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市场调查报告书
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GPU 即服务 (GPUaaS) 市场规模、份额和趋势分析报告：按组件、按行业、按定价模式、按组织规模、按地区和细分趋势，2023-2030 年

GPU As A Service (GPUaaS) Market Size, Share & Trends Analysis Report By Component (Solution, Services), By Industry Vertical (BFSI, Gaming), By Pricing Model, By Organization Size, By Region, And Segment Forecasts, 2023 - 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

GPU 即服务 (GPUaaS) 市场成长与趋势：

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

预计2023年至2030年该市场将以20.3%的年复合成长率成长。人工智慧 (AI) 和机器学习 (ML) 应用在各个行业中越来越普及。这些应用程式通常需要强大的运算能力，而 GPU 非常适合提供这种能力。 GPUaaS 提供可扩充性，并允许使用者根据自己的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 的需求也随之增加。

云端运算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。这种根据专案和工作负载需求弹性扩展 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。

北美市场产生了最大的收益。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、资料分析和其他 GPU集中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。

GPU 即服务市集报告亮点

  • 按产业划分，游戏领域占市场主导地位，2022 年收益占有率为 25.1%。近年来，由于线上游戏、电子竞技和虚拟实境（VR）游戏的普及，游戏领域出现了显着扩张。
  • 按地区划分，北美占据市场主导地位，2022 年销售额份额为 34.0%。 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。
  • 按组成部分来看，解决方案细分市场在 2022 年占据市场主导地位，收益占有率为 56.83%。需要在网路边缘进行即时资料处理和人工智慧推理的边缘运算和物联网应用需要 GPUaaS。 GPU 效率使企业能够在资源受限的边缘装置上实施人工智慧主导的解决方案。
  • 按组织规模划分，大型组织细分市场在 2022 年以 57.04% 的销售份额领先。 GPUaaS 提供可扩充性来满足不同的运算需求。大型组织通常具有可变的工作负载，GPUaaS 可让您根据需要扩展 GPU 资源，从而确保最佳效能和资源利用率。
  • 在定价模式方面，订阅计划细分市场在 2022 年占据主导地位，收入份额为 55.27%。与计量收费模式相比，基于订阅的计划通常可以节省成本，特别是对于定期和预测性需要 GPU 资源的使用者而言。
  • 研究人员和研究机构利用 GPUaaS 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，因此非常适合加速研究和领域中常见的复杂和运算密集型工作负载。

目录

第1章调查方法和范围

第2章执行摘要

第3章GPU 即服务市场变数、趋势与范围

  • 市场体系预测
  • 市场动态
    • 市场促进因素分析
    • 市场抑制因素分析
    • 产业挑战
  • GPU 市场分析工具即服务
    • 产业分析-波特五力分析
    • PESTEL分析
  • 问题分析

第4章GPU 市场即服务：成分估计与趋势分析

  • 细分仪表板
  • GPU 即服务市场：组件变化分析，百万美元，2022 年和 2030 年
  • 解决方案
  • 服务

第5章GPU 市场即服务：定价模式估算与趋势分析

  • 细分仪表板
  • GPU 即服务市场：定价模式变化分析，百万美元，2022 年和 2030 年
  • 付费使用制
  • 基于订阅的计划

第6章GPU 市场即服务：组织规模估算与趋势分析

  • 细分仪表板
  • GPU 即服务市场：组织规模变化分析，百万美元，2022 年和 2030 年
  • 大型组织
  • 中小型组织

第7章GPU 即服务市场：产业估算与趋势分析

  • 细分仪表板
  • GPU 即服务市场：产业分析，百万美元，2022 年和 2030 年
  • BFSI
  • 媒体与娱乐
  • 资讯科技和通讯
  • 卫生保健
  • 游戏
  • 汽车
  • 其他的

第8章GPU 市场即服务：区域估计与趋势分析

  • GPU 即服务市场占有率（按地区）（百万美元），2022 年及 2030 年
  • 北美洲
    • 2017-2030 年北美 GPU 即服务市场估计与预测
    • 美国
    • 加拿大
  • 欧洲
    • 2017-2030 年欧洲 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 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 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 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章竞争形势

  • 公司分类
  • 公司市场地位
  • 参与企业概况
  • 财务实绩
  • 产品基准评效
  • 企业热力图分析
  • 策略规划
  • 公司简介/名单
    • 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 anticipated to reach USD 12.26 billion by 2030, according to a new report by Grand View Research, Inc.. The market is anticipated to grow at a CAGR of 20.3% from 2023 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 GPUs are well-suited to provide. 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. Businesses in North America are actively pursuing digital transformation strategies, and GPU as a Service is a crucial component of this process. North America's market has grown substantially and is important in the overall cloud computing and AI ecosystem. The rising demand for GPUaaS is primarily fueled by the widespread adoption of AI, ML, data analytics, and other GPU-intensive tasks across diverse industries. The Asia Pacific region is anticipated 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:

  • In terms of industry vertical, the gaming segment dominated the market in 2022 with a revenue share of 25.1%. 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
  • Based on region, the North America region dominated the market in 2022 with a revenue share of 34.0%. Major cloud service providers like Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP) have expanded their GPUaaS offerings in North America
  • In terms of component, the solution segment dominated the market in 2022 with a revenue share of 56.83%. GPUaaS is sought after for edge computing and IoT applications, where real-time data processing and AI inferencing are required at the network's edge. The efficiency of GPUs allows businesses to implement AI-driven solutions on edge devices with constrained resources
  • In terms of organization size, the large-size organization segment led the market in 2022 with a revenue share of 57.04%. GPUaaS offers scalability to accommodate varying computational demands. Large organizations often have fluctuating workloads, and GPUaaS allows them to scale GPU resources depending on their needs, ensuring optimal performance and resource utilization
  • In terms of pricing model, the subscription-based plans segment dominated the market in 2022 with a revenue share of 55.27%. Subscription-based plans often provide cost savings compared to pay-as-you-go models, especially for users who require GPU resources regularly and predictably
  • Researchers and institutions have been leveraging GPUaaS 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, USD Million, 2022 & 2030
  • 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, USD Million, 2022 & 2030
  • 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, USD Million, 2022 & 2030
  • 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, USD Million, 2022 & 2030
  • 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, 2022 & 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 North America GPU as a Service market by country, 2017 - 2030 (USD Million)
  • Table 7 Europe GPU as a Service market by country, 2017 - 2030 (USD Million)
  • Table 8 Asia Pacific GPU as a Service market by country, 2017 - 2030 (USD Million)
  • Table 9 Latin America GPU as a Service market by type, 2017 - 2030 (USD Million)
  • Table 10 MEA GPU as a Service market by country, 2017 - 2030 (USD Million)
  • Table 11 Key companies launching new products/services
  • Table 12 Key companies engaged in mergers & acquisitions
  • Table 13 Key companies engaged in Research & development
  • Table 14 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 2022 & 2030 (USD million)
  • Fig. 15 Solution market revenue estimates and forecasts, 2017 - 2030 (USD million)
  • Fig. 16 Services market revenue estimates and forecasts, 2017 - 2030 (USD million)
  • Fig. 17 GPU as a Service Market: Pricing Model Outlook key takeaways (USD million)
  • Fig. 18 GPU as a Service Market: Pricing Model Movement Analysis 2022 & 2030 (USD million)
  • Fig. 19 Pay-per-use market revenue estimates and forecasts, 2017 - 2030 (USD million)
  • Fig. 20 Subscription-based plans market revenue estimates and forecasts, 2017 - 2030 (USD million)
  • Fig. 21 GPU as a Service Market: Organization Size outlook key takeaways (USD million)
  • Fig. 22 GPU as a Service Market: Organization Size movement analysis (USD million), 2022 & 2030
  • Fig. 23 Large Size Organization Market Revenue Estimates and Forecasts, 2017 - 2030 (USD million)
  • Fig. 24 Small & Medium Size Organizations market revenue estimates and forecasts, 2017 - 2030 (USD million)
  • Fig. 25 GPU as a Service Market: Industry Vertical Outlook key takeaways (USD million)
  • Fig. 26 GPU as a Service Market: Industry Vertical Movement Analysis (USD million), 2022 & 2030
  • Fig. 27 BFSI market revenue estimates and forecasts, 2017 - 2030 (USD million)
  • Fig. 28 Media and Entertainment market revenue estimates and forecasts, 2017 - 2030 (USD million)
  • Fig. 29 IT & Telecommunication market revenue estimates and forecasts, 2017 - 2030 (USD million)
  • Fig. 30 Healthcare market revenue estimates and forecasts, 2017 - 2030 (USD million)
  • Fig. 31 Gaming market revenue estimates and forecasts, 2017 - 2030 (USD million)
  • Fig. 32 Automotive market revenue estimates and forecasts, 2017 - 2030 (USD million)
  • Fig. 33 Others market revenue estimates and forecasts, 2017 - 2030 (USD million)
  • Fig. 34 Regional marketplace: Key takeaways
  • Fig. 35 GPU as a Service Market: Regional Outlook, 2022 & 2030 USD Million
  • Fig. 36 North America GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 37 U.S. GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 38 Canada GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 39 Europe GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 40 UK GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 41 Germany GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 42 France GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 43 Asia Pacific GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 44 Japan GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 45 China GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 46 India GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 47 South Korea GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 48 Australia GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 49 Latin America GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 50 Brazil GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 51 Mexico GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 52 MEA GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 53 Saudi Arabia GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 54 UAE GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 55 South Africa GPU as a Service market estimates and forecasts, 2018 - 2030 (USD million)
  • Fig. 56 Strategy framework
  • Fig. 57 Company Categorization