Data Center GPU Market by Deployment Type (Cloud, On-premise), Function (Training, Inference), End User (Cloud Service Providers, Enterprises, Government) and Region ( North America, Europe, Asia Pacific, ROW) - Global Forecast to 2028
The data center GPU market is projected to grow from USD 14.3 billion in 2023 and is projected to reach USD 63.0 billion by 2028; it is expected to grow at a CAGR of 34.6% from 2023 to 2028.
The rising focus on parallel computing in artificial intelligence (AI) data centers, growing use of deep learning technology in big data analytics, increasing data traffic and need for high computing power, has paved way for their growth in recent years. However, high costs associated with data center GPUs is limiting the growth of the data center GPU market.
“Enterprises end user segment of the data center GPU market to hold largest market share during the forecast period.”
Enterprises across various industries, such as finance, healthcare, retail, and manufacturing, have diverse workloads that require data center GPUs. These workloads encompass AI and machine learning, data analytics, virtualization, and graphics-intensive applications. Enterprises are increasingly integrating AI and machine learning into their operations, from improving customer experiences to optimizing supply chains. Data center GPUs are essential for training and running AI models, which is driving demand. Enterprises engaged in scientific research, engineering simulations, or other computationally intensive tasks benefit from data center GPUs. These GPUs enhance the performance of high-performance computing (HPC) clusters. Data center GPUs are highly scalable, making them suitable for enterprises that need to expand their computational resources as their businesses grow.
“Cloud deployment to account witness higher growth compared to the on-premise segment during the forecast period.”
The cloud deployment is projected to grow at a higher rate during the forecast period. The cloud deployment mode provides benefits such as reduced operational costs, hassle-free deployment, high scalability, easy data accessibility, faster access to critical data, and low capital requirement. The demand for the cloud deployment mode for NLP and ML tools in AI is expected to increase with the growing awareness of the benefits of cloud-based solutions. AI solution providers are focusing on the development of robust cloud-based solutions for their clients as many organizations have migrated from on-premises to either private or public cloud. The growth in the adoption of AI is leading to changes in cloud server configuration. The cloud computing market has witnessed significant growth in recent years owing to the surge in the volume of data being transferred to the cloud from consumers. This has fueled the demand for GPU accelerators. The GPUs optimize data processing at the servers by reducing the latency.
“Inference function to exhibit significant growth for the data center GPU market during forecast period”
The inference function is expected to exhibit significant growth during the forecast period. Inference is sensitive to latency, and the trained model needs to analyze and provide analysis in near real-time. The requirement of the infrastructure for model deployment to process data at the fastest rate is expected to drive the market for inference.
“North America to witness significant growth for the data center GPU market during the forecast period” North America is projected to exhibit significant growth for the data center GPU market during the forecast period. It is the largest market for data center GPUs. North America has been the most promising region across verticals, such as BFSI, retail and eCommerce, telecom, enterprises etc. The government and public sector have also joined the race to become technologically advanced to cater to a large customer base. North America is contributing significantly to the data center GPU market and is expected to grow further.
In the process of determining and verifying the market size for several segments and subsegments gathered through secondary research, extensive primary interviews have been conducted with key industry experts in the data center GPU market space. The break-up of primary participants for the report has been shown below:
By Company Type: Tier 1 – 40%, Tier 2 – 40%, and Tier 3 – 20% By Designation: C-level Executives – 40%, Directors –40%, and Others – 20% By Region: North America –30%, Europe – 20%, Asia Pacific– 40%, and RoW – 10%
The report profiles key players in data center GPU market with their respective market ranking analysis. Prominent players profiled in this report include NVIDIA Corporation (NVIDIA) (US), Intel Corporation (Intel) (US), Advanced Micro Devices, Inc (AMD) (US), Samsung Electronics Co., Ltd. (Samsung) (South Korea), Micron Technology, Inc. (Micron) (US), Qualcomm Technologies, Inc. (US), International Business Machines Corporation (IBM) (US), Google Inc. (Google) (US), Microsoft Corporation (Microsoft) (US), Imagination Technologies (UK), Advantech Co., Ltd. (Taiwan), Huawei Technologies Co., Ltd. (Huawei) (China), ZOTAC Technology Ltd. (Hong Kong), Apple Inc. (US), GIGABYTE Technology Co., Ltd. (Taiwan), Arm Ltd. (UK), and Graphcore (UK).
Research Coverage: This research report categorizes the data center GPU market on the basis of deployment type, function, end user and region. The report describes the major drivers, restraints, challenges, and opportunities pertaining to the data center GPU market and forecasts the same till 2028. Apart from these, the report also consists of leadership mapping and analysis of all the companies included in the data center GPU market ecosystem.
Key Benefits of Buying the Report
The report will help the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall data center GPU market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and to plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities. The report provides insights on the following pointers:
The rising focus on parallel computing in artificial intelligence (AI) data centers, growing use of deep learning technology in big data analytics, increasing data traffic and need for high computing power, has paved way for their growth in recent years. However, high costs associated with data center GPUs is limiting the growth of the data center GPU market.
“Enterprises end user segment of the data center GPU market to hold largest market share during the forecast period.”
Enterprises across various industries, such as finance, healthcare, retail, and manufacturing, have diverse workloads that require data center GPUs. These workloads encompass AI and machine learning, data analytics, virtualization, and graphics-intensive applications. Enterprises are increasingly integrating AI and machine learning into their operations, from improving customer experiences to optimizing supply chains. Data center GPUs are essential for training and running AI models, which is driving demand. Enterprises engaged in scientific research, engineering simulations, or other computationally intensive tasks benefit from data center GPUs. These GPUs enhance the performance of high-performance computing (HPC) clusters. Data center GPUs are highly scalable, making them suitable for enterprises that need to expand their computational resources as their businesses grow.
“Cloud deployment to account witness higher growth compared to the on-premise segment during the forecast period.”
The cloud deployment is projected to grow at a higher rate during the forecast period. The cloud deployment mode provides benefits such as reduced operational costs, hassle-free deployment, high scalability, easy data accessibility, faster access to critical data, and low capital requirement. The demand for the cloud deployment mode for NLP and ML tools in AI is expected to increase with the growing awareness of the benefits of cloud-based solutions. AI solution providers are focusing on the development of robust cloud-based solutions for their clients as many organizations have migrated from on-premises to either private or public cloud. The growth in the adoption of AI is leading to changes in cloud server configuration. The cloud computing market has witnessed significant growth in recent years owing to the surge in the volume of data being transferred to the cloud from consumers. This has fueled the demand for GPU accelerators. The GPUs optimize data processing at the servers by reducing the latency.
“Inference function to exhibit significant growth for the data center GPU market during forecast period”
The inference function is expected to exhibit significant growth during the forecast period. Inference is sensitive to latency, and the trained model needs to analyze and provide analysis in near real-time. The requirement of the infrastructure for model deployment to process data at the fastest rate is expected to drive the market for inference.
“North America to witness significant growth for the data center GPU market during the forecast period” North America is projected to exhibit significant growth for the data center GPU market during the forecast period. It is the largest market for data center GPUs. North America has been the most promising region across verticals, such as BFSI, retail and eCommerce, telecom, enterprises etc. The government and public sector have also joined the race to become technologically advanced to cater to a large customer base. North America is contributing significantly to the data center GPU market and is expected to grow further.
In the process of determining and verifying the market size for several segments and subsegments gathered through secondary research, extensive primary interviews have been conducted with key industry experts in the data center GPU market space. The break-up of primary participants for the report has been shown below:
By Company Type: Tier 1 – 40%, Tier 2 – 40%, and Tier 3 – 20% By Designation: C-level Executives – 40%, Directors –40%, and Others – 20% By Region: North America –30%, Europe – 20%, Asia Pacific– 40%, and RoW – 10%
The report profiles key players in data center GPU market with their respective market ranking analysis. Prominent players profiled in this report include NVIDIA Corporation (NVIDIA) (US), Intel Corporation (Intel) (US), Advanced Micro Devices, Inc (AMD) (US), Samsung Electronics Co., Ltd. (Samsung) (South Korea), Micron Technology, Inc. (Micron) (US), Qualcomm Technologies, Inc. (US), International Business Machines Corporation (IBM) (US), Google Inc. (Google) (US), Microsoft Corporation (Microsoft) (US), Imagination Technologies (UK), Advantech Co., Ltd. (Taiwan), Huawei Technologies Co., Ltd. (Huawei) (China), ZOTAC Technology Ltd. (Hong Kong), Apple Inc. (US), GIGABYTE Technology Co., Ltd. (Taiwan), Arm Ltd. (UK), and Graphcore (UK).
Research Coverage: This research report categorizes the data center GPU market on the basis of deployment type, function, end user and region. The report describes the major drivers, restraints, challenges, and opportunities pertaining to the data center GPU market and forecasts the same till 2028. Apart from these, the report also consists of leadership mapping and analysis of all the companies included in the data center GPU market ecosystem.
Key Benefits of Buying the Report
The report will help the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall data center GPU market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and to plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities. The report provides insights on the following pointers:
- Analysis of key drivers (Rising focus on parallel computing in artificial intelligence (AI) data centers, Growing use of deep learning technology in big data analytics, Increasing data traffic and need for high computing power, Rising adoption of data center GPUs in enterprises), restraints (High costs associated with data center GPUs), opportunities (Integration of Artificial Intelligence (AI)-based solutions into defense systems, Growing potential of GPUs in the healthcare sector, Emerging trend of autonomous vehicles) and challenges (Security concerns associated with data center GPUs, Issues related to interconnectivity) influencing the growth of the data center GPU market.
- Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the data center GPU market. Market Development: Comprehensive information about lucrative markets – the report analyses the data center GPU market across varied regions
- Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the data center GPU market.
- Competitive Assessment: In-depth assessment of market shares, growth strategies and service offerings of leading players like NVIDIA Corporation (NVIDIA) (US), Intel Corporation (Intel) (US), Advanced Micro Devices, Inc (AMD) (US), among others in the data center GPU market.
1 INTRODUCTION
1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 STUDY SCOPE
1.3.1 MARKETS COVERED
FIGURE 1 DATA CENTER GPU MARKET: SEGMENTATION
1.3.2 REGIONAL SCOPE
1.3.3 YEARS CONSIDERED
1.4 CURRENCY CONSIDERED
1.5 UNITS CONSIDERED
1.6 LIMITATIONS
1.7 STAKEHOLDERS
1.8 RECESSION ANALYSIS
FIGURE 2 GDP GROWTH PROJECTION TILL 2023 FOR MAJOR ECONOMIES
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
FIGURE 3 DATA CENTER GPU MARKET: RESEARCH DESIGN
2.1.1 SECONDARY DATA
2.1.1.1 List of key secondary sources
2.1.1.2 Key data from secondary sources
2.1.2 PRIMARY DATA
2.1.2.1 Interviews with experts
2.1.2.2 Breakdown of primaries
2.1.3 SECONDARY AND PRIMARY RESEARCH
2.1.3.1 Key industry insights
2.2 MARKET SIZE ESTIMATION
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: REVENUE ESTIMATION OF MARKET PLAYERS
2.2.1 BOTTOM-UP APPROACH
2.2.1.1 Approach to estimate market size using bottom-up analysis (demand side)
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
2.2.2 TOP-DOWN APPROACH
2.2.2.1 Approach to estimate market share using top-down analysis (supply side)
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
FIGURE 7 DATA TRIANGULATION
2.4 RESEARCH ASSUMPTIONS
2.5 RISK ASSESSMENT
2.5.1 PARAMETERS CONSIDERED TO ANALYZE RECESSION IMPACT ON DATA CENTER GPU MARKET
2.6 LIMITATIONS
3 EXECUTIVE SUMMARY
3.1 GROWTH RATE ASSUMPTIONS/FORECAST
FIGURE 8 DATA CENTER GPU MARKET, 2019–2028
FIGURE 9 TRAINING SEGMENT TO EXHIBIT HIGHER CAGR IN DATA CENTER GPU MARKET, BY FUNCTION, DURING FORECAST PERIOD
FIGURE 10 ON-PREMISES SEGMENT TO ACCOUNT FOR LARGER SHARE OF DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, DURING FORECAST PERIOD
FIGURE 11 CLOUD SERVICE PROVIDERS SEGMENT TO REGISTER HIGHEST CAGR IN DATA CENTER GPU MARKET, BY END USER, DURING FORECAST PERIOD
FIGURE 12 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN DATA CENTER GPU MARKET DURING FORECAST PERIOD
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DATA CENTER GPU MARKET
FIGURE 13 RISING DEMAND FOR DATA CENTER GPUS AMONG CLOUD SERVICE PROVIDERS TO DRIVE MARKET
4.2 DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE
FIGURE 14 CLOUD SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
4.3 ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER AND COUNTRY
FIGURE 15 CLOUD SERVICE PROVIDERS END-USER SEGMENT AND CHINA HELD LARGEST SHARES OF ASIA PACIFIC DATA CENTER GPU MARKET IN 2022
4.4 DATA CENTER GPU MARKET, BY FUNCTION
FIGURE 16 TRAINING SEGMENT TO COMMAND LARGER MARKET SHARE DURING FORECAST PERIOD
4.5 DATA CENTER GPU MARKET, BY END USER
FIGURE 17 ENTERPRISES SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE DURING FORECAST PERIOD
4.6 DATA CENTER GPU MARKET, BY COUNTRY
FIGURE 18 INDIA TO BE FASTEST-GROWING COUNTRY-LEVEL DATA CENTER GPU MARKET DURING FORECAST PERIOD
5 MARKET OVERVIEW
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 19 DATA CENTER GPU MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
5.2.1 DRIVERS
FIGURE 20 ANALYSIS OF IMPACT OF DRIVERS ON DATA CENTER GPU MARKET
5.2.1.1 Rising focus on parallel computing in artificial intelligence (AI) data centers
5.2.1.2 Growing use of deep learning technology in big data analytics
5.2.1.3 Increasing data traffic and need for high computing power
5.2.1.4 Rising adoption of data center GPUs among enterprises
5.2.2 RESTRAINTS
FIGURE 21 ANALYSIS OF IMPACT OF RESTRAINTS ON DATA CENTER GPU MARKET
5.2.2.1 High costs associated with data center GPUs
5.2.3 OPPORTUNITIES
FIGURE 22 ANALYSIS OF IMPACT OF OPPORTUNITIES ON DATA CENTER GPU MARKET
5.2.3.1 Integration of AI-based solutions into defense systems
5.2.3.2 Increasing recognition of potential applications of GPUs in healthcare sector
5.2.3.3 Rising popularity of autonomous vehicles
5.2.4 CHALLENGES
FIGURE 23 ANALYSIS OF IMPACT OF CHALLENGES ON DATA CENTER GPU MARKET
5.2.4.1 Security concerns associated with data center GPUs
5.2.4.2 Issues related to interconnectivity
5.3 VALUE CHAIN ANALYSIS
FIGURE 24 DATA CENTER GPU MARKET: VALUE CHAIN ANALYSIS
5.4 ECOSYSTEM/MARKET MAP
FIGURE 25 DATA CENTER GPU MARKET: ECOSYSTEM ANALYSIS
TABLE 1 DATA CENTER GPU MARKET: ROLE OF PLAYERS IN ECOSYSTEM
5.5 AVERAGE SELLING PRICE (ASP) ANALYSIS
TABLE 2 PRICING ANALYSIS OF DATA CENTER GPUS, 2022
5.5.1 AVERAGE SELLING PRICE OF DATA CENTER GPUS OFFERED BY KEY PLAYERS, BY FUNCTION
FIGURE 26 AVERAGE SELLING PRICE OF DATA CENTER GPUS OFFERED BY KEY PLAYERS, BY FUNCTION
TABLE 3 AVERAGE SELLING PRICE OF DATA CENTER GPUS OFFERED BY KEY PLAYERS, BY FUNCTION
5.5.2 AVERAGE SELLING PRICE TREND
FIGURE 27 AVERAGE SELLING PRICE OF DATA CENTER GPUS
5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
FIGURE 28 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
5.7 TECHNOLOGY ANALYSIS
5.7.1 KEY TECHNOLOGIES
5.7.1.1 Cloud graphics processing unit (GPU)
5.7.1.2 GPU virtualization
5.7.2 ADJACENT TECHNOLOGIES
5.7.2.1 Artificial intelligence (AI)
5.7.2.2 Deep learning in big data analytics
5.7.2.3 Parallel computing in data centers
5.8 PORTER’S FIVE FORCES ANALYSIS
TABLE 4 DATA CENTER GPU MARKET: IMPACT OF PORTER’S FIVE FORCES
FIGURE 29 PORTER’S FIVE FORCES ANALYSIS
5.8.1 BARGAINING POWER OF SUPPLIERS
5.8.2 BARGAINING POWER OF BUYERS
5.8.3 THREAT OF NEW ENTRANTS
5.8.4 THREAT OF SUBSTITUTES
5.8.5 INTENSITY OF COMPETITIVE RIVALRY
5.9 KEY STAKEHOLDERS AND BUYING CRITERIA
5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS
FIGURE 30 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY END USER
TABLE 5 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY END USER (%)
5.9.2 BUYING CRITERIA
FIGURE 31 KEY BUYING CRITERIA FOR END USERS
TABLE 6 KEY BUYING CRITERIA, BY END USER
5.10 CASE STUDY ANALYSIS
5.10.1 NVIDIA CORPORATION LAUNCHED WORLD'S FIRST GPU-ACCELERATED QUANTUM COMPUTING
5.10.2 IMAGINATION TECHNOLOGIES AND MOBICA PARTNERED TO CREATE VIRTUALIZED AUTOMOTIVE ENVIRONMENT
5.10.3 REALTEK LEVERAGED GPUS FROM IMAGINATION TECHNOLOGIES FOR USE IN DTV
5.10.4 INTEL CORPORATION PROVIDED GPUS FOR USE IN AURORA SUPERCOMPUTER
5.10.5 INTEGRATION OF NVIDIA GPUS INTO GOOGLE CLOUD OFFERINGS ACCELERATED GENERATIVE AI APPLICATIONS
5.11 TRADE DATA ANALYSIS
TABLE 7 IMPORT DATA FOR HS CODE 847330-COMPLIANT PRODUCTS, BY COUNTRY, 2018–2022 (USD MILLION)
TABLE 8 EXPORT DATA FOR HS CODE 847330-COMPLIANT PRODUCTS, BY COUNTRY, 2018–2022 (USD MILLION)
5.12 PATENT ANALYSIS
TABLE 9 LIST OF MAJOR PATENTS PERTAINING TO DATA CENTER GPU MARKET
TABLE 10 TOP 20 PATENT OWNERS IN DATA CENTER GPU MARKET IN LAST 10 YEARS
FIGURE 32 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS
FIGURE 33 NUMBER OF PATENTS GRANTED PER YEAR, 2013–2023
5.13 TARIFFS
TABLE 11 MFN TARIFF FOR HS CODE 847330 EXPORTED BY US
TABLE 12 MFN TARIFF FOR HS CODE 847330 EXPORTED BY CHINA
5.14 KEY CONFERENCES AND EVENTS, 2023–2024
TABLE 13 DATA CENTER GPU MARKET: DETAILED LIST OF CONFERENCES AND EVENTS
5.15 STANDARDS
5.15.1 NIST SPECIAL PUBLICATION (SP) 800-53
5.15.2 DISTRIBUTED MANAGEMENT TASK FORCE STANDARDS
5.15.3 CRITICAL INFRASTRUCTURE PROTECTION MANDATES, NERC (NORTH AMERICA)
5.15.4 THE NETWORK AND INFORMATION SYSTEMS REGULATIONS 2018 (UK)
5.15.5 TELECOMMUNICATION INFRASTRUCTURE STANDARD FOR DATA CENTERS
5.15.6 DISTRIBUTED MANAGEMENT TASK FORCE (DMTF) STANDARD
5.15.7 ELECTRONICS INDUSTRY ASSOCIATION (EIA)
5.15.8 TELECOMMUNICATIONS INDUSTRY ASSOCIATION (TIA)
5.15.9 DATA CENTER SITE INFRASTRUCTURE TIER STANDARD (UPTIME INSTITUTE)
5.15.10 STORAGE NETWORKING INDUSTRY ASSOCIATION (SNIA) AND CLOUD DATA MANAGEMENT INFERENCE (CDMI)
5.16 REGULATORY LANDSCAPE
5.16.1 NORTH AMERICA
5.16.1.1 Export–import regulations
5.16.2 EUROPE
5.16.2.1 Restriction of Hazardous Substances (ROHS) and Waste Electrical and Electronic Equipment (WEEE) Directives
5.16.2.2 Registration, Evaluation, Authorisation, and Restriction of Chemicals (REACH)
5.16.2.3 General Data Protection Regulation (GDPR)
TABLE 14 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 15 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 16 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 17 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
6 DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE
6.1 INTRODUCTION
FIGURE 34 CLOUD SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
TABLE 18 DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
TABLE 19 DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
TABLE 20 DATA CENTER GPU MARKET, 2019–2022 (THOUSAND UNITS)
TABLE 21 DATA CENTER GPU MARKET, 2023–2028 (THOUSAND UNITS)
6.2 CLOUD
6.2.1 INCREASING AWARENESS OF BENEFITS OF CLOUD-BASED SOLUTIONS TO DRIVE SEGMENTAL GROWTH
TABLE 22 CLOUD: DATA CENTER GPU MARKET, BY FUNCTION, 2019–2022 (USD MILLION)
TABLE 23 CLOUD: DATA CENTER GPU MARKET, BY FUNCTION, 2023–2028 (USD MILLION)
TABLE 24 CLOUD: DATA CENTER GPU MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 25 CLOUD: DATA CENTER GPU MARKET, BY REGION, 2023–2028 (USD MILLION)
6.3 ON-PREMISES
6.3.1 RISING INVESTMENTS IN ON-PREMISES DEPLOYMENTS FOR NLP AND ML TOOLS TO DRIVE SEGMENTAL GROWTH
TABLE 26 ON-PREMISES: DATA CENTER GPU MARKET, BY FUNCTION, 2019–2022 (USD MILLION)
TABLE 27 ON-PREMISES: DATA CENTER GPU MARKET, BY FUNCTION, 2023–2028 (USD MILLION)
TABLE 28 ON-PREMISES: DATA CENTER GPU MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 29 ON-PREMISES: DATA CENTER GPU MARKET, BY REGION, 2023–2028 (USD MILLION)
7 DATA CENTER GPU MARKET, BY FUNCTION
7.1 INTRODUCTION
FIGURE 35 TRAINING SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD
TABLE 30 DATA CENTER GPU MARKET, BY FUNCTION, 2019–2022 (USD MILLION)
TABLE 31 DATA CENTER GPU MARKET, BY FUNCTION, 2023–2028 (USD MILLION
7.2 TRAINING
7.2.1 NEED TO REDUCE TRAINING TIME FOR SMALL DATASETS TO ACCELERATE ADOPTION OF GPUS
TABLE 32 TRAINING: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
TABLE 33 TRAINING: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
7.3 INFERENCE
7.3.1 ABILITY TO PERFORM MULTIPLE COMPUTATIONS SIMULTANEOUSLY TO BOOST ADOPTION OF GPUS FOR INFERENCE APPLICATIONS
TABLE 34 INFERENCE: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
TABLE 35 INFERENCE: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
8 DATA CENTER GPU MARKET, BY END USER
8.1 INTRODUCTION
FIGURE 36 ENTERPRISES SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
TABLE 36 DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 37 DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
8.2 CLOUD SERVICE PROVIDERS
8.2.1 RISING USE OF DATA CENTER GPUS FOR AI AND MACHINE LEARNING APPLICATIONS TO CONTRIBUTE TO MARKET GROWTH
TABLE 38 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 39 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET, BY REGION, 2023–2028 (USD MILLION)
TABLE 40 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN NORTH AMERICA, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 41 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN NORTH AMERICA, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 42 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN EUROPE, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 43 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN EUROPE, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 44 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN ASIA PACIFIC, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 45 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN ASIA PACIFIC, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 46 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN ROW, BY REGION, 2019–2022 (USD MILLION)
TABLE 47 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN ROW, BY REGION, 2023–2028 (USD MILLION)
8.3 ENTERPRISES
8.3.1 HEALTHCARE
8.3.1.1 Growing use of machine learning (ML) and deep learning (DL) models in medical field to propel market
8.3.2 BFSI
8.3.2.1 Increased use of GPUs by BFSI enterprises to design investment strategies to drive market
8.3.3 AUTOMOTIVE
8.3.3.1 Rising popularity of autonomous cars to fuel adoption of GPUs
8.3.4 RETAIL & E-COMMERCE
8.3.4.1 Rising need to handle massive amounts of retail and e-commerce data to accelerate adoption of GPUs
8.3.5 MEDIA & ENTERTAINMENT
8.3.5.1 Increasing use of AI for content creation and recommendation to drive market
8.3.6 OTHERS
TABLE 48 ENTERPRISES: DATA CENTER GPU MARKET, BY TYPE, 2019–2022 (USD MILLION)
TABLE 49 ENTERPRISES: DATA CENTER GPU MARKET, BY TYPE, 2023–2028 (USD MILLION)
TABLE 50 ENTERPRISES: DATA CENTER GPU MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 51 ENTERPRISES: DATA CENTER GPU MARKET, BY REGION, 2023–2028 (USD MILLION)
TABLE 52 ENTERPRISES: DATA CENTER GPU MARKET IN NORTH AMERICA, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 53 ENTERPRISES: DATA CENTER GPU MARKET IN NORTH AMERICA, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 54 ENTERPRISES: DATA CENTER GPU MARKET IN EUROPE, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 55 ENTERPRISES: DATA CENTER GPU MARKET IN EUROPE, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 56 ENTERPRISES: DATA CENTER GPU MARKET IN ASIA PACIFIC, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 57 ENTERPRISES: DATA CENTER GPU MARKET IN ASIA PACIFIC, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 58 ENTERPRISES: DATA CENTER GPU MARKET IN ROW, BY REGION, 2019–2022 (USD MILLION)
TABLE 59 ENTERPRISES: DATA CENTER GPU MARKET IN ROW, BY REGION, 2023–2028 (USD MILLION)
8.4 GOVERNMENT ORGANIZATIONS
8.4.1 RISING ADOPTION OF AI BY GOVERNMENT ORGANIZATIONS TO TACKLE CYBERTERRORISM TO DRIVE MARKET
TABLE 60 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 61 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY REGION, 2023–2028 (USD MILLION)
TABLE 62 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN NORTH AMERICA, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 63 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN NORTH AMERICA, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 64 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN EUROPE, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 65 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN EUROPE, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 66 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN ASIA PACIFIC, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 67 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN ASIA PACIFIC, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 68 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN ROW, BY REGION, 2019–2022 (USD MILLION)
TABLE 69 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN ROW, BY REGION, 2023–2028 (USD MILLION)
9 DATA CENTER GPU MARKET, BY REGION
9.1 INTRODUCTION
FIGURE 37 DATA CENTER GPU MARKET, BY REGION
FIGURE 38 ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 70 DATA CENTER GPU MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 71 DATA CENTER GPU MARKET, BY REGION, 2023–2028 (USD MILLION)
9.2 NORTH AMERICA
9.2.1 NORTH AMERICA: RECESSION IMPACT
FIGURE 39 NORTH AMERICA: DATA CENTER GPU MARKET SNAPSHOT
TABLE 72 NORTH AMERICA: DATA CENTER GPU MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 73 NORTH AMERICA: DATA CENTER GPU MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 74 NORTH AMERICA: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 75 NORTH AMERICA: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
TABLE 76 NORTH AMERICA: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
TABLE 77 NORTH AMERICA: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
9.2.2 US
9.2.2.1 Large-scale deployment of modular and co-location facilities to drive market
TABLE 78 US: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 79 US: DATA CENTER GPU MARKET, BY END USER 2023–2028 (USD MILLION)
9.2.3 CANADA
9.2.3.1 Pan-Canadian Artificial Intelligence Strategy to favor market growth
TABLE 80 CANADA: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 81 CANADA: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.2.4 MEXICO
9.2.4.1 Rising investments in data center-related business opportunities to drive market
TABLE 82 MEXICO: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 83 MEXICO: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.3 EUROPE
9.3.1 EUROPE: RECESSION IMPACT
FIGURE 40 EUROPE: DATA CENTER GPU MARKET SNAPSHOT
TABLE 84 EUROPE: DATA CENTER GPU MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 85 EUROPE: DATA CENTER GPU MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 86 EUROPE: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 87 EUROPE: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
TABLE 88 EUROPE: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
TABLE 89 EUROPE: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
9.3.2 UK
9.3.2.1 Increasing demand for AI-based solutions to create opportunities for market players
TABLE 90 UK: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 91 UK: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.3.3 GERMANY
9.3.3.1 Growing adoption of cloud computing and Industry 4.0 technologies to contribute to market growth
TABLE 92 GERMANY: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 93 GERMANY: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.3.4 FRANCE
9.3.4.1 Rising investment by venture capitalists in startups to develop AI ecosystem to foster market growth
TABLE 94 FRANCE: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 95 FRANCE: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.3.5 REST OF EUROPE
TABLE 96 REST OF EUROPE: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 97 REST OF EUROPE: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.4 ASIA PACIFIC
9.4.1 ASIA PACIFIC: RECESSION IMPACT
FIGURE 41 ASIA PACIFIC: DATA CENTER GPU MARKET SNAPSHOT
TABLE 98 ASIA PACIFIC: DATA CENTER GPU MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 99 ASIA PACIFIC: DATA CENTER GPU MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 100 ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 101 ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
TABLE 102 ASIA PACIFIC: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
TABLE 103 ASIA PACIFIC: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
9.4.2 CHINA
9.4.2.1 Increasing adoption of GPUs in manufacturing, automotive, and healthcare verticals to support market growth
TABLE 104 CHINA: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 105 CHINA: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.4.3 JAPAN
9.4.3.1 Increasing use cases of AI across numerous applications to create conducive environment for market growth
TABLE 106 JAPAN: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 107 JAPAN: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.4.4 INDIA
9.4.4.1 Increasing number of AI startups to accelerate market growth
TABLE 108 INDIA: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 109 INDIA: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.4.5 SOUTH KOREA
9.4.5.1 Rising emphasis on enhancing AI infrastructure to boost adoption of GPUs
TABLE 110 SOUTH KOREA: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 111 SOUTH KOREA: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.4.6 REST OF ASIA PACIFIC
TABLE 112 REST OF ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 113 REST OF ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.5 ROW
9.5.1 ROW: RECESSION IMPACT
FIGURE 42 ROW: DATA CENTER GPU MARKET SNAPSHOT
TABLE 114 ROW: DATA CENTER GPU MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 115 ROW: DATA CENTER GPU MARKET, BY REGION, 2023–2028 (USD MILLION)
TABLE 116 ROW: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 117 ROW: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
TABLE 118 ROW: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
TABLE 119 ROW: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
9.5.2 SOUTH AMERICA
9.5.2.1 Expanding computing services market to create opportunities for market players
TABLE 120 SOUTH AMERICA: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 121 SOUTH AMERICA: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.5.3 MIDDLE EAST & AFRICA
9.5.3.1 Rise in smart mobile data traffic to drive market
TABLE 122 MIDDLE EAST & AFRICA: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 123 MIDDLE EAST & AFRICA: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
10 COMPETITIVE LANDSCAPE
10.1 INTRODUCTION
10.1.1 OVERVIEW OF KEY GROWTH STRATEGIES ADOPTED BY MAJOR COMPANIES
TABLE 124 OVERVIEW OF KEY GROWTH STRATEGIES ADOPTED BY MAJOR COMPANIES
10.2 DATA CENTER GPU MARKET: REVENUE ANALYSIS
FIGURE 43 THREE-YEAR REVENUE ANALYSIS OF TOP THREE PLAYERS IN DATA CENTER GPU MARKET
10.3 MARKET SHARE ANALYSIS, 2022
TABLE 125 DATA CENTER GPU MARKET: DEGREE OF COMPETITION
FIGURE 44 MARKET SHARE ANALYSIS, 2022
10.4 COMPANY EVALUATION MATRIX
10.4.1 STARS
10.4.2 EMERGING LEADERS
10.4.3 PERVASIVE PLAYERS
10.4.4 PARTICIPANTS
FIGURE 45 DATA CENTER GPU MARKET: COMPANY EVALUATION MATRIX, 2022
10.4.5 COMPANY FOOTPRINT
TABLE 126 OVERALL COMPANY FOOTPRINT
TABLE 127 FUNCTION: COMPANY FOOTPRINT
TABLE 128 END USER: COMPANY FOOTPRINT
TABLE 129 REGION: COMPANY FOOTPRINT
10.5 STARTUPS/SMALL AND MEDIUM-SIZED ENTERPRISES (SMES) EVALUATION MATRIX
10.5.1 PROGRESSIVE COMPANIES
10.5.2 RESPONSIVE COMPANIES
10.5.3 DYNAMIC COMPANIES
10.5.4 STARTING BLOCKS
FIGURE 46 DATA CENTER GPU MARKET: STARTUPS/SMES EVALUATION MATRIX, 2022
10.5.5 COMPETITIVE BENCHMARKING
TABLE 130 STARTUPS/SMES MATRIX: DETAILED LIST OF KEY STARTUPS/SMES
TABLE 131 DATA CENTER GPU MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
10.6 COMPETITIVE SCENARIOS AND TRENDS
10.6.1 DATA CENTER GPU MARKET: PRODUCT LAUNCHES, JANUARY 2019–AUGUST 2022
TABLE 132 DATA CENTER GPU MARKET: PRODUCT LAUNCHES, JANUARY 2019–SEPTEMBER 2023
10.6.2 DEALS
TABLE 133 DATA CENTER GPU MARKET: DEALS, MAY 2021–SEPTEMBER 2023
10.6.3 OTHERS
TABLE 134 DATA CENTER GPU MARKET: OTHERS, JUNE 2022–JULY 2023
11 COMPANY PROFILES
11.1 INTRODUCTION
11.2 KEY PLAYERS
(Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View)*
11.2.1 NVIDIA CORPORATION
TABLE 135 NVIDIA CORPORATION: COMPANY OVERVIEW
FIGURE 47 NVIDIA CORPORATION: COMPANY SNAPSHOT
TABLE 136 NVIDIA CORPORATION: PRODUCT/SOLUTIONS/SERVICES OFFERED
TABLE 137 NVIDIA CORPORATION: PRODUCT LAUNCHES
TABLE 138 NVIDIA CORPORATION: DEALS
11.2.2 ADVANCED MICRO DEVICES, INC.
TABLE 139 ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW
FIGURE 48 ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT
TABLE 140 ADVANCED MICRO DEVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 141 ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES
TABLE 142 ADVANCED MICRO DEVICES, INC.: DEALS
TABLE 143 ADVANCED MICRO DEVICES, INC.: OTHERS
11.2.3 INTEL CORPORATION
TABLE 144 INTEL CORPORATION: COMPANY OVERVIEW
FIGURE 49 INTEL CORPORATION: COMPANY SNAPSHOT
TABLE 145 INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 146 INTEL CORPORATION: PRODUCT LAUNCHES
TABLE 147 INTEL CORPORATION: DEALS
TABLE 148 INTEL CORPORATION: OTHERS
11.2.4 MICRON TECHNOLOGY, INC.
TABLE 149 MICRON TECHNOLOGY, INC.: COMPANY OVERVIEW
FIGURE 50 MICRON TECHNOLOGY, INC.: COMPANY SNAPSHOT
TABLE 150 MICRON TECHNOLOGY, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 151 MICRON TECHNOLOGY, INC.: PRODUCT LAUNCHES
TABLE 152 MICRON TECHNOLOGY, INC.: DEALS
11.2.5 IBM CORPORATION
TABLE 153 IBM CORPORATION: COMPANY OVERVIEW
FIGURE 51 IBM CORPORATION: COMPANY SNAPSHOT
TABLE 154 IBM CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 155 IBM CORPORATION: PRODUCT LAUNCHES
TABLE 156 IBM CORPORATION: DEALS
11.2.6 QUALCOMM TECHNOLOGIES, INC.
TABLE 157 QUALCOMM TECHNOLOGIES, INC.: COMPANY OVERVIEW
FIGURE 52 QUALCOMM TECHNOLOGIES, INC.: COMPANY SNAPSHOT
11.2.7 SAMSUNG ELECTRONICS CO., LTD.
TABLE 158 SAMSUNG ELECTRONICS CO., LTD.: COMPANY OVERVIEW
FIGURE 53 SAMSUNG ELECTRONICS CO., LTD.: COMPANY SNAPSHOT
TABLE 159 SAMSUNG ELECTRONICS CO., LTD.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 160 SAMSUNG ELECTRONICS CO., LTD.: PRODUCT LAUNCHES
TABLE 161 SAMSUNG ELECTRONICS CO., LTD.: DEALS
11.2.8 GOOGLE
TABLE 162 GOOGLE: COMPANY OVERVIEW
FIGURE 54 GOOGLE: COMPANY SNAPSHOT
TABLE 163 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 164 GOOGLE: PRODUCT LAUNCHES
TABLE 165 GOOGLE: DEALS
11.2.9 MICROSOFT
TABLE 166 MICROSOFT: COMPANY OVERVIEW
FIGURE 55 MICROSOFT: COMPANY SNAPSHOT
TABLE 167 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 168 MICROSOFT: PRODUCT LAUNCHES
TABLE 169 MICROSOFT: DEALS
11.2.10 IMAGINATION TECHNOLOGIES
TABLE 170 IMAGINATION TECHNOLOGIES: COMPANY OVERVIEW
TABLE 171 IMAGINATION TECHNOLOGIES: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 172 IMAGINATION TECHNOLOGIES: PRODUCT LAUNCHES
TABLE 173 IMAGINATION TECHNOLOGIES: DEALS
TABLE 174 IMAGINATION TECHNOLOGIES: OTHERS
*Details on Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View might not be captured in case of unlisted companies.
11.3 OTHER PLAYERS
11.3.1 GRAPHCORE
11.3.2 HUAWEI TECHNOLOGIES CO., LTD.
11.3.3 ARM LIMITED
11.3.4 ADVANTECH CO., LTD.
11.3.5 GIGABYTE TECHNOLOGY CO., LTD.
11.3.6 APPLE INC.
11.3.7 ZOTAC
12 APPENDIX
12.1 DISCUSSION GUIDE
12.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
12.3 CUSTOMIZATION OPTIONS
12.4 RELATED REPORTS
12.5 AUTHOR DETAILS
1.1 STUDY OBJECTIVES
1.2 MARKET DEFINITION
1.2.1 INCLUSIONS AND EXCLUSIONS
1.3 STUDY SCOPE
1.3.1 MARKETS COVERED
FIGURE 1 DATA CENTER GPU MARKET: SEGMENTATION
1.3.2 REGIONAL SCOPE
1.3.3 YEARS CONSIDERED
1.4 CURRENCY CONSIDERED
1.5 UNITS CONSIDERED
1.6 LIMITATIONS
1.7 STAKEHOLDERS
1.8 RECESSION ANALYSIS
FIGURE 2 GDP GROWTH PROJECTION TILL 2023 FOR MAJOR ECONOMIES
2 RESEARCH METHODOLOGY
2.1 RESEARCH DATA
FIGURE 3 DATA CENTER GPU MARKET: RESEARCH DESIGN
2.1.1 SECONDARY DATA
2.1.1.1 List of key secondary sources
2.1.1.2 Key data from secondary sources
2.1.2 PRIMARY DATA
2.1.2.1 Interviews with experts
2.1.2.2 Breakdown of primaries
2.1.3 SECONDARY AND PRIMARY RESEARCH
2.1.3.1 Key industry insights
2.2 MARKET SIZE ESTIMATION
FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY: REVENUE ESTIMATION OF MARKET PLAYERS
2.2.1 BOTTOM-UP APPROACH
2.2.1.1 Approach to estimate market size using bottom-up analysis (demand side)
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
2.2.2 TOP-DOWN APPROACH
2.2.2.1 Approach to estimate market share using top-down analysis (supply side)
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
FIGURE 7 DATA TRIANGULATION
2.4 RESEARCH ASSUMPTIONS
2.5 RISK ASSESSMENT
2.5.1 PARAMETERS CONSIDERED TO ANALYZE RECESSION IMPACT ON DATA CENTER GPU MARKET
2.6 LIMITATIONS
3 EXECUTIVE SUMMARY
3.1 GROWTH RATE ASSUMPTIONS/FORECAST
FIGURE 8 DATA CENTER GPU MARKET, 2019–2028
FIGURE 9 TRAINING SEGMENT TO EXHIBIT HIGHER CAGR IN DATA CENTER GPU MARKET, BY FUNCTION, DURING FORECAST PERIOD
FIGURE 10 ON-PREMISES SEGMENT TO ACCOUNT FOR LARGER SHARE OF DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, DURING FORECAST PERIOD
FIGURE 11 CLOUD SERVICE PROVIDERS SEGMENT TO REGISTER HIGHEST CAGR IN DATA CENTER GPU MARKET, BY END USER, DURING FORECAST PERIOD
FIGURE 12 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN DATA CENTER GPU MARKET DURING FORECAST PERIOD
4 PREMIUM INSIGHTS
4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN DATA CENTER GPU MARKET
FIGURE 13 RISING DEMAND FOR DATA CENTER GPUS AMONG CLOUD SERVICE PROVIDERS TO DRIVE MARKET
4.2 DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE
FIGURE 14 CLOUD SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
4.3 ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER AND COUNTRY
FIGURE 15 CLOUD SERVICE PROVIDERS END-USER SEGMENT AND CHINA HELD LARGEST SHARES OF ASIA PACIFIC DATA CENTER GPU MARKET IN 2022
4.4 DATA CENTER GPU MARKET, BY FUNCTION
FIGURE 16 TRAINING SEGMENT TO COMMAND LARGER MARKET SHARE DURING FORECAST PERIOD
4.5 DATA CENTER GPU MARKET, BY END USER
FIGURE 17 ENTERPRISES SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE DURING FORECAST PERIOD
4.6 DATA CENTER GPU MARKET, BY COUNTRY
FIGURE 18 INDIA TO BE FASTEST-GROWING COUNTRY-LEVEL DATA CENTER GPU MARKET DURING FORECAST PERIOD
5 MARKET OVERVIEW
5.1 INTRODUCTION
5.2 MARKET DYNAMICS
FIGURE 19 DATA CENTER GPU MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
5.2.1 DRIVERS
FIGURE 20 ANALYSIS OF IMPACT OF DRIVERS ON DATA CENTER GPU MARKET
5.2.1.1 Rising focus on parallel computing in artificial intelligence (AI) data centers
5.2.1.2 Growing use of deep learning technology in big data analytics
5.2.1.3 Increasing data traffic and need for high computing power
5.2.1.4 Rising adoption of data center GPUs among enterprises
5.2.2 RESTRAINTS
FIGURE 21 ANALYSIS OF IMPACT OF RESTRAINTS ON DATA CENTER GPU MARKET
5.2.2.1 High costs associated with data center GPUs
5.2.3 OPPORTUNITIES
FIGURE 22 ANALYSIS OF IMPACT OF OPPORTUNITIES ON DATA CENTER GPU MARKET
5.2.3.1 Integration of AI-based solutions into defense systems
5.2.3.2 Increasing recognition of potential applications of GPUs in healthcare sector
5.2.3.3 Rising popularity of autonomous vehicles
5.2.4 CHALLENGES
FIGURE 23 ANALYSIS OF IMPACT OF CHALLENGES ON DATA CENTER GPU MARKET
5.2.4.1 Security concerns associated with data center GPUs
5.2.4.2 Issues related to interconnectivity
5.3 VALUE CHAIN ANALYSIS
FIGURE 24 DATA CENTER GPU MARKET: VALUE CHAIN ANALYSIS
5.4 ECOSYSTEM/MARKET MAP
FIGURE 25 DATA CENTER GPU MARKET: ECOSYSTEM ANALYSIS
TABLE 1 DATA CENTER GPU MARKET: ROLE OF PLAYERS IN ECOSYSTEM
5.5 AVERAGE SELLING PRICE (ASP) ANALYSIS
TABLE 2 PRICING ANALYSIS OF DATA CENTER GPUS, 2022
5.5.1 AVERAGE SELLING PRICE OF DATA CENTER GPUS OFFERED BY KEY PLAYERS, BY FUNCTION
FIGURE 26 AVERAGE SELLING PRICE OF DATA CENTER GPUS OFFERED BY KEY PLAYERS, BY FUNCTION
TABLE 3 AVERAGE SELLING PRICE OF DATA CENTER GPUS OFFERED BY KEY PLAYERS, BY FUNCTION
5.5.2 AVERAGE SELLING PRICE TREND
FIGURE 27 AVERAGE SELLING PRICE OF DATA CENTER GPUS
5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
FIGURE 28 TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS
5.7 TECHNOLOGY ANALYSIS
5.7.1 KEY TECHNOLOGIES
5.7.1.1 Cloud graphics processing unit (GPU)
5.7.1.2 GPU virtualization
5.7.2 ADJACENT TECHNOLOGIES
5.7.2.1 Artificial intelligence (AI)
5.7.2.2 Deep learning in big data analytics
5.7.2.3 Parallel computing in data centers
5.8 PORTER’S FIVE FORCES ANALYSIS
TABLE 4 DATA CENTER GPU MARKET: IMPACT OF PORTER’S FIVE FORCES
FIGURE 29 PORTER’S FIVE FORCES ANALYSIS
5.8.1 BARGAINING POWER OF SUPPLIERS
5.8.2 BARGAINING POWER OF BUYERS
5.8.3 THREAT OF NEW ENTRANTS
5.8.4 THREAT OF SUBSTITUTES
5.8.5 INTENSITY OF COMPETITIVE RIVALRY
5.9 KEY STAKEHOLDERS AND BUYING CRITERIA
5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS
FIGURE 30 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY END USER
TABLE 5 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY END USER (%)
5.9.2 BUYING CRITERIA
FIGURE 31 KEY BUYING CRITERIA FOR END USERS
TABLE 6 KEY BUYING CRITERIA, BY END USER
5.10 CASE STUDY ANALYSIS
5.10.1 NVIDIA CORPORATION LAUNCHED WORLD'S FIRST GPU-ACCELERATED QUANTUM COMPUTING
5.10.2 IMAGINATION TECHNOLOGIES AND MOBICA PARTNERED TO CREATE VIRTUALIZED AUTOMOTIVE ENVIRONMENT
5.10.3 REALTEK LEVERAGED GPUS FROM IMAGINATION TECHNOLOGIES FOR USE IN DTV
5.10.4 INTEL CORPORATION PROVIDED GPUS FOR USE IN AURORA SUPERCOMPUTER
5.10.5 INTEGRATION OF NVIDIA GPUS INTO GOOGLE CLOUD OFFERINGS ACCELERATED GENERATIVE AI APPLICATIONS
5.11 TRADE DATA ANALYSIS
TABLE 7 IMPORT DATA FOR HS CODE 847330-COMPLIANT PRODUCTS, BY COUNTRY, 2018–2022 (USD MILLION)
TABLE 8 EXPORT DATA FOR HS CODE 847330-COMPLIANT PRODUCTS, BY COUNTRY, 2018–2022 (USD MILLION)
5.12 PATENT ANALYSIS
TABLE 9 LIST OF MAJOR PATENTS PERTAINING TO DATA CENTER GPU MARKET
TABLE 10 TOP 20 PATENT OWNERS IN DATA CENTER GPU MARKET IN LAST 10 YEARS
FIGURE 32 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS
FIGURE 33 NUMBER OF PATENTS GRANTED PER YEAR, 2013–2023
5.13 TARIFFS
TABLE 11 MFN TARIFF FOR HS CODE 847330 EXPORTED BY US
TABLE 12 MFN TARIFF FOR HS CODE 847330 EXPORTED BY CHINA
5.14 KEY CONFERENCES AND EVENTS, 2023–2024
TABLE 13 DATA CENTER GPU MARKET: DETAILED LIST OF CONFERENCES AND EVENTS
5.15 STANDARDS
5.15.1 NIST SPECIAL PUBLICATION (SP) 800-53
5.15.2 DISTRIBUTED MANAGEMENT TASK FORCE STANDARDS
5.15.3 CRITICAL INFRASTRUCTURE PROTECTION MANDATES, NERC (NORTH AMERICA)
5.15.4 THE NETWORK AND INFORMATION SYSTEMS REGULATIONS 2018 (UK)
5.15.5 TELECOMMUNICATION INFRASTRUCTURE STANDARD FOR DATA CENTERS
5.15.6 DISTRIBUTED MANAGEMENT TASK FORCE (DMTF) STANDARD
5.15.7 ELECTRONICS INDUSTRY ASSOCIATION (EIA)
5.15.8 TELECOMMUNICATIONS INDUSTRY ASSOCIATION (TIA)
5.15.9 DATA CENTER SITE INFRASTRUCTURE TIER STANDARD (UPTIME INSTITUTE)
5.15.10 STORAGE NETWORKING INDUSTRY ASSOCIATION (SNIA) AND CLOUD DATA MANAGEMENT INFERENCE (CDMI)
5.16 REGULATORY LANDSCAPE
5.16.1 NORTH AMERICA
5.16.1.1 Export–import regulations
5.16.2 EUROPE
5.16.2.1 Restriction of Hazardous Substances (ROHS) and Waste Electrical and Electronic Equipment (WEEE) Directives
5.16.2.2 Registration, Evaluation, Authorisation, and Restriction of Chemicals (REACH)
5.16.2.3 General Data Protection Regulation (GDPR)
TABLE 14 NORTH AMERICA: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 15 EUROPE: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 16 ASIA PACIFIC: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
TABLE 17 ROW: LIST OF REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS
6 DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE
6.1 INTRODUCTION
FIGURE 34 CLOUD SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
TABLE 18 DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
TABLE 19 DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
TABLE 20 DATA CENTER GPU MARKET, 2019–2022 (THOUSAND UNITS)
TABLE 21 DATA CENTER GPU MARKET, 2023–2028 (THOUSAND UNITS)
6.2 CLOUD
6.2.1 INCREASING AWARENESS OF BENEFITS OF CLOUD-BASED SOLUTIONS TO DRIVE SEGMENTAL GROWTH
TABLE 22 CLOUD: DATA CENTER GPU MARKET, BY FUNCTION, 2019–2022 (USD MILLION)
TABLE 23 CLOUD: DATA CENTER GPU MARKET, BY FUNCTION, 2023–2028 (USD MILLION)
TABLE 24 CLOUD: DATA CENTER GPU MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 25 CLOUD: DATA CENTER GPU MARKET, BY REGION, 2023–2028 (USD MILLION)
6.3 ON-PREMISES
6.3.1 RISING INVESTMENTS IN ON-PREMISES DEPLOYMENTS FOR NLP AND ML TOOLS TO DRIVE SEGMENTAL GROWTH
TABLE 26 ON-PREMISES: DATA CENTER GPU MARKET, BY FUNCTION, 2019–2022 (USD MILLION)
TABLE 27 ON-PREMISES: DATA CENTER GPU MARKET, BY FUNCTION, 2023–2028 (USD MILLION)
TABLE 28 ON-PREMISES: DATA CENTER GPU MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 29 ON-PREMISES: DATA CENTER GPU MARKET, BY REGION, 2023–2028 (USD MILLION)
7 DATA CENTER GPU MARKET, BY FUNCTION
7.1 INTRODUCTION
FIGURE 35 TRAINING SEGMENT TO DOMINATE MARKET DURING FORECAST PERIOD
TABLE 30 DATA CENTER GPU MARKET, BY FUNCTION, 2019–2022 (USD MILLION)
TABLE 31 DATA CENTER GPU MARKET, BY FUNCTION, 2023–2028 (USD MILLION
7.2 TRAINING
7.2.1 NEED TO REDUCE TRAINING TIME FOR SMALL DATASETS TO ACCELERATE ADOPTION OF GPUS
TABLE 32 TRAINING: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
TABLE 33 TRAINING: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
7.3 INFERENCE
7.3.1 ABILITY TO PERFORM MULTIPLE COMPUTATIONS SIMULTANEOUSLY TO BOOST ADOPTION OF GPUS FOR INFERENCE APPLICATIONS
TABLE 34 INFERENCE: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
TABLE 35 INFERENCE: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
8 DATA CENTER GPU MARKET, BY END USER
8.1 INTRODUCTION
FIGURE 36 ENTERPRISES SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD
TABLE 36 DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 37 DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
8.2 CLOUD SERVICE PROVIDERS
8.2.1 RISING USE OF DATA CENTER GPUS FOR AI AND MACHINE LEARNING APPLICATIONS TO CONTRIBUTE TO MARKET GROWTH
TABLE 38 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 39 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET, BY REGION, 2023–2028 (USD MILLION)
TABLE 40 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN NORTH AMERICA, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 41 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN NORTH AMERICA, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 42 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN EUROPE, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 43 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN EUROPE, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 44 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN ASIA PACIFIC, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 45 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN ASIA PACIFIC, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 46 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN ROW, BY REGION, 2019–2022 (USD MILLION)
TABLE 47 CLOUD SERVICE PROVIDERS: DATA CENTER GPU MARKET IN ROW, BY REGION, 2023–2028 (USD MILLION)
8.3 ENTERPRISES
8.3.1 HEALTHCARE
8.3.1.1 Growing use of machine learning (ML) and deep learning (DL) models in medical field to propel market
8.3.2 BFSI
8.3.2.1 Increased use of GPUs by BFSI enterprises to design investment strategies to drive market
8.3.3 AUTOMOTIVE
8.3.3.1 Rising popularity of autonomous cars to fuel adoption of GPUs
8.3.4 RETAIL & E-COMMERCE
8.3.4.1 Rising need to handle massive amounts of retail and e-commerce data to accelerate adoption of GPUs
8.3.5 MEDIA & ENTERTAINMENT
8.3.5.1 Increasing use of AI for content creation and recommendation to drive market
8.3.6 OTHERS
TABLE 48 ENTERPRISES: DATA CENTER GPU MARKET, BY TYPE, 2019–2022 (USD MILLION)
TABLE 49 ENTERPRISES: DATA CENTER GPU MARKET, BY TYPE, 2023–2028 (USD MILLION)
TABLE 50 ENTERPRISES: DATA CENTER GPU MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 51 ENTERPRISES: DATA CENTER GPU MARKET, BY REGION, 2023–2028 (USD MILLION)
TABLE 52 ENTERPRISES: DATA CENTER GPU MARKET IN NORTH AMERICA, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 53 ENTERPRISES: DATA CENTER GPU MARKET IN NORTH AMERICA, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 54 ENTERPRISES: DATA CENTER GPU MARKET IN EUROPE, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 55 ENTERPRISES: DATA CENTER GPU MARKET IN EUROPE, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 56 ENTERPRISES: DATA CENTER GPU MARKET IN ASIA PACIFIC, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 57 ENTERPRISES: DATA CENTER GPU MARKET IN ASIA PACIFIC, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 58 ENTERPRISES: DATA CENTER GPU MARKET IN ROW, BY REGION, 2019–2022 (USD MILLION)
TABLE 59 ENTERPRISES: DATA CENTER GPU MARKET IN ROW, BY REGION, 2023–2028 (USD MILLION)
8.4 GOVERNMENT ORGANIZATIONS
8.4.1 RISING ADOPTION OF AI BY GOVERNMENT ORGANIZATIONS TO TACKLE CYBERTERRORISM TO DRIVE MARKET
TABLE 60 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 61 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET, BY REGION, 2023–2028 (USD MILLION)
TABLE 62 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN NORTH AMERICA, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 63 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN NORTH AMERICA, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 64 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN EUROPE, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 65 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN EUROPE, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 66 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN ASIA PACIFIC, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 67 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN ASIA PACIFIC, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 68 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN ROW, BY REGION, 2019–2022 (USD MILLION)
TABLE 69 GOVERNMENT ORGANIZATIONS: DATA CENTER GPU MARKET IN ROW, BY REGION, 2023–2028 (USD MILLION)
9 DATA CENTER GPU MARKET, BY REGION
9.1 INTRODUCTION
FIGURE 37 DATA CENTER GPU MARKET, BY REGION
FIGURE 38 ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
TABLE 70 DATA CENTER GPU MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 71 DATA CENTER GPU MARKET, BY REGION, 2023–2028 (USD MILLION)
9.2 NORTH AMERICA
9.2.1 NORTH AMERICA: RECESSION IMPACT
FIGURE 39 NORTH AMERICA: DATA CENTER GPU MARKET SNAPSHOT
TABLE 72 NORTH AMERICA: DATA CENTER GPU MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 73 NORTH AMERICA: DATA CENTER GPU MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 74 NORTH AMERICA: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 75 NORTH AMERICA: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
TABLE 76 NORTH AMERICA: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
TABLE 77 NORTH AMERICA: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
9.2.2 US
9.2.2.1 Large-scale deployment of modular and co-location facilities to drive market
TABLE 78 US: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 79 US: DATA CENTER GPU MARKET, BY END USER 2023–2028 (USD MILLION)
9.2.3 CANADA
9.2.3.1 Pan-Canadian Artificial Intelligence Strategy to favor market growth
TABLE 80 CANADA: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 81 CANADA: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.2.4 MEXICO
9.2.4.1 Rising investments in data center-related business opportunities to drive market
TABLE 82 MEXICO: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 83 MEXICO: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.3 EUROPE
9.3.1 EUROPE: RECESSION IMPACT
FIGURE 40 EUROPE: DATA CENTER GPU MARKET SNAPSHOT
TABLE 84 EUROPE: DATA CENTER GPU MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 85 EUROPE: DATA CENTER GPU MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 86 EUROPE: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 87 EUROPE: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
TABLE 88 EUROPE: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
TABLE 89 EUROPE: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
9.3.2 UK
9.3.2.1 Increasing demand for AI-based solutions to create opportunities for market players
TABLE 90 UK: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 91 UK: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.3.3 GERMANY
9.3.3.1 Growing adoption of cloud computing and Industry 4.0 technologies to contribute to market growth
TABLE 92 GERMANY: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 93 GERMANY: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.3.4 FRANCE
9.3.4.1 Rising investment by venture capitalists in startups to develop AI ecosystem to foster market growth
TABLE 94 FRANCE: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 95 FRANCE: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.3.5 REST OF EUROPE
TABLE 96 REST OF EUROPE: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 97 REST OF EUROPE: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.4 ASIA PACIFIC
9.4.1 ASIA PACIFIC: RECESSION IMPACT
FIGURE 41 ASIA PACIFIC: DATA CENTER GPU MARKET SNAPSHOT
TABLE 98 ASIA PACIFIC: DATA CENTER GPU MARKET, BY COUNTRY, 2019–2022 (USD MILLION)
TABLE 99 ASIA PACIFIC: DATA CENTER GPU MARKET, BY COUNTRY, 2023–2028 (USD MILLION)
TABLE 100 ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 101 ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
TABLE 102 ASIA PACIFIC: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
TABLE 103 ASIA PACIFIC: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
9.4.2 CHINA
9.4.2.1 Increasing adoption of GPUs in manufacturing, automotive, and healthcare verticals to support market growth
TABLE 104 CHINA: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 105 CHINA: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.4.3 JAPAN
9.4.3.1 Increasing use cases of AI across numerous applications to create conducive environment for market growth
TABLE 106 JAPAN: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 107 JAPAN: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.4.4 INDIA
9.4.4.1 Increasing number of AI startups to accelerate market growth
TABLE 108 INDIA: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 109 INDIA: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.4.5 SOUTH KOREA
9.4.5.1 Rising emphasis on enhancing AI infrastructure to boost adoption of GPUs
TABLE 110 SOUTH KOREA: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 111 SOUTH KOREA: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.4.6 REST OF ASIA PACIFIC
TABLE 112 REST OF ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 113 REST OF ASIA PACIFIC: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.5 ROW
9.5.1 ROW: RECESSION IMPACT
FIGURE 42 ROW: DATA CENTER GPU MARKET SNAPSHOT
TABLE 114 ROW: DATA CENTER GPU MARKET, BY REGION, 2019–2022 (USD MILLION)
TABLE 115 ROW: DATA CENTER GPU MARKET, BY REGION, 2023–2028 (USD MILLION)
TABLE 116 ROW: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 117 ROW: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
TABLE 118 ROW: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2019–2022 (USD MILLION)
TABLE 119 ROW: DATA CENTER GPU MARKET, BY DEPLOYMENT TYPE, 2023–2028 (USD MILLION)
9.5.2 SOUTH AMERICA
9.5.2.1 Expanding computing services market to create opportunities for market players
TABLE 120 SOUTH AMERICA: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 121 SOUTH AMERICA: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
9.5.3 MIDDLE EAST & AFRICA
9.5.3.1 Rise in smart mobile data traffic to drive market
TABLE 122 MIDDLE EAST & AFRICA: DATA CENTER GPU MARKET, BY END USER, 2019–2022 (USD MILLION)
TABLE 123 MIDDLE EAST & AFRICA: DATA CENTER GPU MARKET, BY END USER, 2023–2028 (USD MILLION)
10 COMPETITIVE LANDSCAPE
10.1 INTRODUCTION
10.1.1 OVERVIEW OF KEY GROWTH STRATEGIES ADOPTED BY MAJOR COMPANIES
TABLE 124 OVERVIEW OF KEY GROWTH STRATEGIES ADOPTED BY MAJOR COMPANIES
10.2 DATA CENTER GPU MARKET: REVENUE ANALYSIS
FIGURE 43 THREE-YEAR REVENUE ANALYSIS OF TOP THREE PLAYERS IN DATA CENTER GPU MARKET
10.3 MARKET SHARE ANALYSIS, 2022
TABLE 125 DATA CENTER GPU MARKET: DEGREE OF COMPETITION
FIGURE 44 MARKET SHARE ANALYSIS, 2022
10.4 COMPANY EVALUATION MATRIX
10.4.1 STARS
10.4.2 EMERGING LEADERS
10.4.3 PERVASIVE PLAYERS
10.4.4 PARTICIPANTS
FIGURE 45 DATA CENTER GPU MARKET: COMPANY EVALUATION MATRIX, 2022
10.4.5 COMPANY FOOTPRINT
TABLE 126 OVERALL COMPANY FOOTPRINT
TABLE 127 FUNCTION: COMPANY FOOTPRINT
TABLE 128 END USER: COMPANY FOOTPRINT
TABLE 129 REGION: COMPANY FOOTPRINT
10.5 STARTUPS/SMALL AND MEDIUM-SIZED ENTERPRISES (SMES) EVALUATION MATRIX
10.5.1 PROGRESSIVE COMPANIES
10.5.2 RESPONSIVE COMPANIES
10.5.3 DYNAMIC COMPANIES
10.5.4 STARTING BLOCKS
FIGURE 46 DATA CENTER GPU MARKET: STARTUPS/SMES EVALUATION MATRIX, 2022
10.5.5 COMPETITIVE BENCHMARKING
TABLE 130 STARTUPS/SMES MATRIX: DETAILED LIST OF KEY STARTUPS/SMES
TABLE 131 DATA CENTER GPU MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
10.6 COMPETITIVE SCENARIOS AND TRENDS
10.6.1 DATA CENTER GPU MARKET: PRODUCT LAUNCHES, JANUARY 2019–AUGUST 2022
TABLE 132 DATA CENTER GPU MARKET: PRODUCT LAUNCHES, JANUARY 2019–SEPTEMBER 2023
10.6.2 DEALS
TABLE 133 DATA CENTER GPU MARKET: DEALS, MAY 2021–SEPTEMBER 2023
10.6.3 OTHERS
TABLE 134 DATA CENTER GPU MARKET: OTHERS, JUNE 2022–JULY 2023
11 COMPANY PROFILES
11.1 INTRODUCTION
11.2 KEY PLAYERS
(Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View)*
11.2.1 NVIDIA CORPORATION
TABLE 135 NVIDIA CORPORATION: COMPANY OVERVIEW
FIGURE 47 NVIDIA CORPORATION: COMPANY SNAPSHOT
TABLE 136 NVIDIA CORPORATION: PRODUCT/SOLUTIONS/SERVICES OFFERED
TABLE 137 NVIDIA CORPORATION: PRODUCT LAUNCHES
TABLE 138 NVIDIA CORPORATION: DEALS
11.2.2 ADVANCED MICRO DEVICES, INC.
TABLE 139 ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW
FIGURE 48 ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT
TABLE 140 ADVANCED MICRO DEVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 141 ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES
TABLE 142 ADVANCED MICRO DEVICES, INC.: DEALS
TABLE 143 ADVANCED MICRO DEVICES, INC.: OTHERS
11.2.3 INTEL CORPORATION
TABLE 144 INTEL CORPORATION: COMPANY OVERVIEW
FIGURE 49 INTEL CORPORATION: COMPANY SNAPSHOT
TABLE 145 INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 146 INTEL CORPORATION: PRODUCT LAUNCHES
TABLE 147 INTEL CORPORATION: DEALS
TABLE 148 INTEL CORPORATION: OTHERS
11.2.4 MICRON TECHNOLOGY, INC.
TABLE 149 MICRON TECHNOLOGY, INC.: COMPANY OVERVIEW
FIGURE 50 MICRON TECHNOLOGY, INC.: COMPANY SNAPSHOT
TABLE 150 MICRON TECHNOLOGY, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 151 MICRON TECHNOLOGY, INC.: PRODUCT LAUNCHES
TABLE 152 MICRON TECHNOLOGY, INC.: DEALS
11.2.5 IBM CORPORATION
TABLE 153 IBM CORPORATION: COMPANY OVERVIEW
FIGURE 51 IBM CORPORATION: COMPANY SNAPSHOT
TABLE 154 IBM CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 155 IBM CORPORATION: PRODUCT LAUNCHES
TABLE 156 IBM CORPORATION: DEALS
11.2.6 QUALCOMM TECHNOLOGIES, INC.
TABLE 157 QUALCOMM TECHNOLOGIES, INC.: COMPANY OVERVIEW
FIGURE 52 QUALCOMM TECHNOLOGIES, INC.: COMPANY SNAPSHOT
11.2.7 SAMSUNG ELECTRONICS CO., LTD.
TABLE 158 SAMSUNG ELECTRONICS CO., LTD.: COMPANY OVERVIEW
FIGURE 53 SAMSUNG ELECTRONICS CO., LTD.: COMPANY SNAPSHOT
TABLE 159 SAMSUNG ELECTRONICS CO., LTD.: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 160 SAMSUNG ELECTRONICS CO., LTD.: PRODUCT LAUNCHES
TABLE 161 SAMSUNG ELECTRONICS CO., LTD.: DEALS
11.2.8 GOOGLE
TABLE 162 GOOGLE: COMPANY OVERVIEW
FIGURE 54 GOOGLE: COMPANY SNAPSHOT
TABLE 163 GOOGLE: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 164 GOOGLE: PRODUCT LAUNCHES
TABLE 165 GOOGLE: DEALS
11.2.9 MICROSOFT
TABLE 166 MICROSOFT: COMPANY OVERVIEW
FIGURE 55 MICROSOFT: COMPANY SNAPSHOT
TABLE 167 MICROSOFT: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 168 MICROSOFT: PRODUCT LAUNCHES
TABLE 169 MICROSOFT: DEALS
11.2.10 IMAGINATION TECHNOLOGIES
TABLE 170 IMAGINATION TECHNOLOGIES: COMPANY OVERVIEW
TABLE 171 IMAGINATION TECHNOLOGIES: PRODUCTS/SOLUTIONS/SERVICES OFFERED
TABLE 172 IMAGINATION TECHNOLOGIES: PRODUCT LAUNCHES
TABLE 173 IMAGINATION TECHNOLOGIES: DEALS
TABLE 174 IMAGINATION TECHNOLOGIES: OTHERS
*Details on Business Overview, Products/Solutions/Services offered, Recent Developments, MnM View might not be captured in case of unlisted companies.
11.3 OTHER PLAYERS
11.3.1 GRAPHCORE
11.3.2 HUAWEI TECHNOLOGIES CO., LTD.
11.3.3 ARM LIMITED
11.3.4 ADVANTECH CO., LTD.
11.3.5 GIGABYTE TECHNOLOGY CO., LTD.
11.3.6 APPLE INC.
11.3.7 ZOTAC
12 APPENDIX
12.1 DISCUSSION GUIDE
12.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
12.3 CUSTOMIZATION OPTIONS
12.4 RELATED REPORTS
12.5 AUTHOR DETAILS
