The study involved four major activities in estimating the current size of the data center GPU market. Exhaustive secondary research was done to collect information on the market, peer, and parent markets. The next step was to validate these findings, assumptions, and sizing with industry experts across the value chain through primary research. Both top-down and bottom-up approaches were employed to estimate the complete market size. After that, market breakdown and data triangulation were used to estimate the market size of segments and subsegments.
Secondary Research
Various secondary sources have been referred to in the secondary research process to identify and collect important information for this study. The secondary sources include annual reports, press releases, and investor presentations of companies; white papers; journals and certified publications; and articles from recognized authors, websites, directories, and databases. Secondary research has been conducted to obtain critical information about the industry’s supply chain, the market’s value chain, the total pool of key players, market segmentation according to the industry trends (to the bottom-most level), regional markets, and key developments from market- and technology-oriented perspectives. The secondary data has been collected and analyzed to determine the overall market size, further validated by primary research.
Primary Research
Extensive primary research was conducted after gaining knowledge about the current scenario of the image sensor market through secondary research. Several primary interviews were conducted with experts from the demand and supply sides across four major regions: North America, Europe, the Asia Pacific, and the Rest of the World. This primary data was collected through questionnaires, emails, and telephonic interviews.
Note: Other designations include technology heads, media analysts, sales managers, marketing managers, and product managers.
Companies are classified into tiers based on their total revenues as of 2024?Tier 1: >USD 1 billion, Tier 2: USD 500 million–1 billion, and Tier 3: USD 500 million.
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Market Size Estimation
In the complete market engineering process, top-down and bottom-up approaches and several data triangulation methods have been used to estimate and forecast the overall market segments and subsegments listed in this report. Key players in the market have been identified through secondary research, and their market shares in the respective regions have been determined through primary and secondary research. This entire procedure includes the study of annual and financial reports of the top market players and extensive interviews for key insights (quantitative and qualitative) with industry experts (CEOs, VPs, directors, and marketing executives).
All percentage shares, splits, and breakdowns have been determined using secondary sources and verified through primary sources. All the parameters affecting the markets covered in this research study have been accounted for, viewed in detail, verified through primary research, and analyzed to obtain the final quantitative and qualitative data. This data has been consolidated and supplemented with detailed input and analysis from MarketsandMarkets and presented in this report. The following figure represents this study’s overall market size estimation process.
Bottom-Up Approach
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Identifying key participants that influence the entire market, along with the related component players
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Analyzing major manufacturers of data center GPUs, studying their portfolios, and understanding different types
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Analyzing trends pertaining to the use of data center GPUs in different kinds of industries
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Tracking the ongoing and upcoming developments in the market, such as investments, R&D activities, product/service launches, collaborations, and partnerships, and forecasting the market based on these developments and other critical parameters
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Carrying out multiple discussions with key opinion leaders to understand different types of data center GPU trends in the market, thereby analyzing the breakup of the scope of work carried out by major companies
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Arriving at the market estimates by analyzing the revenues of companies generated and then combining them to get the market estimate
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Segmenting the overall market into various other market segments
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Verifying and cross-checking the estimate at every level, from discussions with key opinion leaders such as CXOs, directors, and operations managers, and finally with the domain experts at MarketsandMarkets
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Studying various paid and unpaid sources of information, such as annual reports, press releases, white papers, and databases
Top-Down Approach
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Focusing initially on the top-line investments and expenditures being made in the ecosystem of the data center GPU market, splitting the key market areas based on type, function, end user, and region, and listing the key developments
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Identifying all leading players in the data center GPU market based on type, function, and end user through secondary research and fully verifying them through a brief discussion with Industry experts
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Analyzing revenues, product mix, geographic presence, and key applications served by all identified players to estimate and arrive at percentage splits for all key segments
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Discussing splits with industry experts to validate the information and identify key growth pockets across all key segments
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Breaking down the total market based on verified splits and key growth pockets across all segments
Data Center GPU Market : Top-Down and Bottom-Up Approach
Data Triangulation
After arriving at the overall market size using the market size estimation processes explained above, the market has been split into several segments and subsegments. Data triangulation and market breakdown procedures have been employed to complete the entire market engineering process and arrive at the exact statistics of each market segment and subsegment. The data has been triangulated by studying various factors and trends from the demand and supply sides in the data center GPU market.
Market Definition
A data center GPU is a specialized processor optimized for parallel processing in large-scale computing environments. It is used primarily to accelerate workloads such as artificial intelligence (AI) inference and training, high-performance computing (HPC), data analytics, and video processing in cloud and enterprise data centers.
Key Stakeholders
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Raw Material Suppliers
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Original Equipment Manufacturers (OEMs)
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Original Design Manufacturers (ODM) and Technology Solution Providers
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Research Institutes
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Data Center GPU Manufacturers
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Data Center GPU Forums, Alliances, and Associations
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Governments and Financial Institutions
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Analysts and Strategic Business Planners
Report Objectives
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To describe and forecast the data center GPU market by deployment, function, application, end user, and region.
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To forecast the data center GPU market by function in terms of volume
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To provide the market size estimation for North America, Europe, Asia Pacific, and the Rest of the World (RoW), along with their respective country-level market sizes, in terms of value
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To provide detailed information regarding drivers, restraints, opportunities, and challenges influencing market growth
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To provide a value chain analysis, ecosystem analysis, case study analysis, patent analysis, trade analysis, technology analysis, pricing analysis, key conferences and events, key stakeholders and buying criteria, Porter’s five forces analysis, investment and funding scenario, and regulations pertaining to the market.
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To strategically analyze micromarkets1 with regard to individual growth trends, prospects, and contributions to the total market
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To analyze opportunities for stakeholders by identifying high-growth segments of the market
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To strategically profile the key players, comprehensively analyze their market positions in terms of ranking and core competencies2, and provide a competitive market landscape
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To analyze strategic approaches, such as product launches, expansions, and partnerships, in the data center GPU market
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To analyze the impact of the macroeconomic outlook for each region
Customization Options:
With the given market data, MarketsandMarkets offers customizations according to the specific requirements of companies. The following customization options are available for the report:
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Detailed analysis and profiling of additional market players based on various blocks of the supply chain
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