Data Center Accelerator Market Size, Share & Growth Forecast by 2033

Research Methodology – Data Center Accelerator Market

At Straits Research, we adopt a rigorous 360° research approach that integrates both primary and secondary research methodologies. This ensures accuracy, reliability, and actionable insights for stakeholders. Our methodology for the Data Center Accelerator Market comprises the following key stages:

Market Indicator & Macro-Factor Analysis

Our baseline thesis for the Data Center Accelerator Market is developed by integrating key market indicators and macroeconomic variables. These include:

Factors considered while calculating market size and share

Number of data centers in the region or globally
Adoption rate of accelerator technologies such as GPUs, FPGAs, and AI accelerators
Market share of key players in the data center market
Type of industries using data center accelerator
Nature of technology: whether it is on-premise data center or cloud-based
Spending on emerging technologies like AI, VR, IoT
Hardware and software upgrade trends in data centers

Key Market Indicators

Global Data Center Market Size
Annual Sales of Data Center Accelerators
Growth Rate of Data Center Accelerator Industry
Market Share of Major Players in Data Center Accelerator Market
Investment in data center technologies
Number of New Entrants in the Market

Growth Trends

Use of Artificial Intelligence and Machine Learning in Data Centers
Adoption of Edge Computing in Data Centers
Increase in utilization of cloud services
Increased Demand for Real-Time Information to Drive the Demand for Accelerated Data Processing
Growing need for energy-efficient and high-density data centers
Increasing use of automation and AI to monitor data centers

Secondary Research

Our secondary research forms the foundation of market understanding and scope definition. We collect and analyze information from multiple reliable sources to map the overall ecosystem of the Data Center Accelerator Market. Key inputs include:

Company-Level Information

Annual reports, investor presentations, SEC filings
Company press releases and product launch announcements
Public executive interviews and earnings calls
Strategy briefings and M&A updates

Industry and Government Sources

Country-level industry associations and trade bodies
Government dossiers, policy frameworks, and official releases
Whitepapers, working papers, and public R&D initiatives
Relevant Associations for the Data Center Accelerator Market

Market Intelligence Sources

Broker reports and financial analyst coverage
Paid databases (Hoovers, Factiva, Refinitiv, Reuters, Statista, etc.)
Import/export trade data and tariff databases
Sector-specific journals, magazines, and news portals

Macro & Consumer Insights

Global macroeconomic indicators and their cascading effect on the industry
Demand–supply outlook and value chain analysis
Consumer behaviour, adoption rates, and commercialization trends

Primary Research

To validate and enrich our secondary findings, we conduct extensive primary research with industry stakeholders across the value chain. This ensures we capture both qualitative insights and quantitative validation. Our primary research includes:

Expert Insights & KOL Engagements

Key Opinion Leader (KOL) Engagements
Structured interviews with executives, product managers, and domain experts
Paid and barter-based interviews across manufacturers, distributors, and end-users

Focused Discussions & Panels

Discussions with stakeholders to validate demand-supply gaps
Group discussions on emerging technologies, regulatory shifts, and adoption barriers

Data Validation & Business POV

Cross-verification of market sizing and forecasts with industry insiders
Capturing business perspectives on growth opportunities and restraints

Data Triangulation & Forecasting

The final step of our research involves data triangulation ensuring accuracy through cross-verification of:

Demand-side analysis (consumption patterns, adoption trends, customer spending)
Supply-side analysis (production, capacity, distribution, and market availability)
Macroeconomic & microeconomic impact factors

Forecasting is carried out using proprietary models that combine: