Asia-Pacific Data Center GPUs Market: Focus on Application, Product, and Country

List of Tables

Introduction to Asia-Pacific Data Center GPUs Market

The Asia-Pacific data center GPUs market is projected to reach $44.6 billion by 2034 from $6.7 billion in 2024, growing at a CAGR of 20.80% during the forecast period 2024-2034. In APAC, surging demand for high-performance computing-powered by AI, deep learning, and big-data analytics-is fueling GPU adoption as specialized "workhorses" for complex tasks. Advances in memory capacity, processing power, and power-efficiency are accelerating growth. Collaborations between GPU vendors and cloud providers, plus hyperscale data-center expansion, are bolstering supply-chain resilience, while R&D investment drives sustainable, compliant innovations for a scalable digital ecosystem.

Market Introduction

KEY MARKET STATISTICS
Forecast Period	2024 - 2034
2024 Evaluation	$6.7 Billion
2034 Forecast	$44.6 Billion
CAGR	20.8%

The data-center GPU industry in Asia-Pacific (APAC) is expanding at a revolutionary rate as businesses in the region compete to use graphics processing units' (GPUs') parallel processing capabilities. Previously limited to graphic rendering, GPUs have become essential tools for speeding up compute-intensive tasks like big data analytics, high-performance computing (HPC), machine learning (ML), and artificial intelligence (AI). Rapid industry digital transformation in APAC, including in the fields of finance, healthcare, manufacturing, e-commerce, and public services, is creating an unprecedented need for GPU-accelerated infrastructure that can power real-time inference, train large language models, and simulate challenging scientific and engineering problems.

Key market players, including global leaders and rising regional vendors, are increasing their reach through strategic alliances with cloud service providers and system integrators. Virtualised GPU instances are being introduced by public-cloud platforms such as AWS, Microsoft Azure, Google Cloud, Alibaba Cloud, and Tencent Cloud, allowing businesses to use high-performance computing on a pay-as-you-go basis. In the meantime, hyperscalers, academic institutions, and major corporations looking for specialised GPU clusters for predictable workloads and data-sovereignty needs are increasingly adopting on-premises deployments.

APAC's infrastructure trends are influenced by both efficiency and performance. In order to maintain ideal thermal profiles in high-density racks, cutting-edge cooling techniques like liquid immersion and direct-to-chip cold plates are used in conjunction with advancements in GPU architectures, which provide increased memory bandwidth, tensor cores for AI matrix operations, and mixed-precision computing. Simultaneously, the emergence of disaggregated and composable GPU fabrics allows for dynamic accelerator resource pooling, increasing utilisation rates and reducing total cost of ownership.

Investments in GPU-driven data centres are being stimulated by government initiatives and incentive programs, including Singapore's Green Data Centre Grant, South Korea's Digital New Deal, India's National AI Mission, and China's ""New Infrastructure"" plan. These regulations are speeding up research and development of next-generation GPU designs, software toolchains, and management platforms, as well as increasing venture capital investments in AI firms. APAC is positioned to become a global centre for GPU-accelerated innovation, propelling both economic growth and technological leadership, as businesses and public sector entities continue to boost GPU deployments.

Market Segmentation

Segmentation 1: Data Center GPUs Market (by Application)

Hyperscale
Colocation
Enterprise
Others

Segmentation 2: Data Center GPUs Market (by Product)

Conventional GPUs
Accelerated GPUs

Segmentation 3: Data Center GPUs Market (by Country)

Japan
India
China
Australia
South Korea
Rest-of-Asia-Pacific

APAC Data Center GPUs Market Trends, Drivers and Challenges

Trends

Rapid uptake of AI-optimized GPUs (NVIDIA Blackwell, AMD MI300) for generative AI and LLM training
Disaggregated and composable GPU architectures enabling flexible resource pooling
Growth of virtualized GPU instances in public clouds (AWS, Azure, GCP) across APAC regions
Deployment of "micro-clusters" at edge and regional PoPs for localized inference
Increased use of liquid-cooled and immersion-cooled GPU racks to manage rising power densities

Drivers

Explosive demand for AI/ML workloads in finance, healthcare, and manufacturing
National AI strategies (e.g., China's AI 2.0 roadmap, India's AI Mission) fueling data-center upgrades
Cloud provider expansion into APAC, offering GPU-as-a-Service and hybrid-cloud GPU solutions
Growth in high-performance computing (HPC) for scientific research and digital twins
Enterprise digital transformation and competitive pressure to leverage real-time analytics

Challenges

Skyrocketing power consumption and cooling requirements driving OPEX up
Global GPU supply constraints and long lead times for next-gen accelerators
High capital expenditure for dense GPU deployments, with ROI pressure
Talent shortages in GPU-accelerated systems design, deployment, and operations
Data-sovereignty and cross-border compliance complicating centralized GPU farm deployments

Product Code: MS02904SS

Executive Summary

Scope and Definition

1 Markets

1.1 Data Center Trends: Current and Future Impact Assessment
- 1.1.1 Data Center Capacities: Current and Future
- 1.1.2 AI Workloads vs. Conventional Workloads
- 1.1.3 Data Center Power Consumption Scenario
- 1.1.4 Key Countries to Focus
- 1.1.5 Other Industrial Trends
  - 1.1.5.1 HPC Cluster Developments
  - 1.1.5.2 Blockchain Initiatives
  - 1.1.5.3 Super Computing
  - 1.1.5.4 5G and 6G Developments
  - 1.1.5.5 Impact of Server/Rack Density
1.2 Data Center Cooling Market Overview
- 1.2.1 Global and Regional Market size
- 1.2.2 Adoption of Cooling (by Data Center Age)
- 1.2.3 Retrofitting and Brownfield Projects
- 1.2.4 Green Field Projects and New Installation
- 1.2.5 Historical Analysis of Cooling Equipment Deployment, 2018-2022
- 1.2.6 New Data Center Trends toward Adoption of Cooling Technology Type, 2023-2027
- 1.2.7 Impact of AI Adoption on Data Center Cooling Infrastructure
1.3 Research and Development Review
- 1.3.1 Patent Filing Trend (by Country, by Company)
1.4 Stakeholder Analysis
- 1.4.1 Use Case
- 1.4.2 End User and Buying Criteria
1.5 Market Dynamics Overview
- 1.5.1 Market Drivers
  - 1.5.1.1 Surging Demand for Cryptocurrency Mining
  - 1.5.1.2 Rising Enterprise Adoption of Data Center GPUs for High-Performance Computing Applications
- 1.5.2 Market Restraints
  - 1.5.2.1 High Bargaining Power of GPU Manufacturers
- 1.5.3 Market Opportunities
  - 1.5.3.1 Technological Advancement in High-Performing Computing (HPC)
  - 1.5.3.2 Government Support for Smart City Development and Digitalization

2 Regions

2.1 Regional Summary
2.2 Asia-Pacific
- 2.2.1 Regional Overview
- 2.2.2 Driving Factors for Market Growth
- 2.2.3 Factors Challenging the Market
- 2.2.4 Application
- 2.2.5 Product
- 2.2.6 Asia-Pacific (by Country)
  - 2.2.6.1 China
    - 2.2.6.1.1 Application
    - 2.2.6.1.2 Product
  - 2.2.6.2 Japan
    - 2.2.6.2.1 Application
    - 2.2.6.2.2 Product
  - 2.2.6.3 Australia
    - 2.2.6.3.1 Application
    - 2.2.6.3.2 Product
  - 2.2.6.4 India
    - 2.2.6.4.1 Application
    - 2.2.6.4.2 Product
  - 2.2.6.5 South Korea
    - 2.2.6.5.1 Application
    - 2.2.6.5.2 Product
  - 2.2.6.6 Rest-of-Asia-Pacific
    - 2.2.6.6.1 Application
    - 2.2.6.6.2 Product

3 Markets - Competitive Benchmarking and Company Profiles

3.1 Company Profiles

4 Research Methodology

4.1 Data Sources
- 4.1.1 Primary Data Sources
- 4.1.2 Secondary Data Sources
- 4.1.3 Data Triangulation
4.2 Market Estimation and Forecast

Product Code: MS02904SS

List of Figures

Figure 1: Asia-Pacific Data Center GPUs Market (by Scenario), $Billion, 2023, 2027, and 2034
Figure 2: Asia-Pacific Data Center GPUs Market (by Application), $Million, 2023, 2027, and 2034
Figure 3: Asia-Pacific Data Center GPUs Market (by Product), $Million, 2023, 2027, and 2034
Figure 4: Key Events
Figure 5: Estimated Increase in Data Center Capacity, 2023 and 2030, GW
Figure 6: Comparison between Conventional and AI Workloads
Figure 7: Key Energy Consuming Industries (by Independent System Operators in U.S.)
Figure 8: HPC Cluster Developments in the Data Center Market
Figure 9: Share of Total 5G Mobile Connections (by Region) 2023 and 2030
Figure 10: Historical Analysis: Estimated Number of Cooling Deployed Data Centers Globally, 2018-2022
Figure 11: Future Market Analysis: Cooling Expected Deployment in New Data Centers (by Number of Data Centers), 2023-2027
Figure 12: Energy Consumption Breakdown in AI Data Centers
Figure 13: Increasing Rack Power Density Across Key Data Center Segments
Figure 14: Comparison of Different Rack Densities in Data Centers
Figure 15: Patent Analysis (by Country), January 2021-January 2025
Figure 16: Patent Analysis (by Company), January 2021-January 2025
Figure 17: End User and Buying Criteria in the Data Center GPUs Market
Figure 18: Dynamics of Data Generation, Replication, and Utilization, 2019-2023
Figure 19: China Data Center GPUs Market, $Billion, 2023-2034
Figure 20: Japan Data Center GPUs Market, $Billion, 2023-2034
Figure 21: Australia Data Center GPUs Market, $Billion, 2023-2034
Figure 22: India Data Center GPUs Market, $Billion, 2023-2034
Figure 23: South Korea Data Center GPUs Market, $Billion, 2023-2034
Figure 24: Rest-of-Asia-Pacific Data Center GPUs Market, $Billion, 2023-2034
Figure 25: Data Triangulation
Figure 26: Top-Down and Bottom-Up Approach
Figure 27: Assumptions and Limitations

List of Tables

Table 1: Market Snapshot
Table 2: Opportunities across Region
Table 3: Trends Overview
Table 4: Data Center Liquid Cooling Market (by Region), $Billion, 2023-2034
Table 5: Adoption of Cooling by Data Center Age along with PUE
Table 6: Data Center GPUs Market (by Region), $Billion, 2023-2034
Table 7: Asia-Pacific Data Center GPUs Market (by Application), $Billion, 2023-2034
Table 8: Asia-Pacific Data Center GPUs Market (by Product), $Billion, 2023-2034
Table 9: China Data Center GPUs Market (by Application), $Billion, 2023-2034
Table 10: China Data Center GPUs Market (by Product), $Billion, 2023-2034
Table 11: Japan Data Center GPUs Market (by Application), $Billion, 2023-2034
Table 12: Japan Data Center GPUs Market (by Product), $Billion, 2023-2034
Table 13: Australia Data Center GPUs Market (by Application), $Billion, 2023-2034
Table 14: Australia Data Center GPUs Market (by Product), $Billion, 2023-2034
Table 15: India Data Center GPUs Market (by Application), $Billion, 2023-2034
Table 16: India Data Center GPUs Market (by Product), $Billion, 2023-2034
Table 17: South Korea Data Center GPUs Market (by Application), $Billion, 2023-2034
Table 18: South Korea Data Center GPUs Market (by Product), $Billion, 2023-2034
Table 19: Rest-of-Asia-Pacific Data Center GPUs Market (by Application), $Billion, 2023-2034
Table 20: Rest-of-Asia-Pacific Data Center GPUs Market (by Product), $Billion, 2023-2034

Asia-Pacific Data Center GPUs Market: Focus on Application, Product, and Country - Analysis and Forecast, 2024-2034

Description

Table of Contents

List of Tables

Table of Contents

Executive Summary

1 Markets

2 Regions

3 Markets - Competitive Benchmarking and Company Profiles

4 Research Methodology

List of Figures

List of Tables