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PUBLISHER: Grand View Research | PRODUCT CODE: 1363420
PUBLISHER: Grand View Research | PRODUCT CODE: 1363420
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
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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
Product Code: GVR-4-68040-110-2
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
- 3.3.1. Industry Analysis - Porter's
- 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
- 8.6.1. Middle East and Africa GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD MILLION)
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.
Product Code: GVR-4-68040-110-2
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
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