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GPU as a Service Market

GPU as a Service Deployment to be the Highest in Real Estate Industry

GPU as a Service Market by Product, Application, Service Model, Delivery Model & Region - Forecast 2022-2032

GPU as a Service Market Snapshot (2022-2032)

[288 Pages Report] The global GPU as a service market size is expected to be valued at US$ 2.8 Billion in 2022. With the Increase in the number of applications, coupled with increasing demand for IIoT, overall demand for GPU as a Service is projected to grow at a CAGR of 40.0% between 2022 and 2032, totaling around US$ 80.99 Billion by 2032.

Data Points

Key Statistics

GPU as a Service Market Value 2022

US$ 2.8 Billion

GPU as a Service Market Projected Value (2032)

US$ 80.99 Billion

GPU as a Service Market CAGR (2022-2032)

40.0%

GPU is an electronic circuit designed to rapidly manipulate and alter memory to accelerate the creation of images in a frame buffer intended for output to display device. As a service industry, it helps deliver enhanced images, including optical effects, seamless motion, and intricate shapes at a faster pace.

An increase in need of multi-GPU servers and GPU server clusters with network interconnects is one of the major factors that is expected to escalate the growth of the GPU as a Service market over the analysis period. On the contrary, lack of knowledge among the employees of industries and complex behavior of the GPU as a Service is expected to hinder the growth of the GPU as a Service market during the forecast period.

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GPU as a Service Demand Analysis (2017 to 2021) Vs Market Outlook (2022 to 2032)

The global demand for GPU as a service is projected to increase at a CAGR of 40.0% during the forecast period between 2022 and 2032, reaching a total of US$ 80.99 Billion in 2032, according to a report from Future Market Insights (FMI). From 2017 to 2021, sales witnessed significant growth, registering a CAGR of 39.3%.

The rising adoption of Artificial Intelligence (AI) across industries such as healthcare, BFSI, and others, is considered as one of the emerging trends. Major players across the GPU as a service market are integrating AI technology with the cloud to assist users to manage work by offering advanced security services.

The advancement of big data diagnostics techniques, integrated with AI and cloud services across the healthcare system, is driving the demand for GPU as a Service. Integration of AI in GPU as a Service would help the organization to improve graphics management, security, and overall productivity.

Which Drivers underpin GPU as a Service Industry Expansion?

Increase in Number of Applications to Propel the Market Growth

Increasing popularity of GPU high-performance computing, self-driven cars, and other high-end AI applications is one of the major factors that is expected to accelerate the growth of the GPU as a Service Market during the forecast period. With the rising uptake of cloud computing, GPUs are being deployed with server CPUs to accelerate applications and improve performance. Customization & operational characteristics of the GPUaaS have created growth opportunities.

GPUaaS applications benefit from scaling to multi-GPU servers and then to GPU server clusters with network interconnects, thus augmenting the market statistics. In addition, growing number of use cases on hardware, which include deep learning, speech recognition, natural language processing, data mining, and real-time information are expected to fuel the market growth in the forthcoming years.

Increase in number of applications and use cases on hardware, which includes deep learning, speech recognition, natural language processing, data mining, and real-time information majorly drive the growth of the GPU as a Service market. In addition, the adoption of integrated GPU used in desktops, workstations, and notebooks, attributing to the growing need of enhanced visual content by consumers are anticipated to provide major opportunities for GPU as a Service market growth.

Increasing Demand for IIoT to Drive the Market Growth

The growing adoption of Industrial Internet of Things (IIoT) across various sectors, such as manufacturing, automotive, consumer goods & others, is proliferating the trends of GPUaaS industry is expected to accelerate the growth of the GPU as a service market over the analysis period.

Moreover, the increasing demand for cloud-based applications, such as graphic designing, image processing, and 3D visualization, among others, is another factor that is expected to augment the growth of the GPU as a service during the forecast period. Industry participants offer services with the help of SaaS, PaaS & IaaS models for designing and developing advanced & innovative products. Additionally, supportive government initiatives for smart city development and accelerating digitalization across nations are providing significant growth opportunities to the market growth.

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Which Factors are limiting the Growth of GPU as a Service Market?

High Incurrence of Cost and Lack of Awareness to Impede the Market Growth

There are a few factors that are acting as roadblocks for the growth of GPU as a Service Market. One of the factors include high incurrence of costs, which is projected to hinder the market growth.

Moreover, lack of awareness of technologically advanced methods, as well as their misunderstanding of the advantages of GPU as a Service are some other factors that are expected to restrain the market growth during the forecast period.

Further, the lack of knowledge among the employees of industries and complex behavior of the GPU as a Service is another factor that is anticipated to hinder the growth of the GPU as a Service market.

Region-wise Insights

Will North America Continue Dominance in the Global GPU as a Service Market?

Adoption of Innovative Technologies such as AI, IoT in the Region to boost the Market Growth

North America is slated to capture a significant chunk of the GPU as a service market growth, flourish at a 38% CAGR until 2032. North America is one of the earliest adopters of technologies and the region is highly inclined toward the integration of AI, IoT & robotics technologies into the manufacturing sector. Industry participants in the region are developing advanced technology products, such as IoT devices, AI chipsets, and industrial robots, with design & simulation using GPU technology, thus stimulating the regional market progress.

The GPU as a service market demand from public delivery model segment in the United States is estimated to register gains of nearly 25% through 2030. Growth is driven by the wide gamut of functions offered by the public cloud model, ranging from basic storage, processing, and networking capabilities to artificial intelligence, Natural Language Processing (NLP), and standard office applications. The next-generation industrial solutions are focused on adopting GPU cloud-based technology to support their digital business solutions, buoying the GPUaaS public cloud market expansion.

Where does the growth of Asia-Pacific GPU as a Service Market stand?

High Traction in Gaming Applications to Fuel the Market Growth

The GPU as a Service market in Asia-Pacific is expected to accumulate a market share of 33.5% by 2032.The Asia-Pacific region is one of the fastest growing regions in the GPU as a Service market, attributed to countries such as Japan heading high in the gaming arena.

In Japan, the gaming application segment held substantial market share of over 30% in 2021. GPUaaS in Japan is gaining high traction in gaming applications owing to its capability to calculate vast information in a shorter duration, thereby enhancing gaming performance. GPUaaS platforms offer unmatched stability for server uptime along with amazing visual effects for gamers.

How Will Growth of the European GPU as a Service Market unfold?

Rising Growth of Software Segment to reaffirm growth in Europe

The GPU as a service market in Europe is expected to accumulate a market share value of 32.0% by 2032, owing to increasing software segment in the countries such as UK and Germany.

In UK, the CAD/CAM software segment is poised to generate USD 700 million revenue by 2030. The high demand for hardware performance among professional users (such as engineers and CAD designers) compared to gamers and general consumers is propelling the usage of GPUaaS across the CAD/CAM industry.

In Germany, the SaaS service model segment is likely to account for about 45% of the GPU as a service market by 2030 impelled by the large-scale adoption of cloud-based GPU computing solutions by end-users. The usage of the SaaS model in the cloud computing market is also fueled by increased demand for Customer Relationship Management (CRM) software. SaaS has become a feasible choice for small & medium businesses with limited financial resources credited to low subscription prices and hardware flexibility.

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Category-wise Insights

By Product, which GPU as a Service Category will remain prominent?

Simulation Segment of GPU as a Service to beat Competition in Untiring Markets

The simulation segment is projected to grow at around 39.3% CAGR over the analysis timeline, attributed to increasing adoption of advanced technologies such as augmented reality, 3D printing services, and virtual reality. In 2020, the digital video segment accounted for a market share of about 7.97% and is slated to witness optimistic expansion through 2027.

Digital video enables the real-time acquisition, processing, and delivery of high-resolution videos in different video broadcast environments, which is likely to boost segmental growth in the coming years.

By Service, which GPU as a Service Category to dominate?

Updates and Maintenance to Constitute the Bulk of the GPU as a Service Market

By service, the updates and maintenance segment of the GPU as a service market is expected to hold a market share of nearly 25% in 2022 and is speculated to showcase a solid growth trajectory during the forecast period. Companies operating in the GPUaaS market focus on regularly updating their product offerings with the latest improvements, which is anticipated to boost the growth of the GPU as a Service over the analysis period.

By Application, which GPU as a Service Category will remain prominent?

Real-Estate to constitute the bulk of the Market

By application, the real-estate segment is poised to witness substantial growth at more than 36.1% CAGR during the analysis period, owing to the advent of new technologies in the real-estate sector, such as drones and augmented reality.

The Start-Up Ecosystem: How key Players are opening Frontiers for Future Growth?

GPU as a Service Providers such as Graphistry, Polystream, Cloudalize, Vectordash, HashPro, Run:AI, and MapD, among others are adopting various marketing strategies such as new product launches, geographical expansion, merger and acquisitions, partnerships and collaboration to identify the interest of potential buyers and create a larger customer base. For instance,

  • In July 2022 Run:ai, the well-funded service for orchestrating AI workloads, partnered with NVIDIA, to support its customers in running their inferencing workloads as efficiently as possible, whether that’s in a private or public cloud, or on the edge. With this partnership, the company’s platform now also offers an integration with Nvidia’s Triton Inference Server software.

Who are the Leading Players in the GPU as a Service Market?

Prominent players in the GPU as a Service market are IBM Corporation, Microsoft Corporation, Nvidia Corporation, Intel Corporation, Qualcomm Incorporated, Fujitsu Ltd., ARM Holdings PLC, Samsung Electronics Co., Ltd., Taiwan Semiconductor Manufacturing Company Ltd., and Imagination Technologies Ltd., among others.

Recent Developments:

  • In July 2022, NVIDIA announced the update to NeMo, decreasing the training time by 30%. These updates come with two trailblazing technologies and a hyperparameter tool that optimizes and scales the training data that can be used with any number of GPU training, and deploying the model becomes much more accessible and significantly faster. LLMs like BLOOM and MT-LNG are also trained and deployed on NVIDIA’s AI platform, LLMs have become one of the world’s most important technologies that involve investing vast amounts of time and money, and a well-planned architecture along with highly technical expertise is required to make the technology as successful as LLMs are.
  • In April 2019, Qualcomm Incorporated announced the launch of Snapdragon 730, which is a mid-range 64-bit ARM LTE system on a chip. Fabricated on Samsung's 8nm LPP process, the 730 features six Kryo 470 Silver high-efficiency cores operating at 1.8 GHz along with two high-performance Kryo 470 Gold operating at 2.2 GHz. The Snapdragon 730 integrates the Adreno 618 GPU operation at 500 MHz and features an X15 LTE modem supporting Cat 13 uplink and Cat 15 downlink. This chip supports up to 8 GiB of dual-channel LPDDR4X-3733 memory.

Report Scope

Report Attribute

Details

Growth Rate

CAGR of 40.0% from 2022-2032

Market Value in 2022

US$ 2.8 Billion

Market Value in 2032

US$ 80.99 Billion

Base Year for Estimation

2021

Historical Data

2017-2021

Forecast Period

2022-2032

Quantitative Units

Revenue in US$ Million and CAGR from 2022-2032

Report Coverage

Revenue Forecast, Company Ranking, Competitive Landscape, Growth Factors, Trends and Pricing Analysis

Segments Covered

  • Product
  • Service Level
  • Application
  • Region

Regions Covered

  • North America
  • Latin America
  • Europe
  • Asia Pacific
  • Middle East and Africa

Key Countries Profiled

  • U.S
  • Canada
  • Brazil
  • Mexico
  • Germany
  • U.K
  • France
  • Spain
  • Italy
  • China
  • Japan
  • South Korea
  • Malaysia
  • Singapore
  • Australia
  • New Zealand
  • GCC
  • South Africa
  • Israel

Key Companies Profiled

  • IBM Corporation
  • Microsoft Corporation
  • NVIDIA Corporation
  • Intel Corporation
  • Qualcomm Incorporated
  • Fujitsu Ltd.
  • ARM Holdings PLC
  • Samsung Electronics Co., Ltd.
  • Taiwan Semiconductor Manufacturing Company Ltd.
  • Imagination Technologies Ltd.

Key Segments Covered in the GPU as a Service Industry Analysis

GPU as a Service Market by Product:

  • GPU as a Service Software
    • CAD/CAM
    • Simulation
    • Imaging
    • Digital Video
    • Modeling & Automation
    • Others
  • GPU as a Service
    • Managed Service
    • Updates & Maintenance
    • Compliance & Security
    • Others

GPU as a Service Market by Service Model:

  • SaaS GPU as a Service Market
  • PaaS GPU as a Service Market
  • IaaS GPU as a Service Market

GPU as a Service Market by Delivery Model:

  • Public Cloud GPU as a Service Market
  • Private Cloud GPU as a Service Market
  • Hybrid Cloud GPU as a Service Market

GPU as a Service Market by Application:

  • GPU as a Service for Gaming
  • GPU as a Service for Design & Manufacturing
  • GPU as a Service for Automotive
  • GPU as a Service for Real Estate
  • GPU as a Service for Healthcare
  • GPU as a Service for Other Applications

GPU as a Service Market by Region:

  • North America GPU as a Service Market
  • Latin America GPU as a Service Market
  • Europe GPU as a Service Market
  • Asia Pacific GPU as a Service Market
  • Middle East & Africa GPU as a Service Market

Frequently Asked Questions

As of 2021, the market for GPU as a Service was valued at US$ 2.0 Billion, as per FMI.

By 2022-end, sales of GPU as a Service closed at a value of US$ 2.8 Billion.

From 2017 to 2021, GPU as a Service demand expanded at a CAGR of 39.3%.

From 2022 to 2032, GPU as a Service sales are expected to flourish at a CAGR of 40.0%.

By 2032, the market value of GPU as a Service is expected to reach US$ 80.99 Billion.

By Product, the simulation category constitutes the bulk of 39.3% CAGR during the forecast period.

By Application, the real estate category of GPU as a Service is expected to dominate the market with a CAGR of 36.1% through 2032.

Table of Content

1. Executive Summary

    1.1. Global Market Outlook

    1.2. Demand Side Trends

    1.3. Supply Side Trends

    1.4. Analysis and Recommendations

2. Market Overview

    2.1. Market Coverage / Taxonomy

    2.2. Market Definition / Scope / Limitations

3. Key Market Trends

    3.1. Key Trends Impacting the Market

    3.2. Product Innovation / Development Trends

4. Market Background

    4.1. Macro-Economic Factors

        4.1.1. Rise in Expenditure

        4.1.2. Increased Per Capita Expenditure

    4.2. Forecast Factors - Relevance & Impact

        4.2.1. Product in Pipeline

        4.2.2. Regulatory Scenario

        4.2.3. Mergers and Acquisitions

        4.2.4. Collaborative Agreements

        4.2.5. Value Chain

    4.3. Market Dynamics

        4.3.1. Drivers

        4.3.2. Restraints

        4.3.3. Opportunity Analysis

5. Market Context

    5.1. GPU as a Service Adoption and Usage Analysis

    5.2. GPU as a Service Market Evolution

    5.3. Product Vs Service Model Matrix

    5.4. Regulatory Scenario

    5.5. Parent Market Analysis

    5.6. Key Promotional Strategies by Market Players

6. Global GPU as a Service Market - Pricing Analysis

    6.1. Regional Pricing Analysis By Product

    6.2. Pricing Break-up

        6.2.1. Manufacturer Level Pricing

        6.2.2. Distributor Level Pricing

    6.3. Global Average Pricing Analysis Benchmark

7. Global GPU as a Service Market Value Analysis 2017-2021 and Forecast, 2022-2032

    7.1. Historical Market Value (US$ Mn) Analysis, 2017-2021

    7.2. Current and Future Market Value (US$ Mn) Projections, 2022-2032

        7.2.1. Y-o-Y Growth Trend Analysis

        7.2.2. Absolute $ Opportunity Analysis

8. Global GPU as a Service Market Analysis 2017-2021 and Forecast 2022-2032, By Product

    8.1. Introduction / Key Findings

    8.2. Historical Market Size (US$ Mn) Analysis By Product, 2017-2021

    8.3. Current and Future Market Size (US$ Mn) Analysis and Forecast By Product, 2022-2032

        8.3.1. Software

            8.3.1.1. CAD/CAM

            8.3.1.2. Simulation

            8.3.1.3. Imaging

            8.3.1.4. Digital Video

            8.3.1.5. Modeling and Animation

        8.3.2. Services

            8.3.2.1. Update & Maintenance

            8.3.2.2. Compliance & Security

            8.3.2.3. Managed Services

    8.4. Market Attractiveness Analysis By Product

9. Global GPU as a Service Market Analysis 2017-2021 and Forecast 2022-2032, by Application

    9.1. Introduction / Key Findings Application Delivery Model, 2017-2021

    9.2. Current and Future Market Size (US$ Mn) Analysis and Forecast By Application, 2022-2032

        9.2.1. Gaming

        9.2.2. Design & Manufacturing

        9.2.3. Automotive

        9.2.4. Real Estate

        9.2.5. Healthcare

    9.3. Market Attractiveness Analysis By Application

10. Global GPU as a Service Market Analysis 2017-2021 and Forecast 2022-2032, by Service Model

    10.1. Introduction / Key Findings Service Model Delivery Model, 2017-2021

    10.2. Current and Future Market Size (US$ Mn) Analysis and Forecast By Service Model, 2022-2032

        10.2.1. SaaS

        10.2.2. IaaS

        10.2.3. PaaS

    10.3. Market Attractiveness Analysis By Service Model

11. Global GPU as a Service Market Analysis 2017-2021 and Forecast 2022-2032, by Delivery Model

    11.1. Introduction / Key Findings Delivery Model, 2017-2021

    11.2. Current and Future Market Size (US$ Mn) Analysis and Forecast By Delivery Model, 2022-2032

        11.2.1. Public Cloud

        11.2.2. Private Cloud

        11.2.3. Hybrid Cloud

    11.3. Market Attractiveness Analysis By Delivery Model

12. Global GPU as a Service Market Analysis 2017-2021 and Forecast 2022-2032, by Region

    12.1. Introduction

    12.2. Historical Market Size (US$ Mn) Analysis By Region, 2017-2021

    12.3. Current Market Size (US$ Mn) Analysis and Forecast By Region, 2022-2032

        12.3.1. North America

        12.3.2. Latin America

        12.3.3. Europe

        12.3.4. Asia Pacific

        12.3.5. Middle East and Africa (MEA)

    12.4. Market Attractiveness Analysis By Region

13. North America GPU as a Service Market Analysis 2017-2021 and Forecast 2022-2032

    13.1. Introduction

    13.2. Historical Market Size (US$ Mn) Trend Analysis By Market Taxonomy, 2017-2021

    13.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2022-2032

        13.3.1. By Country

            13.3.1.1. U.S.

            13.3.1.2. Canada

        13.3.2. By Product

        13.3.3. By Application

        13.3.4. By Service Model

        13.3.5. By Delivery Model

        13.3.6. By Distribution Channel

    13.4. Market Attractiveness Analysis

    13.5. Market Trends

    13.6. Key Market Participants - Intensity Mapping

    13.7. Drivers and Restraints - Impact Analysis

14. Europe GPU as a Service Market Analysis 2017-2021 and Forecast 2022-2032

    14.1. Introduction

    14.2. Historical Market Size (US$ Mn) Trend Analysis By Market Taxonomy, 2017-2021

    14.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2022-2032

        14.3.1. By Country

            14.3.1.1. Germany

            14.3.1.2. Italy

            14.3.1.3. France

            14.3.1.4. U.K.

            14.3.1.5. Spain

            14.3.1.6. Rest of Europe

        14.3.2. By Product

        14.3.3. By Application

        14.3.4. By Service Model

        14.3.5. By Delivery Model

        14.3.6. By Distribution Channel

    14.4. Market Attractiveness Analysis

    14.5. Market Trends

    14.6. Key Market Participants - Intensity Mapping

    14.7. Drivers and Restraints - Impact Analysis

15. Middle East and Africa GPU as a Service Market Analysis 2017-2021 and Forecast 2022-2032

    15.1. Introduction

    15.2. Historical Market Size (US$ Mn) Trend Analysis By Market Taxonomy, 2017-2021

    15.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2022-2032

        15.3.1. By Country

            15.3.1.1. GCC Countries

            15.3.1.2. South Africa

            15.3.1.3. Rest of Middle East and Africa

        15.3.2. By Product

        15.3.3. By Application

        15.3.4. By Service Model

        15.3.5. By Delivery Model

        15.3.6. By Distribution Channel

    15.4. Market Attractiveness Analysis

    15.5. Market Trends

    15.6. Key Market Participants - Intensity Mapping

    15.7. Drivers and Restraints - Impact Analysis

16.  Asia Pacific GPU as a Service Market Analysis 2017-2021 and Forecast 2022-2032

    16.1. Introduction

    16.2. Historical Market Size (US$ Mn) Trend Analysis By Market Taxonomy, 2017-2021

    16.3. Market Size (US$ Mn) Forecast By Market Taxonomy, 2022-2032

        16.3.1. By Country

            16.3.1.1. China

            16.3.1.2. Japan

            16.3.1.3. South Korea

            16.3.1.4. India

            16.3.1.5. Malaysia

            16.3.1.6. Singapore

            16.3.1.7. Australia

            16.3.1.8. New Zealand

        16.3.2. By Product

        16.3.3. By Application

        16.3.4. By Service Model

        16.3.5. By Delivery Model

        16.3.6. By Distribution Channel

    16.4. Market Attractiveness Analysis

    16.5. Market Trends

    16.6. Key Market Participants - Intensity Mapping

    16.7. Drivers and Restraints - Impact Analysis

17.  Key and Emerging Countries GPU as a Service Market Analysis 2017-2021 and Forecast 2022-2032

    17.1. Introduction

        17.1.1. Market Value Proportion Analysis, By Key Countries

        17.1.2. Global Vs. Country Growth Comparison

    17.2. U.S. GPU as a Service Market Analysis

        17.2.1. By Product

        17.2.2. By Application

        17.2.3. By Service Model

        17.2.4. By Delivery Model

        17.2.5. By Distribution Channel

    17.3. Canada GPU as a Service Market Analysis

        17.3.1. By Product

        17.3.2. By Application

        17.3.3. By Service Model

        17.3.4. By Delivery Model

        17.3.5. By Distribution Channel

    17.4. U.K. GPU as a Service Market Analysis

        17.4.1. By Product

        17.4.2. By Application

        17.4.3. By Service Model

        17.4.4. By Delivery Model

        17.4.5. By Distribution Channel

    17.5. Germany GPU as a Service Market Analysis

        17.5.1. By Product

        17.5.2. By Application

        17.5.3. By Service Model

        17.5.4. By Delivery Model

        17.5.5. By Distribution Channel

    17.6. France GPU as a Service Market Analysis

        17.6.1. By Product

        17.6.2. By Application

        17.6.3. By Service Model

        17.6.4. By Delivery Model

        17.6.5. By Distribution Channel

    17.7. Italy GPU as a Service Market Analysis

        17.7.1. By Product

        17.7.2. By Application

        17.7.3. By Service Model

        17.7.4. By Delivery Model

        17.7.5. By Distribution Channel

    17.8. Spain GPU as a Service Market Analysis

        17.8.1. By Product

        17.8.2. By Application

        17.8.3. By Service Model

        17.8.4. By Delivery Model

        17.8.5. By Distribution Channel

        17.8.6. By Distribution Channel

    17.9. GCC Countries GPU as a Service Market Analysis

        17.9.1. By Product

        17.9.2. By Application

        17.9.3. By Service Model

        17.9.4. By Delivery Model

        17.9.5. By Distribution Channel

    17.10.  South Africa GPU as a Service Market Analysis

        17.10.1. By Product

        17.10.2. By Application

        17.10.3. By Service Model

        17.10.4. By Delivery Model

        17.10.5. By Distribution Channel

18.  Market Structure Analysis

    18.1. Market Analysis by Tier of Companies

    18.2. Market Concentration

    18.3. Market Share Analysis of Top Players

    18.4. Market Presence Analysis

        18.4.1. By Regional footprint of Players

        18.4.2. Product foot print by Players

        18.4.3. Channel Foot Print by Players

19.  Competition Analysis

    19.1. Competition Dashboard

    19.2. Competition Benchmarking

    19.3. Competition Deep Dive

        19.3.1. IBM Corporation

            19.3.1.1. Overview

            19.3.1.2. Product Portfolio

            19.3.1.3. Analyst Commentary

            19.3.1.4. Key Financials

            19.3.1.5. Recent Developments

            19.3.1.6. Sales Footprint

            19.3.1.7. Strategy Overview

                19.3.1.7.1. Marketing Strategy

                19.3.1.7.2. Product Strategy

                19.3.1.7.3. Channel Strategy

        19.3.2. Microsoft Corporation

            19.3.2.1. Overview

            19.3.2.2. Product Portfolio

            19.3.2.3. Analyst Commentary

            19.3.2.4. Key Financials

            19.3.2.5. Recent Developments

            19.3.2.6. Sales Footprint

            19.3.2.7. Strategy Overview

                19.3.2.7.1. Marketing Strategy

                19.3.2.7.2. Product Strategy

                19.3.2.7.3. Channel Strategy

        19.3.3. NVIDIA Corporation

            19.3.3.1. Overview

            19.3.3.2. Product Portfolio

            19.3.3.3. Analyst Commentary

            19.3.3.4. Key Financials

            19.3.3.5. Recent Developments

            19.3.3.6. Sales Footprint

            19.3.3.7. Strategy Overview

                19.3.3.7.1. Marketing Strategy

                19.3.3.7.2. Product Strategy

                19.3.3.7.3. Channel Strategy

        19.3.4. Intel Corporation

            19.3.4.1. Overview

            19.3.4.2. Product Portfolio

            19.3.4.3. Analyst Commentary

            19.3.4.4. Key Financials

            19.3.4.5. Recent Developments

            19.3.4.6. Sales Footprint

            19.3.4.7. Strategy Overview

                19.3.4.7.1. Marketing Strategy

                19.3.4.7.2. Product Strategy

                19.3.4.7.3. Channel Strategy

        19.3.5. Qualcomm Incorporated

            19.3.5.1. Overview

            19.3.5.2. Product Portfolio

            19.3.5.3. Analyst Commentary

            19.3.5.4. Key Financials

            19.3.5.5. Recent Developments

            19.3.5.6. Sales Footprint

            19.3.5.7. Strategy Overview

                19.3.5.7.1. Marketing Strategy

                19.3.5.7.2. Product Strategy

                19.3.5.7.3. Channel Strategy

        19.3.6. Fujitsu Ltd.

            19.3.6.1. Overview

            19.3.6.2. Product Portfolio

            19.3.6.3. Analyst Commentary

            19.3.6.4. Key Financials

            19.3.6.5. Recent Developments

            19.3.6.6. Sales Footprint

            19.3.6.7. Strategy Overview

                19.3.6.7.1. Marketing Strategy

                19.3.6.7.2. Product Strategy

                19.3.6.7.3. Channel Strategy

        19.3.7. ARM Holdings Plc.

            19.3.7.1. Overview

            19.3.7.2. Product Portfolio

            19.3.7.3. Analyst Commentary

            19.3.7.4. Key Financials

            19.3.7.5. Recent Developments

            19.3.7.6. Sales Footprint

            19.3.7.7. Strategy Overview

                19.3.7.7.1. Marketing Strategy

                19.3.7.7.2. Product Strategy

                19.3.7.7.3. Channel Strategy

        19.3.8. Samsung Electronics Co. Ltd.

            19.3.8.1. Overview

            19.3.8.2. Product Portfolio

            19.3.8.3. Analyst Commentary

            19.3.8.4. Key Financials

            19.3.8.5. Recent Developments

            19.3.8.6. Sales Footprint

            19.3.8.7. Strategy Overview

                19.3.8.7.1. Marketing Strategy

                19.3.8.7.2. Product Strategy

                19.3.8.7.3. Channel Strategy

        19.3.9. Taiwan Semiconductor Manufacturing Company Ltd.

            19.3.9.1. Overview

            19.3.9.2. Product Portfolio

            19.3.9.3. Analyst Commentary

            19.3.9.4. Key Financials

            19.3.9.5. Recent Developments

            19.3.9.6. Sales Footprint

            19.3.9.7. Strategy Overview

                19.3.9.7.1. Marketing Strategy

                19.3.9.7.2. Product Strategy

                19.3.9.7.3. Channel Strategy

        19.3.10. Imagination Technologies Ltd.

            19.3.10.1. Overview

            19.3.10.2. Product Portfolio

            19.3.10.3. Analyst Commentary

            19.3.10.4. Key Financials

            19.3.10.5. Recent Developments

            19.3.10.6. Sales Footprint

            19.3.10.7. Strategy Overview

                19.3.10.7.1. Marketing Strategy

                19.3.10.7.2. Product Strategy

                19.3.10.7.3. Channel Strategy

20. Assumptions and Acronyms Used

21.  Research Methodology

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List of Tables

Table 01: Global GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Product

Table 02: Global GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Application

Table 03: Global GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Service Model

Table 04: Global GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Delivery Model

Table 05: Global GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Distribution Channel

Table 06: Global GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Delivery Model Age Group

Table 07: Global GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Region

Table 08: North America GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Country

Table 09: North America GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Product

Table 10: North America GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Service Model

Table 11: North America GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Application

Table 12: North America GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Delivery Model

Table 13: North America GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Distribution Channel

Table 14: Europe GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Country

Table 15: Europe GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Product

Table 16: Europe GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Service Model

Table 17: Europe GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Application

Table 18: Europe GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Delivery Model

Table 19: Europe GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Distribution Channel

Table 20: Middle East and Africa GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Country

Table 21: Middle East and Africa GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Product

Table 22: Middle East and Africa GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Service Model

Table 23: Middle East and Africa GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Application

Table 24: Middle East and Africa GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Delivery Model

Table 25: Middle East and Africa GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Distribution Channel

Table 26: Asia Pacific GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Product

Table 27: Asia Pacific GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Service Model

Table 28: Asia Pacific GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Application

Table 29: Asia Pacific GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Delivery Model

Table 30: Asia Pacific GPU as a Service Market Size (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032, By Distribution Channel

Sudip Saha
Principal Consultant
LinkedIn
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List of Charts

Figure 01: Global GPU as a Service Market Value (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032

Figure 02: Global GPU as a Service Market Absolute $ Opportunity, 2022-2032

Figure 03: Global GPU as a Service Market Share Analysis (%), By Product, 2021 & 2031

Figure 04: Global GPU as a Service Market Y-o-Y Analysis (%), By Product, 2022-2032

Figure 05: Global GPU as a Service Market Attractiveness Analysis By Product, 2022-2032

Figure 06: Global GPU as a Service Market Share Analysis (%), By Application, 2021 & 2031

Figure 07: Global GPU as a Service Market Y-o-Y Analysis (%), By Application, 2022-2032

Figure 08: Global GPU as a Service Market Attractiveness Analysis By Application, 2022-2032

Figure 09: Global GPU as a Service Market Share Analysis (%), By Service Model, 2021 & 2031

Figure 10: Global GPU as a Service Market Y-o-Y Analysis (%), By Service Model, 2022-2032

Figure 11: Global GPU as a Service Market Attractiveness Analysis By Service Model, 2022-2032

Figure 12: Global GPU as a Service Market Share Analysis (%), By Delivery Model, 2021 & 2031

Figure 13: Global GPU as a Service Market Y-o-Y Analysis (%), By Delivery Model, 2022-2032

Figure 14: Global GPU as a Service Market Attractiveness Analysis By Delivery Model, 2022-2032

Figure 15: Global GPU as a Service Market Share Analysis (%), By Distribution Channel, 2021 & 2031

Figure 16: Global GPU as a Service Market Y-o-Y Analysis (%), By Distribution Channel , 2022-2032

Figure 17: Global GPU as a Service Market Attractiveness Analysis, By Distribution Channel, 2022-2032

Figure 18: Global GPU as a Service Market Share Analysis (%), By Delivery Model Age Group, 2021 & 2031

Figure 19: Global GPU as a Service Market Y-o-Y Analysis (%), By Delivery Model Age Group, 2022-2032

Figure 20: Global GPU as a Service Market Attractiveness Analysis By Delivery Model Age Group, 2022-2032

Figure 21: Global GPU as a Service Market Share Analysis (%), By Region, 2021 & 2031

Figure 22: Global GPU as a Service Market Y-o-Y Analysis (%), By Region, 2022-2032

Figure 23: Global GPU as a Service Market Attractiveness Analysis, By Region, 2022-2032

Figure 24: North America GPU as a Service Market Value Share, By Product, 2021 (E)

Figure 25: North America GPU as a Service Market Value Share, By Service Models 2021 (E)

Figure 26: North America GPU as a Service Market Value Share, By Application, 2021 (E)

Figure 27: North America GPU as a Service Market Value Share, By Delivery Model, 2021 (E)

Figure 28: North America GPU as a Service Market Value Share, By Distribution Channel, 2021 (E)

Figure 29: North America GPU as a Service Market Value Share, By Country, 2021 (E)

Figure 30: North America GPU as a Service Market Value (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032

Figure 31: North America GPU as a Service Market Attractiveness Analysis By Product, 2022-2032

Figure 32: North America GPU as a Service Market Attractiveness Analysis By Service Model, 2022-2032

Figure 33: North America GPU as a Service Market Attractiveness Analysis By Application, 2022-2032

Figure 34: North America GPU as a Service Market Attractiveness Analysis By Delivery Model, 2022-2032

Figure 35: North America GPU as a Service Market Attractiveness Analysis By Distribution Channel, 2022-2032

Figure 36: North America GPU as a Service Market Attractiveness Analysis By Country, 2022-2032

Figure 37: Europe GPU as a Service Market Value Share, By Product, 2021 (E)

Figure 38: Europe GPU as a Service Market Value Share, By Service Models 2021 (E)

Figure 39: Europe GPU as a Service Market Value Share, By Application, 2021 (E)

Figure 40: Europe GPU as a Service Market Value Share, By Delivery Model, 2021 (E)

Figure 41: Europe GPU as a Service Market Value Share, By Distribution Channel, 2021 (E)

Figure 42: Europe GPU as a Service Market Value Share, By Country, 2021 (E)

Figure 43: Europe GPU as a Service Market Value (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032

Figure 44: Europe GPU as a Service Market Attractiveness Analysis By Product, 2022-2032

Figure 45: Europe GPU as a Service Market Attractiveness Analysis By Service Model, 2022-2032

Figure 46: Europe GPU as a Service Market Attractiveness Analysis By Application, 2022-2032

Figure 47: Europe GPU as a Service Market Attractiveness Analysis By Delivery Model, 2022-2032

Figure 48: Europe GPU as a Service Market Attractiveness Analysis By Application, 2022-2032

Figure 49: Europe GPU as a Service Market Attractiveness Analysis By Country, 2022-2032

Figure 50: Middle East and Africa GPU as a Service Market Value Share, By Product, 2021 (E)

Figure 51: Middle East and Africa GPU as a Service Market Value Share, By Service Model, 2021 (E)

Figure 52: Middle East and Africa GPU as a Service Market Value Share, By Application, 2021 (E)

Figure 53: Middle East and Africa GPU as a Service Market Value Share, By Delivery Model, 2021 (E)

Figure 54: Middle East and Africa GPU as a Service Market Value Share, By Distribution Channel, 2021 (E)

Figure 55: Middle East and Africa GPU as a Service Market Value Share, By Country, 2021 (E)

Figure 56: Middle East and Africa GPU as a Service Market Value (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032

Figure 57: Middle East and Africa GPU as a Service Market Attractiveness Analysis By Product, 2022-2032

Figure 58: Middle East and Africa GPU as a Service Market Attractiveness Analysis By Service Model, 2022-2032

Figure 59: Middle East and Africa GPU as a Service Market Attractiveness Analysis By Application, 2022-2032

Figure 60: Middle East and Africa GPU as a Service Market Attractiveness Analysis By Delivery Model, 2022-2032

Figure 61: Middle East and Africa GPU as a Service Market Attractiveness Analysis By Distribution Channel, 2022-2032

Figure 62: Middle East and Africa GPU as a Service Market Attractiveness Analysis By Country, 2022-2032

Figure 63: Asia Pacific GPU as a Service Market Value Share, By Product, 2021 (E)

Figure 64: Asia Pacific GPU as a Service Market Value Share, By Service Models 2021 (E)

Figure 65: Asia Pacific GPU as a Service Market Value Share, By Application, 2021 (E)

Figure 66: Asia Pacific GPU as a Service Market Value Share, By Delivery Model, 2021 (E)

Figure 67: Asia Pacific GPU as a Service Market Value Share, By Distribution Channel, 2021 (E)

Figure 68: Asia Pacific GPU as a Service Market Value (US$ Mn) Analysis 2017-2021 and Forecast 2022-2032

Figure 69: Asia Pacific GPU as a Service Market Attractiveness Analysis By Product, 2022-2032

Figure 70: Asia Pacific GPU as a Service Market Attractiveness Analysis By Service Model, 2022-2032

Figure 71: Asia Pacific GPU as a Service Market Attractiveness Analysis By Application, 2022-2032

Figure 72: Asia Pacific GPU as a Service Market Attractiveness Analysis By Delivery Model, 2022-2032

Figure 73: Asia Pacific GPU as a Service Market Attractiveness Analysis By Distribution Channel, 2022-2032

Figure 74: U.S. GPU as a Service Market Value Share, By Product, 2021 & 2031

Figure 75: U.S. GPU as a Service Market Value Share, By Service Model, 2021 & 2031

Figure 76: U.S. GPU as a Service Market Value Share, By Application, 2020 &2030

Figure 77: U.S. GPU as a Service Market Value Share, By Delivery Model Age Group, 2021 & 2031

Figure 78: U.S. GPU as a Service Market Value Share, By Distribution Channel, 2021 & 2031

Figure 79: U.S. GPU as a Service Market Value Analysis (US$ Mn), 2021 & 2031

Figure 80: Canada GPU as a Service Market Value Share, By Product, 2021 & 2031

Figure 81: Canada GPU as a Service Market Value Share, By Service Model, 2021 & 2031

Figure 82: Canada GPU as a Service Market Value Share, By Application, 2021 & 2031

Figure 83: Canada GPU as a Service Market Value Share, By Delivery Model Age Group, 2021 & 2031

Figure 84: Canada GPU as a Service Market Value Share, By Distribution Channel, 2021 & 2031

Figure 85: Canada GPU as a Service Market Value Analysis (US$ Mn), 2021 & 2031

Figure 86: U.K. GPU as a Service Market Value Share, By Product, 2021 & 2031

Figure 87: U.K. GPU as a Service Market Value Share, By Service Model, 2021 & 2031

Figure 88: U.K. GPU as a Service Market Value Share, By Application, 2021 & 2031

Figure 89: U.K. GPU as a Service Market Value Share, By Delivery Model Age Group, 2021 & 2031

Figure 90: U.K. GPU as a Service Market Value Share, By Distribution Channel, 2021 & 2031

Figure 91: U.K. GPU as a Service Market Value Analysis (US$ Mn), 2021 & 2031

Figure 92: Germany GPU as a Service Market Value Share, By Product, 2021 & 2031

Figure 93: Germany GPU as a Service Market Value Share, By Service Model, 2021 & 2031

Figure 94: Germany GPU as a Service Market Value Share, By Application, 2021 & 2031

Figure 95: Germany GPU as a Service Market Value Share, By Delivery Model Age Group, 2021 & 2031

Figure 96: Germany GPU as a Service Market Value Share, By Distribution Channel, 2021 & 2031

Figure 97: Germany GPU as a Service Market Value Analysis (US$ Mn), 2021 & 2031

Figure 98: France GPU as a Service Market Value Share, By Product, 2021 & 2031

Figure 99: France GPU as a Service Market Value Share, By Service Model, 2021 & 2031

Figure 100: France GPU as a Service Market Value Share, By Application, 2021 & 2031

Figure 101: France. GPU as a Service Market Value Share, By Delivery Model Age Group, 2021 & 2031

Figure 102: France GPU as a Service Market Value Share, By Distribution Channel, 2021 & 2031

Figure 103: France GPU as a Service Market Value Analysis (US$ Mn), 2021 & 2031

Figure 104: Italy GPU as a Service Market Value Share, By Product, 2021 & 2031

Figure 105: Italy GPU as a Service Market Value Share, By Service Model, 2021 & 2031

Figure 106: Italy GPU as a Service Market Value Share, By Application, 2021 & 2031

Figure 107: Italy GPU as a Service Market Value Share, By Delivery Model Age Group, 2021 & 2031

Figure 108: Italy GPU as a Service Market Value Share, By Distribution Channel, 2021 & 2031

Figure 109: Italy GPU as a Service Market Value Analysis (US$ Mn), 2021 & 2031

Figure 110: Spain GPU as a Service Market Value Share, By Product, 2021 & 2031

Figure 111: Spain GPU as a Service Market Value Share, By Service Model, 2021 & 2031

Figure 112: Spain GPU as a Service Market Value Share, By Application, 2021 & 2031

Figure 113: Spain GPU as a Service Market Value Share, By Delivery Model Age Group, 2021 & 2031

Figure 114: Spain GPU as a Service Market Value Share, By Distribution Channel, 2021 & 2031

Figure 115: Spain GPU as a Service Market Value Analysis (US$ Mn), 2021 & 2031

Figure 116: GCC Countries. GPU as a Service Market Value Share, By Product, 2021 & 2031

Figure 117: GCC Countries GPU as a Service Market Value Share, By Service Model, 2021 & 2031

Figure 118: GCC Countries GPU as a Service Market Value Share, By Application, 2021 & 2031

Figure 119: GCC Countries GPU as a Service Market Value Share, By Delivery Model, 2021 & 2031

Figure 120: GCC Countries GPU as a Service Market Value Share, By Distribution Channel, 2021 & 2031

Figure 121: GCC Countries GPU as a Service Market Value Analysis (US$ Mn), 2021 & 2031

Figure 122: South Africa GPU as a Service Market Value Share, By Product, 2021 & 2031

Figure 123: South Africa GPU as a Service Market Value Share, By Service Model, 2021 & 2031

Figure 124: South Africa GPU as a Service Market Value Share, By Application, 2021 & 2031

Figure 125: South Africa GPU as a Service Market Value Share, By Delivery Model Age Group, 2021 & 2031

Figure 126: South Africa GPU as a Service Market Value Share, By Distribution Channel, 2021 & 2031

Figure 127: South Africa GPU as a Service Market Value Analysis (US$ Mn), 2021 & 2031

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GPU as a Service Market