational power on demand.
  • Researchers and institutions have been leveraging GPU as a Service to meet the computational demands of various scientific simulations, data analysis, and computational tasks. GPUs are highly efficient in performing parallel computations, making them well-suited for accelerating complex and computationally intensive workloads commonly found in research and scientific domains.

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Research Methodology
    • 1.2.1. Information Procurement
  • 1.3. Information or Data Analysis
  • 1.4. Methodology
  • 1.5. Research Scope and Assumptions
  • 1.6. Market Formulation & Validation
  • 1.7. Country Based Segment Share Calculation
  • 1.8. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. GPU as a Service Market Variables, Trends, & Scope

  • 3.1. Market Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. GPU as a Service Market Analysis Tools
    • 3.3.1. Industry Analysis - Porter's
      • 3.3.1.1. Bargaining power of the suppliers
      • 3.3.1.2. Bargaining power of the buyers
      • 3.3.1.3. Threats of substitution
      • 3.3.1.4. Threats from new entrants
      • 3.3.1.5. Competitive rivalry
    • 3.3.2. PESTEL Analysis
      • 3.3.2.1. Political landscape
      • 3.3.2.2. Economic and Social landscape
      • 3.3.2.3. Technological landscape
  • 3.4. Pain Point Analysis

Chapter 4. GPU as a Service Market: Component Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. GPU as a Service Market: Component Movement Analysis, 2023 & 2030 (USD Million)
  • 4.3. Solution
    • 4.3.1. Solution Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 4.4. Services
    • 4.4.1. Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 5. GPU as a Service Market: Pricing Model Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. GPU as a Service Market: Pricing Model Movement Analysis, 2023 & 2030 (USD Million)
  • 5.3. Pay-per-use
    • 5.3.1. Pay-per-use Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.4. Subscription-based plans
    • 5.4.1. Subscription-based plans Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 6. GPU as a Service Market: Organization Size Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. GPU as a Service Market: Organization Size Movement Analysis, 2023 & 2030 (USD Million)
  • 6.3. Large Size Organization
    • 6.3.1. Large Size Organization Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.4. Small & Medium Size Organizations
    • 6.4.1. Small & Medium Size Organizations Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 7. GPU as a Service Market: Industry Vertical Estimates & Trend Analysis

  • 7.1. Segment Dashboard
  • 7.2. GPU as a Service Market: Industry Vertical Movement Analysis, 2023 & 2030 (USD Million)
  • 7.3. BFSI
    • 7.3.1. BFSI Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.4. Media and Entertainment
    • 7.4.1. Media and Entertainment Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.5. IT & Telecommunication
    • 7.5.1. IT & Telecommunication Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.6. Healthcare
    • 7.6.1. Healthcare Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.7. Gaming
    • 7.7.1. Gaming Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.8. Automotive Industry
    • 7.8.1. Automotive Industry Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.9. Others
    • 7.9.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 8. GPU as a Service Market: Regional Estimates & Trend Analysis

  • 8.1. GPU as a Service Market Share, By Region, 2023 & 2030 (USD Million)
  • 8.2. North America
    • 8.2.1. North America GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.2.2. U.S.
      • 8.2.2.1. U.S. GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.2.3. Canada
      • 8.2.3.1. Canada GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.3. Europe
    • 8.3.1. Europe GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.3.2. UK
      • 8.3.2.1. UK GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.3.3. Germany
      • 8.3.3.1. Germany GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.3.4. France
      • 8.3.4.1. France GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.4. Asia Pacific
    • 8.4.1. Asia Pacific GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.2. China
      • 8.4.2.1. China GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.3. Japan
      • 8.4.3.1. Japan GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.4. India
      • 8.4.4.1. India GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.5. South Korea
      • 8.4.5.1. South Korea GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.6. Australia
      • 8.4.6.1. Australia GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.5. Latin America
    • 8.5.1. Latin America GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.5.2. Brazil
      • 8.5.2.1. Brazil GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.5.3. Mexico
      • 8.5.3.1. Mexico GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.6. Middle East and Africa
    • 8.6.1. Middle East and Africa GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
      • 8.6.1.1. (USD Million)
    • 8.6.2. KSA
      • 8.6.2.1. KSA GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.6.3. UAE
      • 8.6.3.1. UAE GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.6.4. South Africa
      • 8.6.4.1. South Africa GPU as a Service Market Estimates and Forecasts, 2017 - 2030

Chapter 9. Competitive Landscape

  • 9.1. Company Categorization
  • 9.2. Company Market Positioning
  • 9.3. Participant's Overview
  • 9.4. Financial Performance
  • 9.5. Product Benchmarking
  • 9.6. Company Heat Map Analysis
  • 9.7. Strategy Mapping
  • 9.8. Company Profiles/Listing
    • 9.8.1. Amazon Web Services (AWS)
    • 9.8.2. Arm Holding PLC
    • 9.8.3. Fujitsu Ltd
    • 9.8.4. HCL Technologies
    • 9.8.5. IBM Corporation
    • 9.8.6. Intel Corporation
    • 9.8.7. Microsoft Corporation
    • 9.8.8. NVIDIA Corporation
    • 9.8.9. Oracle Corporation
    • 9.8.10. Qualcomm Technologies, Inc.

List of Tables

  • Table 1 Global GPU as a Service market by Component, 2017 - 2030 (USD Million)
  • Table 2 Global GPU as a Service market by Pricing Model, 2017 - 2030 (USD Million)
  • Table 3 Global GPU as a Service market by Organization Size, 2017 - 2030 (USD Million)
  • Table 4 Global GPU as a Service market by Industry Vertical, 2017 - 2030 (USD Million)
  • Table 5 Global GPU as a Service market by Region, 2017 - 2030 (USD Million)
  • Table 6 Key companies launching new products/services
  • Table 7 Key companies engaged in mergers & acquisition
  • Table 8 Key companies engaged in Research & development
  • Table 9 Key Companies engaged in expansion

List of Figures

  • Fig. 1 GPU as a Service Market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Market formulation & validation
  • Fig. 7 GPU as a Service market snapshot
  • Fig. 8 GPU as a Service market segment snapshot
  • Fig. 9 GPU as a Service market competitive landscape snapshot
  • Fig. 10 Market research process
  • Fig. 11 Market driver relevance analysis (Current & future impact)
  • Fig. 12 Market restraint relevance analysis (Current & future impact)
  • Fig. 13 GPU as a Service Market, Component outlook key takeaways (USD Million)
  • Fig. 14 GPU as a Service Market: Component movement analysis 2023 & 2030 (USD Million) Solution market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 15 Services market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 16 GPU as a Service Market: Pricing Model outlook key takeaways (USD Million)
  • Fig. 17 GPU as a Service Market: Pricing Model movement analysis 2023 & 2030 (USD Million)
  • Fig. 18 Pay-per-use market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 19 Subscription-based plans market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 20 GPU as a Service Market: Organization Size outlook key takeaways (USD Million)
  • Fig. 21 GPU as a Service Market: Organization Size movement analysis 2023 & 2030 (USD Million)
  • Fig. 22 Large Size Organization market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 23 Small & Medium Size Organizations market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 24 GPU as a Service Market: Industry Vertical outlook key takeaways (USD Million)
  • Fig. 25 GPU as a Service Market: Industry Vertical movement analysis 2023 & 2030 (USD Million)
  • Fig. 26 BFSI market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 27 Media and Entertainment market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 28 IT & Telecommunication market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 29 Healthcare market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 30 Gaming market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 31 Automotive market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 32 Others market revenue estimates and forecasts, 2017 - 2030 (USD Million)
  • Fig. 33 Regional marketplace: Key takeaways
  • Fig. 34 GPU as a Service Market: Regional outlook, 2023 & 2030, USD Million
  • Fig. 35 North America GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 36 U.S. GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 Canada GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 Europe GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 UK GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 Germany GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 France GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 Asia Pacific GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 Japan GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 China GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 India GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 South Korea GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 Australia GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 Latin America GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 Brazil GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 Mexico GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 MEA GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 Saudi Arabia GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 53 UAE GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 54 South Africa GPU as a Service market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 55 Strategy framework
  • Fig. 56 Company Categorization