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GPU as a Service Market Size, Share, & Industry Analysis Report By Component (Solution, Services), By Pricing Model, By Organization Size, By End User, and By Region – Market Forecast, 2025–2034

Publisher Polaris Market Research & Consulting LLP
Published Jul 01, 2025
Length 129 Pages
SKU # PLRS20324435

Description

The GPU as a service market size is expected to reach USD 21.02 Billion by 2034, according to a new study by Polaris Market Research. The report “GPU as a Service Market Share, Size, Trends, Industry Analysis Report: By Component (Solution, Services), By Pricing Model, By Organization Size, By End User, and By Region; Market Forecast, 2025–2034” gives a detailed insight into current market dynamics and provides analysis on future market growth.

The GPU as a service market is growing steadily as businesses across industries adopt advanced computing infrastructure to support artificial intelligence, real-time graphics and large-scale simulation workloads. Enterprises are shifting toward flexible, cloud-based GPU platforms to handle increasing processing demands without investing in expensive hardware.

Market growth is fueled by scalable service models, improved access to GPU clusters and growing deployment of high-performance computing in training, visualization and content creation. Cloud service providers are enhancing their GPUaaS offerings with optimized environments, automation testing tools and support for AI frameworks to meet evolving customer needs.

GPU as a Service Market Report Highlights

Based on component, the solution segment led the market in 2024, primarily due to increasing requirements for robust computing infrastructure capable of handling complex AI algorithms, advanced graphics processing, and high-fidelity simulations.

Based on organization size, the small and medium enterprises are expected to capture substantial market share by 2034, as cloud-based GPU services become more affordable and accessible.

North America maintained its dominant position in 2024, benefiting from early and widespread adoption of cloud technologies, strategic AI implementation across industries, and substantial investments in hyperscale data center infrastructure.

The Asia Pacific region is poised to exhibit the fastest growth rate during the forecast period, fueled by accelerating digitalization efforts, expanding cloud service penetration, and growing enterprise demand for scalable computing solutions.

A few global key market players include Amazon Web Services Inc., Microsoft Corporation, Alphabet Inc., IBM Corporation, Oracle Corporation, Alibaba Group Holding Ltd., NVIDIA Corporation, CoreWeave, Inc., DigitalOcean Holdings, Inc., Tencent Holdings Ltd., Vast Data Inc., and Lambda Labs Inc.

Polaris Market Research has segmented the market report on the basis of component, pricing model, organization size, end user, and region:

By Component Outlook (Revenue, USD Billion, 2020–2034)

Solution

Services

By Pricing Model Outlook (Revenue, USD Billion, 2020–2034)

Pay-as-you-go

Subscription-based

By Organization Size Outlook (Revenue, USD Billion, 2020–2034)

Small & Medium Enterprises (SMEs)

Large Enterprises

By End User Outlook (Revenue, USD Billion, 2020–2034)

IT & telecom

BFSI

Media and Entertainment

Gaming

Automotive

Healthcare

Other End User

By Regional Outlook (Revenue, USD Billion, 2020–2034)

North America

US

Canada

Europe

Germany

France

UK

Italy

Spain

Netherlands

Russia

Rest of Europe

Asia Pacific

China

Japan

India

Malaysia

South Korea

Indonesia

Australia

Vietnam

Rest of Asia Pacific

Middle East & Africa

Saudi Arabia

UAE

Israel

South Africa

Rest of Middle East & Africa

Latin America

Mexico

Brazil

Argentina

Rest of Latin America

Table of Contents

129 Pages
1. Introduction
1.1. Report Description
1.1.1. Objectives of the Study
1.1.2. Market Scope
1.1.3. Assumptions
1.2. Stakeholders
2. Executive Summary
2.1. Market Highlights
3. Research Methodology
3.1. Overview
3.1.1. Data Mining
3.2. Data Sources
3.2.1. Primary Sources
3.2.2. Secondary Sources
4. Global GPU as a Service Market Insights
4.1. GPU as a Service Market – Market Snapshot
4.2. GPU as a Service Market Dynamics
4.2.1. Drivers and Opportunities
4.2.1.1. Increasing Adoption of AI Across Various Industries
4.2.1.2. Rising Demand for Cloud Gaming and Real-Time Graphics Processing
4.2.2. Restraints and Challenges
4.2.2.1. High Operating and Infrastructure Costs
4.3. Porter’s Five Forces Analysis
4.3.1. Bargaining Power of Suppliers (Moderate)
4.3.2. Threats of New Entrants: (Low)
4.3.3. Bargaining Power of Buyers (Moderate)
4.3.4. Threat of Substitute (Moderate)
4.3.5. Rivalry among existing firms (High)
4.4. PESTEL Analysis
4.5. GPU as a Service Market Trends
4.6. Value Chain Analysis
5. Global GPU as a Service Market, by Component
5.1. Key Findings
5.2. Introduction
5.2.1. Global GPU as a Service Market, by Component, 2020-2034 (USD Billion)
5.3. Solution
5.3.1. Global GPU as a Service Market, by Solution, by Region, 2020-2034 (USD Billion)
5.4. Services
5.4.1. Global GPU as a Service Market, by Services, by Region, 2020-2034 (USD Billion)
6. Global GPU as a Service Market, by Pricing Model
6.1. Key Findings
6.2. Introduction
6.2.1. Global GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
6.3. Pay-as-you-go
6.3.1. Global GPU as a Service Market, by Pay-as-you-go, by Region, 2020-2034 (USD Billion)
6.4. Subscription-based
6.4.1. Global GPU as a Service Market, by Subscription-based, by Region, 2020-2034 (USD Billion)
7. Global GPU as a Service Market, by Organization Size
7.1. Key Findings
7.2. Introduction
7.2.1. Global GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
7.3. Small & Medium Enterprises (SMEs)
7.3.1. Global GPU as a Service Market, by Small & Medium Enterprises (SMEs), by Region, 2020-2034 (USD Billion)
7.4. Large Enterprises
7.4.1. Global GPU as a Service Market, by Large Enterprises, by Region, 2020-2034 (USD Billion)
8. Global GPU as a Service Market, by End User
8.1. Key Findings
8.2. Introduction
8.2.1. Global GPU as a Service Market, by End User, 2020-2034 (USD Billion)
8.3. IT & telecom
8.3.1. Global GPU as a Service Market, by IT & telecom, by Region, 2020-2034 (USD Billion)
8.4. BFSI
8.4.1. Global GPU as a Service Market, by BFSI, by Region, 2020-2034 (USD Billion)
8.5. Media and Entertainment
8.5.1. Global GPU as a Service Market, by Media and Entertainment, by Region, 2020-2034 (USD Billion)
8.6. Gaming
8.6.1. Global GPU as a Service Market, by Gaming, by Region, 2020-2034 (USD Billion)
8.7. Automotive
8.7.1. Global GPU as a Service Market, by Automotive, by Region, 2020-2034 (USD Billion)
8.8. Healthcare
8.8.1. Global GPU as a Service Market, by Healthcare, by Region, 2020-2034 (USD Billion)
8.9. Other End User
8.9.1. Global GPU as a Service Market, by Other End User, by Region, 2020-2034 (USD Billion)
9. Global GPU as a Service Market, by Geography
9.1. Key Findings
9.2. Introduction
9.2.1. GPU as a Service Market Assessment, By Geography, 2020-2034 (USD Billion)
9.3. GPU as a Service Market – North America
9.3.1. North America: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.3.2. North America: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.3.3. North America: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.3.4. North America: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.3.5. GPU as a Service Market – U.S.
9.3.5.1. U.S.: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.3.5.2. U.S.: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.3.5.3. U.S.: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.3.5.4. U.S.: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.3.6. GPU as a Service Market – Canada
9.3.6.1. Canada: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.3.6.2. Canada: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.3.6.3. Canada: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.3.6.4. Canada: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.4. GPU as a Service Market – Europe
9.4.1. Europe: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.4.2. Europe: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.4.3. Europe: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.4.4. Europe: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.4.5. GPU as a Service Market – UK
9.4.5.1. UK: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.4.5.2. UK: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.4.5.3. UK: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.4.5.4. UK: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.4.6. GPU as a Service Market – France
9.4.6.1. France: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.4.6.2. France: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.4.6.3. France: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.4.6.4. France: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.4.7. GPU as a Service Market – Germany
9.4.7.1. Germany: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.4.7.2. Germany: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.4.7.3. Germany: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.4.7.4. Germany: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.4.8. GPU as a Service Market – Italy
9.4.8.1. Italy: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.4.8.2. Italy: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.4.8.3. Italy: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.4.8.4. Italy: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.4.9. GPU as a Service Market – Spain
9.4.9.1. Spain: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.4.9.2. Spain: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.4.9.3. Spain: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.4.9.4. Spain: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.4.10. GPU as a Service Market – Netherlands
9.4.10.1. Netherlands: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.4.10.2. Netherlands: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.4.10.3. Netherlands: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.4.10.4. Netherlands: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.4.11. GPU as a Service Market – Russia
9.4.11.1. Russia: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.4.11.2. Russia: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.4.11.3. Russia: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.4.11.4. Russia: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.4.12. GPU as a Service Market – Rest of Europe
9.4.12.1. Rest of Europe: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.4.12.2. Rest of Europe: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.4.12.3. Rest of Europe: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.4.12.4. Rest of Europe: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.5. GPU as a Service Market – Asia Pacific
9.5.1. Asia Pacific: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.5.2. Asia Pacific: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.5.3. Asia Pacific: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.5.4. Asia Pacific: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.5.5. GPU as a Service Market – China
9.5.5.1. China: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.5.5.2. China: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.5.5.3. China: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.5.5.4. China: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.5.6. GPU as a Service Market – India
9.5.6.1. India: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.5.6.2. India: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.5.6.3. India: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.5.6.4. India: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.5.7. GPU as a Service Market – Malaysia
9.5.7.1. Malaysia: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.5.7.2. Malaysia: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.5.7.3. Malaysia: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.5.7.4. Malaysia: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.5.8. GPU as a Service Market – Japan
9.5.8.1. Japan: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.5.8.2. Japan: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.5.8.3. Japan: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.5.8.4. Japan: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.5.9. GPU as a Service Market – Indonesia
9.5.9.1. Indonesia: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.5.9.2. Indonesia: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.5.9.3. Indonesia: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.5.9.4. Indonesia: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.5.10. GPU as a Service Market – South Korea
9.5.10.1. South Korea: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.5.10.2. South Korea: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.5.10.3. South Korea: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.5.10.4. South Korea: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.5.11. GPU as a Service Market – Australia
9.5.11.1. Australia: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.5.11.2. Australia: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.5.11.3. Australia: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.5.11.4. Australia: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.5.12. GPU as a Service Market – Rest of Asia Pacific
9.5.12.1. Rest of Asia Pacific: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.5.12.2. Rest of Asia Pacific: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.5.12.3. Rest of Asia Pacific: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.5.12.4. Rest of Asia Pacific: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.6. GPU as a Service Market – Middle East & Africa
9.6.1. Middle East & Africa: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.6.2. Middle East & Africa: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.6.3. Middle East & Africa: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.6.4. Middle East & Africa: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.6.5. GPU as a Service Market – Saudi Arabia
9.6.5.1. Saudi Arabia: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.6.5.2. Saudi Arabia: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.6.5.3. Saudi Arabia: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.6.5.4. Saudi Arabia: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.6.6. GPU as a Service Market – UAE
9.6.6.1. UAE: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.6.6.2. UAE: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.6.6.3. UAE: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.6.6.4. UAE: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.6.7. GPU as a Service Market – Israel
9.6.7.1. Israel: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.6.7.2. Israel: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.6.7.3. Israel: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.6.7.4. Israel: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.6.8. GPU as a Service Market – South Africa
9.6.8.1. South Africa: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.6.8.2. South Africa: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.6.8.3. South Africa: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.6.8.4. South Africa: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.6.9. GPU as a Service Market – Rest of Middle East & Africa
9.6.9.1. Rest of Middle East & Africa: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.6.9.2. Rest of Middle East & Africa: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.6.9.3. Rest of Middle East & Africa: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.6.9.4. Rest of Middle East & Africa: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.7. GPU as a Service Market – Latin America
9.7.1. Latin America: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.7.2. Latin America: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.7.3. Latin America: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.7.4. Latin America: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.7.5. GPU as a Service Market – Mexico
9.7.5.1. Mexico: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.7.5.2. Mexico: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.7.5.3. Mexico: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.7.5.4. Mexico: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.7.6. GPU as a Service Market – Brazil
9.7.6.1. Brazil: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.7.6.2. Brazil: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.7.6.3. Brazil: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.7.6.4. Brazil: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.7.7. GPU as a Service Market – Argentina
9.7.7.1. Argentina: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.7.7.2. Argentina: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.7.7.3. Argentina: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.7.7.4. Argentina: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
9.7.8. GPU as a Service Market – Rest of Latin America
9.7.8.1. Rest of Latin America: GPU as a Service Market, by Component, 2020-2034 (USD Billion)
9.7.8.2. Rest of Latin America: GPU as a Service Market, by Pricing Model, 2020-2034 (USD Billion)
9.7.8.3. Rest of Latin America: GPU as a Service Market, by Organization Size, 2020-2034 (USD Billion)
9.7.8.4. Rest of Latin America: GPU as a Service Market, by End User, 2020-2034 (USD Billion)
10. Competitive Landscape
10.1. Expansion and Acquisition Analysis
10.1.1. Expansion
10.1.2. Acquisitions
10.2. Partnerships/Collaborations/Agreements/Exhibitions
11. Company Profiles
11.1. Alibaba Group Holding Ltd.
11.1.1. Company Overview
11.1.2. Financial Performance
11.1.3. Product Benchmarking
11.1.4. Recent Development
11.2. Alphabet Inc.
11.2.1. Company Overview
11.2.2. Financial Performance
11.2.3. Product Benchmarking
11.2.4. Recent Development
11.3. Amazon Web Services Inc.
11.3.1. Company Overview
11.3.2. Financial Performance
11.3.3. Product Benchmarking
11.3.4. Recent Development
11.4. CoreWeave, Inc.
11.4.1. Company Overview
11.4.2. Financial Performance
11.4.3. Product Benchmarking
11.4.4. Recent Development
11.5. DigitalOcean Holdings, Inc.
11.5.1. Company Overview
11.5.2. Financial Performance
11.5.3. Product Benchmarking
11.5.4. Recent Development
11.6. IBM Corporation
11.6.1. Company Overview
11.6.2. Financial Performance
11.6.3. Product Benchmarking
11.6.4. Recent Development
11.7. Lambda Labs Inc.
11.7.1. Company Overview
11.7.2. Financial Performance
11.7.3. Product Benchmarking
11.7.4. Recent Development
11.8. Microsoft Corporation
11.8.1. Company Overview
11.8.2. Financial Performance
11.8.3. Product Benchmarking
11.8.4. Recent Development
11.9. NVIDIA Corporation
11.9.1. Company Overview
11.9.2. Financial Performance
11.9.3. Product Benchmarking
11.9.4. Recent Development
11.10. Oracle Corporation
11.10.1. Company Overview
11.10.2. Financial Performance
11.10.3. Product Benchmarking
11.10.4. Recent Development
11.11. Tencent Holdings Ltd.
11.11.1. Company Overview
11.11.2. Financial Performance
11.11.3. Product Benchmarking
11.11.4. Recent Development
11.12. Vast Data Inc.
11.12.1. Company Overview
11.12.2. Financial Performance
11.12.3. Product Benchmarking
11.12.4. Recent Development

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