GPU as a Service (GPUaaS) Market Size By Product (Software [Computer-aided Design (CAD)/Computer-aided Manufacturing (CAM), Simulation, Imaging, Digital Video, Modeling and Animation], Services [Managed Services, Updates & Maintenance, Compliance & Securi

GPU as a Service (GPUaaS) Market Size By Product (Software [Computer-aided Design (CAD)/Computer-aided Manufacturing (CAM), Simulation, Imaging, Digital Video, Modeling and Animation], Services [Managed Services, Updates & Maintenance, Compliance & Security]), By Application (Gaming, Design and Manufacturing, Automotive, Real Estate, Healthcare), By Service Model (SaaS, IaaS, PaaS), By Delivery Model (Public, Private, Hybrid), COVID-19 Impact Analysis, Regional Outlook, Growth Potential, Competitive Market Share & Forecast, 2022 - 2030

The GPU as a Service (GPUaaS) market is anticipated to grow at a significant rate through 2030 owing to rising adoption of advanced AI technology. Additionally, the advent of novel technologies is set to further bolster industry growth over the forecast period.

Recently, industry players have been investing in product development and innovation, which has been favorable for the product scenario of the market. For instance, in April 2022, Fungible Inc., a Silicon Valley company, introduced Fungible GPU-Connect (FGC), a novel solution designed to revolutionize the assessment of data processing capacity and address challenges arising as a result of prevalent application of AI/ML technology, mainly in Edge data centers with under-utilized and stranded GPUs.

The GPU as a Service (GPUaaS) market has been classified in terms of product, service model, delivery model, application, and region.

Based on product, the industry has been divided into software and service. Under software, the market has been segmented into CAD/CAM, simulation, imaging, digital video, and modeling and animation. The simulation segment is slated to record a CAGR of around 41.3% through 2030 due to growing use of cutting-edge technologies like virtual reality (VR), augmented reality (AR), and 3D printing.

In 2021, the digital video segment registered a market share of over 7.98% and is expected to develop at a sturdy rate over the review timeline as digital video allows for real-time acquisition, processing, and distribution of high-resolution videos in various video broadcast situations. Furthermore, the modeling and animation segment is set to depict a CAGR of more than 35.7% through the study time period since the use of advanced modeling software has increased because of rapid development in 3D technology.

Under service, the GPU as a Service (GPUaaS) market has been segregated into updates and maintenance, managed services, and compliance and security. The updates and maintenance segment garnered roughly 22.43% market share in 2021 as companies operating in the GPUaaS market are focusing on regularly updating their product portfolios with the latest improvements.

In 2021, the compliance and security segment contributed to a sizable market share and is primed to expand at a CAGR of nearly 54.2% over 2022-2030 given that the banking industry is poised to see an increase in the uptake of GPU-accelerated cloud-native technologies.

On the basis of application, the GPU as a Service (GPUaaS) market has been divided into automotive, gaming, design and manufacturing, healthcare, and real estate. Real estate is slated to grow at above 38.1% CAGR from 2022 to 2030 backed by the advent of new technologies in the real estate sector, such as drones and AR. In 2021, the healthcare segment accounted for a market share of roughly 12.89% on account of extensive use of GPUs for visualizing data for real-time analysis across healthcare applications.

On the regional spectrum, the Latin America GPU as a Service (GPUaaS) industry is estimated to showcase a CAGR of around 43.3% through the forecast period owing to soaring investment in cloud technology, along with increasing awareness related to the benefits of cloud computing in the LATAM region. On the other hand, the Middle East & Africa GPU as a Service (GPUaaS) market exceeded a valuation of $56.01 million in 2021 supported by growing number of real estate and construction projects in MEA, particularly in the UAE, Qatar, and Saudi Arabia.


Chapter 1 Research Methodology
1.1 Scope and definitions
1.2 Methodology and forecast parameters
1.3 Region-wise COVID-19 impact analysis
1.3.1 North America
1.3.2 Europe
1.3.3 Asia Pacific
1.3.4 Latin America
1.3.5 Middle East & Africa
1.4 Russia Ukraine war impact parameters
1.5 Regional trends
1.5.1 North America
1.5.2 Europe
1.5.3 Asia Pacific
1.5.4 Latin America
1.5.5 Middle East & Africa
1.6 Data Sources
1.6.1 Secondary sources
1.6.2 Primary sources
1.7 Industry Glossary
Chapter 2 Executive Summary
2.1 GPU as a service industry 360 degree synopsis, 2018 - 2030
2.2 Business trends
2.3 Regional trends
2.4 Product trends
2.5 Delivery model trends
2.6 Service model trends
2.7 Application trends
Chapter 3 GPU as a Service Industry Insights
3.1 Introduction
3.2 Impact analysis of the COVID-19 pandemic
3.2.1 Impact by region
3.2.1.1 Global outlook
3.2.1.2 North America
3.2.1.3 Europe
3.2.1.4 Asia Pacific
3.2.1.5 Latin America
3.2.1.6 MEA
3.2.2 Impact on industry value chain
3.2.2.1 Industry value chain
3.2.2.2 Component supplier
3.2.2.3 Technology provider
3.2.2.4 System integrators
3.2.2.5 Service providers
3.2.2.6 System integrators
3.2.3 Impact on competitive landscape
3.2.3.1 Strategy
3.2.3.2 Distribution channels
3.2.3.3 Business growth
3.2.4 Strategies to regain pre-COVID-19 growth
3.2.4.1 AWS
3.2.4.2 Google LLC
3.2.4.3 IBM Corporation
3.2.4.4 Microsoft Corporation
3.3 Impact of the Russia-Ukraine War
3.3.1 Impact on technology supply chain
3.3.2 Response of global enterprises
3.3.3 Region-wise response on the Russia-Ukraine crisis
3.3.3.1 North America
3.3.3.2 Europe
3.3.3.3 Asia Pacific
3.3.3.4 Latin America
3.3.3.5 MEA
3.4 Industry ecosystem analysis
3.4.1 Raw material suppliers
3.4.2 Original Equipment Manufacturer (OEMs)
3.4.3 Embedded system
3.4.4 Technology providers
3.4.5 System integrators
3.4.6 Service providers
3.4.7 End users
3.4.8 Pricing trends
3.4.8.1 Lambda Labs
3.4.8.2 OVHcloud
3.4.8.3 Linode LLC
3.4.8.4 JarvisLabs.ai
3.4.8.5 FluidStack, Ltd.
3.4.8.6 Genesis Cloud GmbH
3.4.8.7 VULTR (The Constant Company LLC)
3.4.9 Profit margin
3.4.10 Vendor matrix
3.5 Impact of cryptocurrency on the GPU market
3.6 Cloud gaming impact on GPUaaS market
3.7 Industry architecture analysis
3.8 Technology landscape
3.8.1 Impact of IoT
3.8.2 Non-photorealistic rendering
3.8.3 AI, Deep Learning, and Machine Learning
3.9 Investment portfolio
3.10 Patent analysis
3.11 Regulatory landscape
3.11.1 Global
3.11.1.1 PCI DSS
3.11.1.2 CSA Security, Trust & Assurance Registry (STAR)
3.11.1.3 ISO 14001
3.11.2 North America
3.11.2.1 Statement on Auditing Standards 70 (SAS)
3.11.2.2 CLOUD Act
3.11.2.3 California Consumer Privacy Act
3.11.2.4 The Personal Information Protection and Electronic Documents Act (PIPEDA)
3.11.3 Europe
3.11.3.1 Restriction of Hazardous Substances (RoHS)
3.11.3.2 European General Data Protection Regulation (GDPR)
3.11.3.3 Directive on Security of Network and Information Systems (the NIS Directive)
3.11.3.4 EU Artificial Intelligence Act
3.11.4 Asia Pacific
3.11.4.1 Multi-Tier Cloud Security (MTCS) Standard
3.11.4.2 Personal Information Protection Act (Act No. 14839) (“PIPA”)
3.11.4.3 Cybersecurity Law of the People's Republic of China
3.11.5 Latin America
3.11.5.1 Argentina's Personal Data Protection Law
3.11.5.2 Brazilian General Data Protection Law
3.11.5.3 Chile Law No. 19.628
3.11.6 MEA
3.11.6.1 National Data and Cloud Policy
3.11.6.2 Cloud Computing Regulatory Framework (CCRF)
3.11.6.3 Data Protection Law
3.12 Industry impact forces
3.12.1 Growth drivers
3.12.1.1 Increasing focus on R&D in the gaming and designing industries
3.12.1.2 Demand from cryptocurrency miners
3.12.1.3 Rise in demand for smart TV and smartwatches in Asia Pacific
3.12.1.4 Migration of data from on-premise to cloud delivery model
3.12.2 Industry pitfalls and challenges
3.12.2.1 Rapid change in technology
3.12.2.2 Lack of knowledge
3.12.2.3 Growing preference for portable devices rather than computing devices
3.12.2.4 Growing complexities and dynamic nature of the IT architecture
3.13 Growth potential analysis
3.14 Porter's analysis
3.14.1 Bargaining power of suppliers
3.14.2 Bargaining power of buyers
3.14.3 Threat of new entrants
3.14.4 Threat of substitutes
3.14.5 Competitive rivalry
3.15 PESTEL analysis
3.15.1 Political
3.15.2 Economic
3.15.3 Social
3.15.4 Technological
3.15.5 Legal
3.15.6 Environmental
Chapter 4 Competitive Landscape
4.1 Introduction
4.2 Company market share
4.3 Competitive analysis of major market players
4.3.1 Advanced Micro Devices (AMD), Inc.
4.3.2 Alibaba Cloud
4.3.3 Amazon Web Services (AWS)
4.3.4 IBM Corporation
4.3.5 Intel Corporation
4.3.6 Microsoft Corporation
4.3.7 Nvidia Corporation
4.4 Competitive analysis of innovative market players, 2021
4.4.1 Google LLC
4.4.2 Lambda Inc.
4.4.3 OVHcloud
4.4.4 Qualcomm Technologies, Inc.
4.4.5 Siemens AG
4.5 Vendor adoption matrix, 2021
Chapter 5 GPU as a Service Market, By Product
5.1 GPU as a Service market, by product, 2021 & 2030
5.2 Software
5.2.1 Market estimates and forecast, 2018 - 2030
5.2.2 CAD/CAM
5.2.2.1 Market estimates and forecast, 2018 - 2030
5.2.3 Simulation
5.2.3.1 Market estimates and forecast, 2018 - 2030
5.2.4 Imaging
5.2.4.1 Market estimates and forecast, 2018 - 2030
5.2.5 Digital video
5.2.5.1 Market estimates and forecast, 2018 - 2030
5.2.6 Modelling and animation
5.2.6.1 Market estimates and forecast, 2018 - 2030
5.2.7 Others
5.2.7.1 Market estimates and forecast, 2018 - 2030
5.3 Service
5.3.1 Market estimates and forecast, 2018 - 2030
5.3.2 Managed service
5.3.2.1 Market estimates and forecast, 2018 - 2030
5.3.3 Updates and maintenance
5.3.3.1 Market estimates and forecast, 2018 - 2030
5.3.4 Compliance and security
5.3.4.1 Market estimates and forecast, 2018 - 2030
5.3.5 Others
5.3.5.1 Market estimates and forecast, 2018 - 2030
Chapter 6 GPU as a Service Market, By Service Model
6.1 GPU as a Service market, by service model, 2021 & 2030
6.2 SaaS
6.2.1 Market estimates and forecast, 2018 - 2030
6.3 PaaS
6.3.1 Market estimates and forecast, 2018 - 2030
6.4 IaaS
6.4.1 Market estimates and forecast, 2018 - 2030
Chapter 7 GPU as a Service Market, By Delivery Model
7.1 GPU as a Service market, by delivery model, 2021 & 2030
7.2 Public
7.2.1 Market estimates and forecast, 2018 - 2030
7.3 Private
7.3.1 Market estimates and forecast, 2018 - 2030
7.4 Hybrid
7.4.1 Market estimates and forecast, 2018 - 2030
Chapter 8 GPU as a Service Market, By Application
8.1 GPU as a Service market, by application, 2021 & 2030
8.2 Gaming
8.2.1 Market estimates and forecast, 2018 - 2030
8.3 Design & manufacturing
8.3.1 Market estimates and forecast, 2018 - 2030
8.4 Automotive
8.4.1 Market estimates and forecast, 2018 - 2030
8.5 Real-estate
8.5.1 Market estimates and forecast, 2018 - 2030
8.6 Healthcare
8.6.1 Market estimates and forecast, 2018 - 2030
8.7 Others
8.7.1 Market estimates and forecast, 2018 - 2030
Chapter 9 GPU as a Service Market, By Region
9.1 GPU as a Service market, by region, 2021 & 2030
9.2 North America
9.2.1 Market estimates and forecast, 2018 - 2030
9.2.2 Market estimates and forecast, 2018 - 2030
9.2.3 Market estimates and forecast, by product, 2018 - 2030
9.2.3.1 Market estimates and forecast, by software, 2018 - 2030
9.2.3.2 Market estimates and forecast, by service, 2018 - 2030
9.2.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.2.5 Market estimates and forecast, by service model, 2018 - 2030
9.2.6 Market estimates and forecast, by application, 2018 - 2030
9.2.7 U.S.
9.2.7.1 Key initiatives and news
9.2.7.2 Market estimates and forecast, 2018 - 2030
9.2.7.3 Market estimates and forecast, by product, 2018 - 2030
9.2.7.3.1 Market estimates and forecast, by software, 2018 - 2030
9.2.7.3.2 Market estimates and forecast, by service, 2018 - 2030
9.2.7.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.2.7.5 Market estimates and forecast, by service model, 2018 - 2030
9.2.7.6 Market estimates and forecast, by application, 2018 - 2030
9.2.8 Canada
9.2.8.1 Key initiatives and news
9.2.8.2 Market estimates and forecast, 2018 - 2030
9.2.8.3 Market estimates and forecast, by product, 2018 - 2030
9.2.8.3.1 Market estimates and forecast, by software, 2018 - 2030
9.2.8.3.2 Market estimates and forecast, by service, 2018 - 2030
9.2.8.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.2.8.5 Market estimates and forecast, by service model, 2018 - 2030
9.2.8.6 Market estimates and forecast, by application, 2018 - 2030
9.3 Europe
9.3.1 Market estimates and forecast, 2018 - 2030
9.3.2 Market estimates and forecast, 2018 - 2030
9.3.3 Market estimates and forecast, by product, 2018 - 2030
9.3.3.1 Market estimates and forecast, by software, 2018 - 2030
9.3.3.2 Market estimates and forecast, by service, 2018 - 2030
9.3.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.3.5 Market estimates and forecast, by service model, 2018 - 2030
9.3.6 Market estimates and forecast, by application, 2018 - 2030
9.3.7 UK
9.3.7.1 Key initiatives and news
9.3.7.2 Market estimates and forecast, 2018 - 2030
9.3.7.3 Market estimates and forecast, by product, 2018 - 2030
9.3.7.3.1 Market estimates and forecast, by software, 2018 - 2030
9.3.7.3.2 Market estimates and forecast, by service, 2018 - 2030
9.3.7.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.3.7.5 Market estimates and forecast, by service model, 2018 - 2030
9.3.7.6 Market estimates and forecast, by application, 2018 - 2030
9.3.8 Germany
9.3.8.1 Key initiatives and news
9.3.8.2 Market estimates and forecast, 2018 - 2030
9.3.8.3 Market estimates and forecast, by product, 2018 - 2030
9.3.8.3.1 Market estimates and forecast, by software, 2018 - 2030
9.3.8.3.2 Market estimates and forecast, by service, 2018 - 2030
9.3.8.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.3.8.5 Market estimates and forecast, by service model, 2018 - 2030
9.3.8.6 Market estimates and forecast, by application, 2018 - 2030
9.3.9 Spain
9.3.9.1 Key initiatives and news
9.3.9.2 Market estimates and forecast, 2018 - 2030
9.3.9.3 Market estimates and forecast, by product, 2018 - 2030
9.3.9.3.1 Market estimates and forecast, by software, 2018 - 2030
9.3.9.3.2 Market estimates and forecast, by service, 2018 - 2030
9.3.9.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.3.9.5 Market estimates and forecast, by service model, 2018 - 2030
9.3.9.6 Market estimates and forecast, by application, 2018 - 2030
9.3.10 Italy
9.3.10.1 Key initiatives and news
9.3.10.2 Market estimates and forecast, 2018 - 2030
9.3.10.3 Market estimates and forecast, by product, 2018 - 2030
9.3.10.3.1 Market estimates and forecast, by software, 2018 - 2030
9.3.10.3.2 Market estimates and forecast, by service, 2018 - 2030
9.3.10.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.3.10.5 Market estimates and forecast, by service model, 2018 - 2030
9.3.10.6 Market estimates and forecast, by application, 2018 - 2030
9.3.11 France
9.3.11.1 Key initiatives and news
9.3.11.2 Market estimates and forecast, 2018 - 2030
9.3.11.3 Market estimates and forecast, by product, 2018 - 2030
9.3.11.3.1 Market estimates and forecast, by software, 2018 - 2030
9.3.11.3.2 Market estimates and forecast, by service, 2018 - 2030
9.3.11.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.3.11.5 Market estimates and forecast, by service model, 2018 - 2030
9.3.11.6 Market estimates and forecast, by application, 2018 - 2030
9.4 Asia Pacific
9.4.1 Market estimates and forecast, 2018 - 2030
9.4.2 Market estimates and forecast, 2018 - 2030
9.4.3 Market estimates and forecast, by product, 2018 - 2030
9.4.3.1 Market estimates and forecast, by software, 2018 - 2030
9.4.3.2 Market estimates and forecast, by service, 2018 - 2030
9.4.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.4.5 Market estimates and forecast, by service model, 2018 - 2030
9.4.6 Market estimates and forecast, by application, 2018 - 2030
9.4.7 China
9.4.7.1 Key initiatives and news
9.4.7.2 Market estimates and forecast, 2018 - 2030
9.4.7.3 Market estimates and forecast, by product, 2018 - 2030
9.4.7.3.1 Market estimates and forecast, by software, 2018 - 2030
9.4.7.3.2 Market estimates and forecast, by service, 2018 - 2030
9.4.7.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.4.7.5 Market estimates and forecast, by service model, 2018 - 2030
9.4.7.6 Market estimates and forecast, by application, 2018 - 2030
9.4.8 Japan
9.4.8.1 Key initiatives and news
9.4.8.2 Market estimates and forecast, 2018 - 2030
9.4.8.3 Market estimates and forecast, by product, 2018 - 2030
9.4.8.3.1 Market estimates and forecast, by software, 2018 - 2030
9.4.8.3.2 Market estimates and forecast, by service, 2018 - 2030
9.4.8.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.4.8.5 Market estimates and forecast, by service model, 2018 - 2030
9.4.8.6 Market estimates and forecast, by application, 2018 - 2030
9.4.9 South Korea
9.4.9.1 Key initiatives and news
9.4.9.2 Market estimates and forecast, 2018 - 2030
9.4.9.3 Market estimates and forecast, by product, 2018 - 2030
9.4.9.3.1 Market estimates and forecast, by software, 2018 - 2030
9.4.9.3.2 Market estimates and forecast, by service, 2018 - 2030
9.4.9.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.4.9.5 Market estimates and forecast, by service model, 2018 - 2030
9.4.9.6 Market estimates and forecast, by application, 2018 - 2030
9.4.10 Australia
9.4.10.1 Key initiatives and news
9.4.10.2 Market estimates and forecast, 2018 - 2030
9.4.10.3 Market estimates and forecast, by product, 2018 - 2030
9.4.10.3.1 Market estimates and forecast, by software, 2018 - 2030
9.4.10.3.2 Market estimates and forecast, by service, 2018 - 2030
9.4.10.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.4.10.5 Market estimates and forecast, by service model, 2018 - 2030
9.4.10.6 Market estimates and forecast, by application, 2018 - 2030
9.4.11 India
9.4.11.1 Key initiatives and news
9.4.11.2 Market estimates and forecast, 2018 - 2030
9.4.11.3 Market estimates and forecast, by product, 2018 - 2030
9.4.11.3.1 Market estimates and forecast, by software, 2018 - 2030
9.4.11.3.2 Market estimates and forecast, by service, 2018 - 2030
9.4.11.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.4.11.5 Market estimates and forecast, by service model, 2018 - 2030
9.4.11.6 Market estimates and forecast, by application, 2018 - 2030
9.5 Latin America
9.5.1 Market estimates and forecast, 2018 - 2030
9.5.2 Market estimates and forecast, 2018 - 2030
9.5.3 Market estimates and forecast, by product, 2018 - 2030
9.5.3.1 Market estimates and forecast, by software, 2018 - 2030
9.5.3.2 Market estimates and forecast, by service, 2018 - 2030
9.5.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.5.5 Market estimates and forecast, by service model, 2018 - 2030
9.5.6 Market estimates and forecast, by application, 2018 - 2030
9.5.7 Brazil
9.5.7.1 Key initiatives and news
9.5.7.2 Market estimates and forecast, 2018 - 2030
9.5.7.3 Market estimates and forecast, by product, 2018 - 2030
9.5.7.3.1 Market estimates and forecast, by software, 2018 - 2030
9.5.7.3.2 Market estimates and forecast, by service, 2018 - 2030
9.5.7.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.5.7.5 Market estimates and forecast, by service model, 2018 - 2030
9.5.7.6 Market estimates and forecast, by application, 2018 - 2030
9.5.8 Mexico
9.5.8.1 Key initiatives and news
9.5.8.2 Market estimates and forecast, 2018 - 2030
9.5.8.3 Market estimates and forecast, by product, 2018 - 2030
9.5.8.3.1 Market estimates and forecast, by software, 2018 - 2030
9.5.8.3.2 Market estimates and forecast, by service, 2018 - 2030
9.5.8.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.5.8.5 Market estimates and forecast, by service model, 2018 - 2030
9.5.8.6 Market estimates and forecast, by application, 2018 - 2030
9.5.9 Argentina
9.5.9.1 Key initiatives and news
9.5.9.2 Market estimates and forecast, 2018 - 2030
9.5.9.3 Market estimates and forecast, by product, 2018 - 2030
9.5.9.3.1 Market estimates and forecast, by software, 2018 - 2030
9.5.9.3.2 Market estimates and forecast, by service, 2018 - 2030
9.5.9.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.5.9.5 Market estimates and forecast, by service model, 2018 - 2030
9.5.9.6 Market estimates and forecast, by application, 2018 - 2030
9.6 Middle East & Africa
9.6.1 Market estimates and forecast, 2018 - 2030
9.6.2 Market estimates and forecast, 2018 - 2030
9.6.3 Market estimates and forecast, by product, 2018 - 2030
9.6.3.1 Market estimates and forecast, by software, 2018 - 2030
9.6.3.2 Market estimates and forecast, by service, 2018 - 2030
9.6.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.6.5 Market estimates and forecast, by service model, 2018 - 2030
9.6.6 Market estimates and forecast, by application, 2018 - 2030
9.6.7 GCC
9.6.7.1 Key initiatives and news
9.6.7.2 Market estimates and forecast, 2018 - 2030
9.6.7.3 Market estimates and forecast, by product, 2018 - 2030
9.6.7.3.1 Market estimates and forecast, by software, 2018 - 2030
9.6.7.3.2 Market estimates and forecast, by service, 2018 - 2030
9.6.7.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.6.7.5 Market estimates and forecast, by service model, 2018 - 2030
9.6.7.6 Market estimates and forecast, by application, 2018 - 2030
9.6.8 South Africa
9.6.8.1 Key initiatives and news
9.6.8.2 Market estimates and forecast, 2018 - 2030
9.6.8.3 Market estimates and forecast, by product, 2018 - 2030
9.6.8.3.1 Market estimates and forecast, by software, 2018 - 2030
9.6.8.3.2 Market estimates and forecast, by service, 2018 - 2030
9.6.8.4 Market estimates and forecast, by delivery model, 2018 - 2030
9.6.8.5 Market estimates and forecast, by service model, 2018 - 2030
9.6.8.6 Market estimates and forecast, by application, 2018 - 2030
Chapter 10 Company Profiles
10.1 Advanced Micro Devices, Inc
10.1.1 Business Overview
10.1.2 Financial Data
10.1.3 Product Landscape
10.1.4 Strategic Outlook
10.1.5 SWOT Analysis
10.2 Alibaba Cloud
10.2.1 Business Overview
10.2.2 Financial Data
10.2.3 Product Landscape
10.2.4 Strategic Outlook
10.2.5 SWOT Analysis
10.3 Amazon Web Services, Inc.
10.3.1 Business Overview
10.3.2 Financial Data
10.3.3 Product Landscape
10.3.4 Strategic Outlook
10.3.5 SWOT Analysis
10.4 Autodesk, Inc.
10.4.1 Business Overview
10.4.2 Financial Data
10.4.3 Product Landscape
10.4.4 Strategic Outlook
10.4.5 SWOT Analysis
10.5 Dassault Systems, Inc.
10.5.1 Business Overview
10.5.2 Financial Data
10.5.3 Product Landscape
10.5.4 Strategic Outlook
10.5.5 SWOT Analysis
10.6 dinCloud
10.6.1 Business Overview
10.6.2 Financial Data
10.6.3 Product Landscape
10.6.4 Strategic Outlook
10.6.5 SWOT Analysis
10.7 FluidStack, Ltd.
10.7.1 Business Overview
10.7.2 Financial Data
10.7.3 Product Landscape
10.7.4 Strategic Outlook
10.7.5 SWOT Analysis
10.8 Google LLC
10.8.1 Business Overview
10.8.2 Financial Data
10.8.3 Product Landscape
10.8.4 Strategic Outlook
10.8.5 SWOT Analysis
10.9 IBM Corporation
10.9.1 Business Overview
10.9.2 Financial Data
10.9.3 Product Landscape
10.9.4 Strategic Outlook
10.9.5 SWOT Analysis
10.10 Intel Corporation
10.10.1 Business Overview
10.10.2 Financial Data
10.10.3 Product Landscape
10.10.4 Strategic Outlook
10.10.5 SWOT Analysis
10.11 Lamba, Inc.
10.11.1 Business Overview
10.11.2 Financial Data
10.11.3 Product Landscape
10.11.4 Strategic Outlook
10.11.5 SWOT Analysis
10.12 Linode LLC
10.12.1 Business Overview
10.12.2 Financial Data
10.12.3 Product Landscape
10.12.4 Strategic Outlook
10.12.5 SWOT Analysis
10.13 Microsoft Corporation
10.13.1 Business Overview
10.13.2 Financial Data
10.13.3 Product Landscape
10.13.4 Strategic Outlook
10.13.5 SWOT Analysis
10.14 Nimbix, Inc.
10.14.1 Business Overview
10.14.2 Financial Data
10.14.3 Product Landscape
10.14.4 Strategic Outlook
10.14.5 SWOT Analysis
10.15 NVIDIA Corporation
10.15.1 Business Overview
10.15.2 Financial Data
10.15.3 Product Landscape
10.15.4 Strategic Outlook
10.15.5 SWOT Analysis
10.16 OVHcloud
10.16.1 Business Overview
10.16.2 Financial Data
10.16.3 Product Landscape
10.16.4 Strategic Outlook
10.16.5 SWOT Analysis
10.17 Paperspace
10.17.1 Business Overview
10.17.2 Financial Data
10.17.3 Product Landscape
10.17.4 Strategic Outlook
10.17.5 SWOT Analysis
10.18 Penguin Computing Inc.
10.18.1 Business Overview
10.18.2 Financial Data
10.18.3 Product Landscape
10.18.4 Strategic Outlook
10.18.5 SWOT Analysis
10.19 Qualcomm Technologies, Inc.
10.19.1 Business Overview
10.19.2 Financial Data
10.19.3 Product Landscape
10.19.4 Strategic Outlook
10.19.5 SWOT Analysis
10.20 ScaleMatrix Holdings, Inc.
10.20.1 Business Overview
10.20.2 Financial Data
10.20.3 Product Landscape
10.20.4 Strategic Outlook
10.20.5 SWOT Analysis
10.21 Siemens AG
10.21.1 Business Overview
10.21.2 Financial Data
10.21.3 Product Landscape
10.21.4 Strategic Outlook
10.21.5 SWOT Analysis
10.22 VULTR (The Constant Company LLC)
10.22.1 Business Overview
10.22.2 Financial Data
10.22.3 Product Landscape
10.22.4 Strategic Outlook
10.22.5 SWOT Analysis
Data Tables
TABLE 1. Global GPUaaS market, by product, 2021
TABLE 2. NVIDIA Corporation snapshot, 2021
TABLE 3. Largest gaming companies worldwide, by market value (USD Billion)
TABLE 4. PC GPU Vendors in the U.S. by market share
TABLE 5. Secondary sources, by region
TABLE 6. Industry glossary
TABLE 7. Cryptocurrency mining market, 2018 - 2021 (USD Million)
TABLE 8. Cryptocurrency mining market, 2022 - 2030 (USD Million)
TABLE 9. GPUaaS market, 2018 - 2021 (USD Million)
TABLE 10. GPUaaS market, 2022 - 2030 (USD Million)
TABLE 11. Cryptocurrency mining market, by region, 2018 - 2021 (USD Million)
TABLE 12. Cryptocurrency mining market, by region, 2022 - 2030 (USD Million)
TABLE 13. GPUaaS market, by region, 2018 - 2021 (USD Million)
TABLE 14. GPUaaS market, by region, 2022 - 2030 (USD Million)
TABLE 15. GPUaaS market, by product, 2018 - 2021 (USD Million)
TABLE 16. GPUaaS market, by product, 2022 - 2030 (USD Million)
TABLE 17. GPUaaS market, by delivery model, 2018 - 2021 (USD Million)
TABLE 18. GPUaaS market, by delivery model, 2022 - 2030 (USD Million)
TABLE 19. GPUaaS market, by service model, 2018 - 2021 (USD Million)
TABLE 20. GPUaaS market, by service model, 2022 - 2030 (USD Million)
TABLE 21. GPUaaS market, by application, 2018 - 2021 (USD Million)
TABLE 22. GPUaaS market, by application, 2022 - 2030 (USD Million)
TABLE 23. Country-wise breakdown of companies ceasing operations in Russia as of 2022
TABLE 24. Lamba Labs GPUaaS pricing
TABLE 25. OVHcloud GPUaaS pricing
TABLE 26. Linode LLC GPUaaS pricing
TABLE 27. JarvisLabs GPUaaS pricing
TABLE 28. Fluidstack GPU pricing
TABLE 29. Genesis Cloud GPUaaS pricing
TABLE 30. VULTR GPUaaS pricing
TABLE 31. Vendor matrix
TABLE 32. Major cryptocurrency mining GPU pricing trends, April - June 2022
TABLE 33. Patent analysis
TABLE 34. Industry impact forces
TABLE 35. GPU as a service company market share, 2021 (by revenue)
TABLE 36. GPUaaS software market, 2018 - 2021 (USD Million)
TABLE 37. GPUaaS software market, 2022 - 2030 (USD Million)
TABLE 38. CAD/CAM market, 2018 - 2021 (USD Million)
TABLE 39. CAD/CAM market, 2022 - 2030 (USD Million)
TABLE 40. Simulation market, 2018 - 2021 (USD Million)
TABLE 41. Simulation market, 2022 - 2030 (USD Million)
TABLE 42. Imaging market, 2018 - 2021 (USD Million)
TABLE 43. Imaging market, 2022 - 2030 (USD Million)
TABLE 44. Digital video market, 2018 - 2021 (USD Million)
TABLE 45. Digital video market, 2022 - 2030 (USD Million)
TABLE 46. Modeling and animation market, 2018 - 2021 (USD Million)
TABLE 47. Modeling and animation market, 2022 - 2030 (USD Million)
TABLE 48. Others market, 2018 - 2021 (USD Million)
TABLE 49. Others market, 2022 - 2030 (USD Million)
TABLE 50. GPUaaS service market, 2018 - 2021 (USD Million)
TABLE 51. GPUaaS service market, 2022 - 2030 (USD Million)
TABLE 52. Managed service market, 2018 - 2021 (USD Million)
TABLE 53. Managed service market, 2022 - 2030 (USD Million)
TABLE 54. Updates and maintenance market, 2018 - 2021 (USD Million)
TABLE 55. Updates and maintenance market, 2022 - 2030 (USD Million)
TABLE 56. Compliance and security market, 2018 - 2021 (USD Million)
TABLE 57. Compliance and security market, 2022 - 2030 (USD Million)
TABLE 58. Others market, 2018 - 2021 (USD Million)
TABLE 59. Others market, 2022 - 2030 (USD Million)
TABLE 60. SaaS in GPUaaS market, 2018 - 2021 (USD Million)
TABLE 61. SaaS in GPUaaS market, 2022 - 2030 (USD Million)
TABLE 62. PaaS in GPUaaS market, 2018 - 2021 (USD Million)
TABLE 63. PaaS in GPUaaS market, 2022 - 2030 (USD Million)
TABLE 64. IaaS in GPUaaS market, 2018 - 2021 (USD Million)
TABLE 65. IaaS in GPUaaS market, 2022 - 2030 (USD Million)
TABLE 66. Public market, 2018 - 2021 (USD Million)
TABLE 67. Public market, 2022 - 2030 (USD Million)
TABLE 68. Private market, 2018 - 2021 (USD Million)
TABLE 69. Private market, 2022 - 2030 (USD Million)
TABLE 70. Hybrid market, 2018 - 2021 (USD Million)
TABLE 71. Hybrid market, 2022 - 2030 (USD Million)
TABLE 72. Gaming market, 2018 - 2021 (USD Million)
TABLE 73. Gaming market, 2022 - 2030 (USD Million)
TABLE 74. Design & manufacturing market, 2018 - 2021 (USD Million)
TABLE 75. Design & manufacturing market, 2022 - 2030 (USD Million)
TABLE 76. Automotive market, 2018 - 2021 (USD Million)
TABLE 77. Automotive market, 2022 - 2030 (USD Million)
TABLE 78. Real-estate market, 2018 - 2021 (USD Million)
TABLE 79. Real-estate market, 2022 - 2030 (USD Million)
TABLE 80. Healthcare market, 2018 - 2021 (USD Million)
TABLE 81. Healthcare market, 2022 - 2030 (USD Million)
TABLE 82. Others market, 2018 - 2021 (USD Million)
TABLE 83. Others market, 2022 - 2030 (USD Million)
TABLE 84. North America cryptocurrency mining market, 2018 - 2021 (USD Million)
TABLE 85. North America cryptocurrency mining market, 2022 - 2030 (USD Million)
TABLE 86. North America GPUaaS market, 2018 - 2021 (USD Million)
TABLE 87. North America GPUaaS market, 2022 - 2030 (USD Million)
TABLE 88. North America GPUaaS market, by product, 2018 - 2021 (USD Million)
TABLE 89. North America GPUaaS market, by product, 2022 - 2030 (USD Million)
TABLE 90. North America GPUaaS market, by software, 2018 - 2021 (USD Million)
TABLE 91. North America GPUaaS market, by software, 2022 - 2030 (USD Million)
TABLE 92. North America GPUaaS market, by service, 2018 - 2021 (USD Million)
TABLE 93. North America GPUaaS market, by service, 2022 - 2030 (USD Million)
TABLE 94. North America GPUaaS market, by delivery model, 2018 - 2021 (USD Million)
TABLE 95. North America GPUaaS market, by delivery model, 2022 - 2030 (USD Million)
TABLE 96. North America GPUaaS market, by service model, 2018 - 2021 (USD Million)
TABLE 97. North America GPUaaS market, by service model, 2022 - 2030 (USD Million)
TABLE 98. North America GPUaaS market, by application, 2018 - 2021 (USD Million)
TABLE 99. North America GPUaaS market, by application, 2022 - 2030 (USD Million)
TABLE 100. U.S. GPUaaS market, 2018 - 2021 (USD Million)
TABLE 101. U.S. GPUaaS market, 2022 - 2030 (USD Million)
TABLE 102. U.S. GPUaaS market, by product, 2018 - 2021 (USD Million)
TABLE 103. U.S. GPUaaS market, by product, 2022 - 2030 (USD Million)
TABLE 104. U.S. GPUaaS market, by software, 2018 - 2021 (USD Million)

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