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    Data Center Accelerator Market

    ID: MRFR/SEM/22992-HCR
    128 Pages
    Aarti Dhapte
    September 2025

    Data Center Accelerator Market Research Report By Accelerator Type (Graphics Processing Units (GPUs), Field Programmable Gate Arrays (FPGAs), Tensor Processing Units (TPUs), Application Specific Integrated Circuits (ASICs)), By Application (Artificial Intelligence (AI), Machine Learning (ML), Deep Learning (DL), High-Performance Computing (HPC), Data Analytics), By Form Factor (Add-in Cards, PCIe Cards, Blade Servers, Rack-Mounted Servers), By Interface (PCI Express, NVLink, Infinity Fabric, Compute Express Link (CXL)) and By Regional (North...

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    Data Center Accelerator Market Research Report- Forecast Till 2032 Infographic
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    Data Center Accelerator Market Summary

    The Global Data Center Accelerator Market is projected to grow from 85.4 USD Billion in 2024 to 797.0 USD Billion by 2035.

    Key Market Trends & Highlights

    Data Center Accelerator Key Trends and Highlights

    • The market is expected to experience a compound annual growth rate (CAGR) of 22.52% from 2025 to 2035.
    • By 2035, the market valuation is anticipated to reach 797.0 USD Billion, indicating substantial growth potential.
    • In 2024, the market is valued at 85.4 USD Billion, reflecting the increasing demand for data processing capabilities.
    • Growing adoption of cloud computing due to the need for enhanced performance is a major market driver.

    Market Size & Forecast

    2024 Market Size 85.4 (USD Billion)
    2035 Market Size 797.0 (USD Billion)
    CAGR (2025-2035) 22.52%

    Major Players

    NVIDIA, Intel Corporation, Huawei Technologies, Qualcomm, Xilinx, Mellanox Technologies, AMD, Hewlett Packard Enterprise (HPE), Dell Technologies, Ciena Corporation, IBM, Cisco Systems, Broadcom, Marvell

    Data Center Accelerator Market Trends

    The rising demand for artificial intelligence (AI) and machine learning (ML) workloads is driving the growth of the data center accelerator market. These workloads require immense computational power, which traditional CPUs cannot efficiently provide. Data center accelerators, such as GPUs and FPGAs, offer superior performance for these applications, leading to their increased adoption.

    Another key driver is the surging growth of cloud computing and data analytics. Cloud providers and enterprises alike are leveraging data center accelerators to accelerate data processing and improve application performance. Moreover, the increasing adoption of edge computing is also contributing to the market growth, as accelerators are essential for enabling real-time data processing and decision-making at the edge.

    Recent trends in the data center accelerator market include the emergence of specialized accelerators optimized for specific workloads. For instance, AI-specific accelerators provide enhanced performance for AI/ML applications. Additionally, the integration of accelerators into server platforms is gaining traction, offering a more cost-effective and power-efficient solution.

    The increasing demand for high-performance computing and artificial intelligence applications is driving the evolution of data center accelerators, which are poised to enhance processing capabilities and energy efficiency in modern data centers.

    U.S. Department of Energy

    Data Center Accelerator Market Drivers

    Rising Demand for High-Performance Computing

    The Global Data Center Accelerator Market Industry experiences a notable surge in demand for high-performance computing solutions. As organizations increasingly rely on data-intensive applications, the need for efficient processing power becomes paramount. Accelerators, such as GPUs and TPUs, provide the necessary computational capabilities to handle complex workloads. This trend is reflected in the projected market value, which is expected to reach 85.4 USD Billion in 2024. The growing adoption of artificial intelligence and machine learning applications further propels this demand, indicating a robust growth trajectory for the industry.

    Market Segment Insights

    Data Center Accelerator Market Accelerator Type Insights

    The Data Center Accelerator Market is segmented by Accelerator Type into Graphics Processing Units, Field Programmable Gate Arrays, Tensor Processing Units, and Application Specific Integrated Circuits. Forecasts to 2028 In-depth research reports of the Data Center Accelerator Market have projected that in 2023, the GPU segment, as an accelerator type, accounted for over two-fifths of the market share. This is also projected to remain the case throughout the forecast period. GPUs are the most flexible accelerator type because they can be applied in the data centers of most industries.

    Also, AI and ML applications are gaining more prominence throughout the world, further proliferating the growth of the GPU segment. The growth of the FPGA segment is expected to increase as well. This is due to their deployment in specific applications that surround network acceleration, security, data analytics, and other processes that remain relevant to the data center’s roles and operations. The TPU segment is expected to have the highest growth rate because, over the forecast period, the implementation and development of deep learning applications are expected to continue expanding.

    Finally, the ASIC segment, the segment with the slowest growth rate, is expected to witness slow but stable growth. This is primarily because the data center is expected to generate more demand for specialized equipment and hardware in the coming decade.

    Source: Primary Research, Secondary Research, MRFR Database and Analyst Review

    Data Center Accelerator Market Application Insights

    By application, the Data Center Accelerator Market has been segmented into Artificial Intelligence, Machine Learning, Deep Learning, High-Performance Computing, and Data Analytics. The AI and ML application segments are expected to dominate the market over the forecast period. This is due to the increasing adoption of these technologies across various industries, such as healthcare, retail, and manufacturing. In addition, the growing need for real-time data processing and analytics is fuelling the demand for AI and ML solutions.

    The growing adoption of AI and ML in the HPC application segment is also expected to drive the market over the next few years. The data analytics segment is also expected to register significant growth due to the increasing demand for faster and more efficient data analytics capabilities.

    Data Center Accelerator Market Form Factor Insights

    The Data Center Accelerator Market segmentation by Form Factor includes Add-in Cards, PCIe Cards, Blade Servers, and Rack-Mounted Servers. Among these, Add-in Cards held the largest revenue share in 2023 and are projected to maintain their dominance throughout the forecast period. This growth is primarily attributed to their versatility and compatibility with various server platforms. PCIe Cards are anticipated to register a significant CAGR during the forecast period owing to their high bandwidth and low latency capabilities. Blade Servers are gaining popularity due to their compact size and energy efficiency, making them suitable for high-density computing environments.

    Rack-Mounted Servers are widely adopted in large-scale data centers, offering high scalability and performance.

    Data Center Accelerator Market Interface Insights

    The Interface segment plays a crucial role in the Data Center Accelerator Market. In 2023, the PCI Express interface held the largest market share, accounting for nearly 60% of the revenue. This dominance is attributed to its widespread adoption in various data center applications, including high-performance computing and artificial intelligence. However, emerging interfaces like NVLink, Infinity Fabric, and Compute Express Link (CXL) are gaining traction due to their superior performance and scalability. By 2032, the CXL interface is projected to witness the highest growth rate, owing to its ability to support high-bandwidth and low-latency connections between processors, memory, and accelerators.

    This growth is expected to drive the overall Interface segment to reach a valuation of USD 1.2 billion by 2032, representing a CAGR of 12.5% during the forecast period.

    Get more detailed insights about Data Center Accelerator Market Research Report- Forecast Till 2032

    Regional Insights

    The Data Center Accelerator Market is segmented by region and includes North America, Europe, APAC, South America, and MEA. The North American region is expected to hold the largest market share in 2023, owing to the presence of major data center operators and cloud service providers. The APAC region is expected to witness the highest growth rate during the forecast period due to the increasing demand for data center services in emerging economies such as China and India.

    The European region is expected to hold a significant market share, owing to the presence of a large number of data centers in countries such as Germany, the United Kingdom, and France.

    The South American region is expected to witness moderate growth due to the increasing demand for data center services in countries such as Brazil and Argentina. The MEA region is expected to witness the lowest growth rate due to the limited presence of data centers in this region.

    Data Center Accelerator Market Regional Insights

    Source: Primary Research, Secondary Research, MRFR Database and Analyst Review

    Key Players and Competitive Insights

    Key players in the industry are focusing on various strategies, including mergers and acquisitions, partnerships, and new product development. The leading Data Center Accelerator Market players are adopting innovative technologies to develop highly efficient and reliable solutions to improve their customer base. The market development is driven by the increasing demand for cloud computing, artificial intelligence, and machine learning applications, which require high-performance computing.

    Moreover, increasing investment in research and development by key market players is also one of the key factors influencing the Data Center Accelerator Market growth. The competitive landscape of the industry is expected to be highly competitive, dominated by the major players using a mix of technology capability, geographical reach, and aggressive marketing campaigns.

    NVIDIA is the major player in the Data Center Accelerator Market. The company offers a wide range of graphics processing units optimized for data center applications. NVIDIA’s GPUs are used for deep learning, artificial intelligence, and other applications that require high-performance computing. The company is also one of the largest players in the cloud computing market, with its GPUs being used by major cloud providers, such as Amazon Web Services, Microsoft Azure, Google Cloud Platform, and others. NVIDIA is also investing heavily in developing new technologies, such as its Tensor Core technology, which is designed to accelerate AI workloads.

    Intel Corporation is one of the major competitors, which offers a wide range of Xeon processors optimized for data center applications. Intel’s processors are used for high-performance computing, virtualization, and other enterprise applications. The company is also investing in new technologies such as Optane memory, which is designed to improve the performance of data-intensive applications.

    Key Companies in the Data Center Accelerator Market market include

    Industry Developments

    • Q2 2024: Nvidia launches next-generation Blackwell GPU for data centers Nvidia unveiled its Blackwell GPU architecture, designed to accelerate AI and data center workloads, with major cloud providers including Amazon, Google, and Microsoft announcing plans to deploy the new chips in their data centers.
    • Q2 2024: AMD announces Instinct MI300X accelerator for data centers AMD launched its Instinct MI300X accelerator, targeting high-performance computing and AI workloads in data centers, with several hyperscale customers already testing the new hardware.
    • Q2 2024: Intel opens new $3.5 billion data center chip facility in New Mexico Intel inaugurated a new advanced packaging facility in New Mexico to boost production of data center accelerators, supporting the growing demand for AI and cloud computing infrastructure.
    • Q2 2024: Groq raises $300 million to scale AI accelerator deployment in data centers AI hardware startup Groq secured $300 million in new funding to expand the deployment of its AI accelerators in data centers, aiming to compete with established players like Nvidia and AMD.
    • Q1 2024: Nvidia and Oracle expand partnership to deliver AI-optimized data center solutions Nvidia and Oracle announced an expanded partnership to integrate Nvidia's latest data center accelerators into Oracle Cloud Infrastructure, enhancing AI and machine learning capabilities for enterprise customers.
    • Q2 2024: Amazon Web Services unveils new Trainium2 AI accelerator chip AWS introduced Trainium2, its next-generation AI accelerator chip, designed to deliver higher performance and energy efficiency for training large AI models in AWS data centers.
    • Q1 2024: Microsoft announces $2.9 billion investment in Japan for new AI data center infrastructure Microsoft revealed a $2.9 billion investment to build new data centers in Japan, including the deployment of advanced AI accelerators to support cloud and enterprise customers.
    • Q2 2024: Intel and Ericsson partner to develop custom 5G data center accelerators Intel and Ericsson announced a strategic partnership to co-develop custom accelerators for 5G data centers, aiming to improve network performance and energy efficiency.
    • Q1 2024: Meta begins deployment of custom AI accelerator chips in global data centers Meta started rolling out its in-house designed AI accelerator chips across its global data centers, aiming to reduce reliance on third-party suppliers and optimize AI workloads.
    • Q2 2024: Tenstorrent secures $100 million to expand data center accelerator production AI chip startup Tenstorrent raised $100 million in a funding round to scale up manufacturing and deployment of its data center accelerators, targeting cloud and enterprise customers.
    • Q1 2024: Google Cloud launches Axion, its first custom ARM-based data center accelerator Google Cloud introduced Axion, its first custom ARM-based accelerator chip for data centers, designed to improve performance and efficiency for AI and cloud workloads.
    • Q2 2024: Nvidia and Dell Technologies announce collaboration on AI-optimized data center solutions Nvidia and Dell Technologies announced a collaboration to deliver integrated AI-optimized data center solutions, combining Nvidia's latest accelerators with Dell's server platforms.

    Future Outlook

    Data Center Accelerator Market Future Outlook

    The Data Center Accelerator Market is projected to grow at a 22.52% CAGR from 2024 to 2035, driven by increasing demand for high-performance computing and AI applications.

    New opportunities lie in:

    • Develop specialized accelerators for edge computing to enhance processing efficiency.
    • Invest in energy-efficient designs to reduce operational costs and meet sustainability goals.
    • Leverage partnerships with cloud service providers to expand market reach and service offerings.

    By 2035, the Data Center Accelerator Market is expected to be robust, reflecting substantial growth and innovation.

    Market Segmentation

    Data Center Accelerator Market Regional Outlook

    • North America
    • Europe
    • South America
    • Asia Pacific
    • Middle East and Africa

    Data Center Accelerator Market Interface Outlook

    • PCI Express
    • NVLink
    • Infinity Fabric
    • Compute Express Link (CXL)

    Data Center Accelerator Market Application Outlook

    • Artificial Intelligence (AI)
    • Machine Learning (ML)
    • Deep Learning (DL)
    • High-Performance Computing (HPC)
    • Data Analytics

    Data Center Accelerator Market Form Factor Outlook

    • Add-in Cards
    • PCIe Cards
    • Blade Servers
    • Rack-Mounted Servers

    Data Center Accelerator Market Accelerator Type Outlook

    • Graphics Processing Units (GPUs)
    • Field Programmable Gate Arrays (FPGAs)
    • Tensor Processing Units (TPUs)
    • Application Specific Integrated Circuits (ASICs)

    Report Scope

    Report Attribute/Metric Details
    Market Size 2023 62.76 (USD Billion)
    Market Size 2024 85.37 (USD Billion)
    Market Size 2032 374.76 (USD Billion)
    Compound Annual Growth Rate (CAGR) 28.6% (2024 - 2032)
    Report Coverage Revenue Forecast, Competitive Landscape, Growth Factors, and Trends
    Base Year 2023
    Market Forecast Period 2024 - 2032
    Historical Data 2019 - 2023
    Market Forecast Units USD Billion
    Key Companies Profiled Huawei Technologies, Qualcomm, Xilinx, Mellanox Technologies, AMD, Hewlett Packard Enterprise (HPE), Dell Technologies, Ciena Corporation, Intel, IBM, NVIDIA, Cisco Systems, Broadcom, Marvell
    Segments Covered Accelerator Type, Application, Form Factor, Interface, Regional
    Key Market Opportunities AIML acceleration HPC accelerationCloud gaming accelerationVideo processing accelerationCybersecurity acceleration
    Key Market Dynamics Increased cloud and edge computing adoptionRising demand for AI and ML applicationsGrowing need for improved data center efficiencySurge in data volumes and bandwidth requirementsAdvancements in chip and packaging technologies
    Countries Covered North America, Europe, APAC, South America, MEA

    FAQs

    What is the estimated market size of the Data Center Accelerator Market?

    The Data Center Accelerator Market is predicted to reach a valuation of 85.37 Billion USD by 2024 and is projected to grow exponentially to 374.76 Billion USD by 2032, reflecting a robust CAGR of approximately 28.6%.

    Which region is anticipated to dominate the Data Center Accelerator Market?

    North America is anticipated to maintain its dominance in the Data Center Accelerator Market, capturing a significant market share due to the region's well-established data center infrastructure, coupled with the increasing adoption of AI, ML, and other data-intensive technologies.

    What are the key factors driving the growth of the Data Center Accelerator Market?

    The escalating demand for hyperscale data centers and the proliferation of data-intensive applications, such as AI and ML, are primarily driving the growth of the Data Center Accelerator Market. Additionally, the growing emphasis on energy efficiency and the need to optimize data center performance are contributing to the market's expansion.

    Which applications are expected to contribute significantly to the Data Center Accelerator Market?

    The primary applications of data center accelerators include AI and ML, data analytics, and high-performance computing. These applications necessitate substantial computational power, which is effectively provided by data center accelerators, leading to their increasing adoption and driving market growth.

    Who are the prominent players in the Data Center Accelerator Market?

    The Data Center Accelerator Market is characterized by the presence of several key players, including NVIDIA, Intel, AMD, Xilinx, and Habana Labs. These companies offer a range of data center accelerator solutions tailored to meet the diverse needs of customers.

    What are the major trends shaping the Data Center Accelerator Market?

    The Data Center Accelerator Market is influenced by several emerging trends, such as the adoption of heterogeneous computing architectures, the integration of AI and ML algorithms into data center operations, and the growing emphasis on sustainable and energy-efficient data center solutions.

    What are the potential challenges faced by the Data Center Accelerator Market?

    The Data Center Accelerator Market may face certain challenges, including the high cost of deployment and maintenance, the need for specialized expertise to manage and operate data center accelerators, and the potential compatibility issues with existing data center infrastructure.

    What are the implications of the growing adoption of data center accelerators for the IT industry?

    The increasing adoption of data center accelerators is transforming the IT industry by enabling faster processing of complex data-intensive workloads, facilitating real-time insights, and empowering businesses to make data-driven decisions more efficiently.

    How can organizations leverage data center accelerators to enhance their operations?

    Organizations can harness the capabilities of data center accelerators to streamline data processing, optimize resource utilization, reduce operational costs, and gain a competitive advantage by delivering data-driven solutions.

    What are the future prospects for the Data Center Accelerator Market?

    The Data Center Accelerator Market is poised for continued growth in the years to come, driven by the increasing demand for data-intensive applications, the proliferation of AI and ML technologies, and the need for energy-efficient data center solutions.

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