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1530445

GPUaaS（GPU 即服務）市場規模、佔有率、趨勢分析報告：按組件、按定價模式、按組織規模、按行業、按地區、細分市場預測，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個工作天內

價格

GPUaaS（GPU 即服務）市場成長與趨勢：

Grand View Research, Inc.的最新報告顯示，到2030年，全球GPUaaS（GPU As A Service）市場規模預計將達到122.6億美元。

預計2024年至2030年該市場將以21.6%的複合年成長率擴張。人工智慧 (AI) 和機器學習 (ML) 應用在各個行業中越來越受歡迎。這些應用程式通常需要強大的運算能力，最好由圖形處理單元 (GPU) 提供。 GPUaaS（GPU即服務）提供可擴充性，並允許使用者根據特定要求調整運算資源。隨著越來越多的公司和研究人員採用人工智慧和機器學習技術，對 GPUaaS 的需求也隨之成長。

雲端處理的日益普及正在推動 GPUaaS 產品的擴展。雲端服務供應商提供 GPU 實例，為需要強大運算資源來執行深度學習、資料分析和渲染等任務的客戶提供服務。這使得沒有能力投資昂貴硬體的廣大用戶更容易使用 GPU。例如，亞馬遜網路服務（AWS）是一家全球雲端服務供應商，在其亞馬遜彈性運算雲端（Amazon EC2）服務下提供各種GPU執行個體。 AWS 提供多種 GPU 執行個體類型來適應不同的運算工作負載。

GPUaaS 讓組織和個人可以根據自己的特定需求調整運算資源，這對於具有不同 GPU 功率需求的人來說是一個有吸引力的選擇。這種根據計劃和工作負載需求靈活擴展 GPU 資源的能力對於具有不同 GPU 功率需求的組織來說非常有吸引力。例如，Google雲端平台（GCP）是一個雲端服務供應商，提供許多GPU實例，包括強大的NVIDIA A100 Tensor Core GPU。這些 GPU 是基於 NVIDIA Ampere架構構建，可顯著提高 AI、ML 和高效能運算工作負載的效能。

2023 年收益最高的市場是北美。北美公司正積極推行數位轉型策略，GPU 即服務已成為此過程的關鍵要素。北美市場成長顯著，在整個雲端運算和人工智慧（AI）生態系統中佔據重要地位。對 GPUaaS 需求不斷成長的主要原因是人工智慧、機器學習 (ML)、資料分析和其他 GPU密集型任務在不同行業的廣泛採用。預計亞太地區將成為預測期內成長最快的市場。亞太地區以其新興技術的快速採用而聞名。中國、印度、日本、韓國、澳洲和新加坡等國家處於亞太地區 GPUaaS 採用的前沿。

GPUaaS（GPU 即服務）市場報告亮點

  • 2023 年的收益佔有率將為 25.3%，其中游戲產業佔據市場主導地位。近年來，在線上遊戲、電子競技和虛擬實境 (VR) 遊戲日益普及的推動下，遊戲產業出現了顯著擴張。
  • 北美地區在2023年以33.6%的收益佔有率主導全球市場。 Amazon Web Services (AWS)、Microsoft Azure 和 Google Cloud Platform (GCP) 等主要雲端服務供應商正在北美擴展其 GPUaaS 產品。
  • 企業越來越依賴資料分析和高效能運算，通常需要強大的 GPU。 GPUaaS 提供了一種按需存取此類運算能力的有效方法。
  • 研究人員和研究機構利用 GPU 即服務來滿足各種科學模擬、資料分析和運算任務的運算需求。 GPU 在執行平行運算方面非常高效，非常適合加速研究和科學中常見的複雜、運算集中工作負載。

目錄

第1章調查方法與範圍

第 2 章執行摘要

第 3 章 GPUaaS（GPU 即服務）市場變數、趨勢與範圍

  • 市場體系展望
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業挑戰
  • GPUaaS（GPU即服務）市場分析工具
    • 產業分析-波特五力分析
    • PESTEL分析
  • 問題分析

第 4 章 GPUaaS（GPU 即服務）市場：按組件分類的估計和趨勢分析

  • 細分儀表板
  • GPUaaS（GPU 即服務）市場：2023 年和 2030 年按組件分類的波動分析
  • 解決方案
  • 服務

第5章 GPUaaS（GPU 即服務）市場：定價模式估算與趨勢分析

  • 細分儀表板
  • GPUaaS（GPU 即服務）市場：2023 年與 2030 年定價模式波動分析
  • 付費使用制
  • 基於訂閱的計劃

第 6 章 GPUaaS（GPU 即服務）市場：依組織規模進行估算與趨勢分析

  • 細分儀表板
  • GPUaaS（GPU 即服務）市場：2023 年與 2030 年組織規模變化分析
  • 大型組織
  • 中小型組織

第7章 GPUaaS（GPU 即服務）市場：產業估算與趨勢分析

  • 細分儀表板
  • GPUaaS（GPU 即服務）市場：2023 年與 2030 年產業變化分析
  • BFSI
  • 媒體和娛樂
  • 資訊科技和通訊
  • 衛生保健
  • 遊戲
  • 汽車工業
  • 其他

第8章 GPUaaS（GPU即服務）市場：區域估計與趨勢分析

  • 2023 年及 2030 年 GPUaaS（GPU 即服務）市場佔有率（按地區）
  • 北美洲
    • 2017-2030 年北美 GPUaaS（GPU 即服務）市場估計與預測
    • 美國
    • 加拿大
  • 歐洲
    • 2017-2030 年歐洲 GPUaaS（GPU 即服務）市場估計與預測
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 2017-2030年亞太地區GPUaaS（GPU即服務）市場估計與預測
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
  • 拉丁美洲
    • 2017-2030 年拉丁美洲 GPUaaS（GPU 即服務）市場估計與預測
    • 巴西
    • 墨西哥
  • 中東和非洲
    • 2017-2030 年中東和非洲 GPUaaS（GPU 即服務）市場估計與預測
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第9章 競爭格局

  • 公司分類
  • 公司市場定位
  • 參與企業概況
  • 財務表現
  • 產品基準
  • 企業熱力圖分析
  • 策略規劃
  • 公司簡介/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