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    Data Center Accelerator Market

    ID: MRFR/SEM/22992-HCR
    128 Pages
    Aarti Dhapte
    October 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 Infographic

    Data Center Accelerator Market Summary

    As per MRFR analysis, the Data Center Accelerator Market Size was estimated at 85.37 USD Billion in 2024. The Data Center Accelerator industry is projected to grow from 109.8 USD Billion in 2025 to 1360.53 USD Billion by 2035, exhibiting a compound annual growth rate (CAGR) of 28.62 during the forecast period 2025 - 2035.

    Key Market Trends & Highlights

    The Data Center Accelerator Market is experiencing robust growth driven by technological advancements and increasing demand for high-performance computing.

    • The rise of AI and machine learning is significantly influencing the demand for data center accelerators, particularly in North America.
    • Cloud-based solutions are becoming increasingly prevalent, with Asia-Pacific emerging as the fastest-growing region in this sector.
    • Graphics Processing Units remain the largest segment, while Tensor Processing Units are rapidly gaining traction due to their efficiency in specialized tasks.
    • Key market drivers include the increased demand for high-performance computing and the expansion of edge computing, which are shaping the future landscape of the market.

    Market Size & Forecast

    2024 Market Size 85.37 (USD Billion)
    2035 Market Size 1360.53 (USD Billion)
    CAGR (2025 - 2035) 28.62%

    Major Players

    NVIDIA (US), AMD (US), Intel (US), Google (US), Amazon (US), Microsoft (US), IBM (US), Alibaba (CN), Huawei (CN)

    Data Center Accelerator Market Trends

    The Data Center Accelerator Market is currently experiencing a transformative phase, driven by the increasing demand for enhanced computational power and efficiency. Organizations are increasingly adopting accelerators to optimize workloads, particularly in artificial intelligence, machine learning, and data analytics. This shift appears to be fueled by the need for faster processing capabilities and the ability to handle large datasets effectively. As a result, various sectors, including finance, healthcare, and telecommunications, are integrating these technologies to improve operational efficiency and reduce latency. Furthermore, the growing trend towards cloud computing and virtualization is likely to bolster the adoption of accelerators, as businesses seek to leverage scalable solutions that can adapt to their evolving needs. In addition, the competitive landscape of the Data Center Accelerator Market is evolving, with numerous players striving to innovate and differentiate their offerings. Companies are investing in research and development to create specialized accelerators that cater to specific applications, thereby enhancing performance and energy efficiency. Partnerships and collaborations among technology providers are also becoming more prevalent, as organizations aim to combine their expertise to deliver comprehensive solutions. This collaborative approach may lead to the emergence of new business models and service offerings, further shaping the market dynamics in the coming years.

    Rise of AI and Machine Learning

    The increasing integration of artificial intelligence and machine learning technologies is driving demand for specialized accelerators. These tools enhance processing capabilities, enabling organizations to analyze vast amounts of data more efficiently.

    Shift Towards Cloud-Based Solutions

    As businesses increasingly migrate to cloud environments, the need for scalable and efficient data processing solutions grows. Data center accelerators are becoming essential in optimizing cloud workloads and improving service delivery.

    Focus on Energy Efficiency

    With rising energy costs and environmental concerns, there is a growing emphasis on energy-efficient accelerators. Companies are seeking solutions that not only enhance performance but also minimize energy consumption.

    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

    Emergence of 5G Technology

    The Data Center Accelerator Market is poised for growth with the emergence of 5G technology. The rollout of 5G networks is expected to revolutionize data transmission speeds and connectivity, leading to an increased demand for accelerators that can handle the resulting data influx. Industries such as automotive, healthcare, and entertainment are likely to benefit from enhanced data processing capabilities enabled by 5G. The global 5G market is projected to reach over 700 billion dollars by 2026, which will likely drive investments in data center infrastructure, including accelerators. This technological advancement is anticipated to significantly impact the Data Center Accelerator Market.

    Expansion of Edge Computing

    The Data Center Accelerator Market is witnessing a notable expansion due to the rise of edge computing. As businesses seek to process data closer to the source, the demand for accelerators that can efficiently handle localized data processing is increasing. This trend is particularly evident in industries such as telecommunications and IoT, where low latency and real-time processing are critical. The edge computing market is expected to grow at a robust pace, with projections indicating a potential market size exceeding 15 billion dollars by 2026. This shift necessitates the integration of accelerators within edge data centers, thereby driving growth in the Data Center Accelerator Market.

    Growing Focus on Data Security

    The Data Center Accelerator Market is also shaped by a growing focus on data security. As cyber threats become more sophisticated, organizations are prioritizing the implementation of robust security measures within their data centers. Accelerators that enhance encryption and data protection processes are increasingly sought after. The Data Center Accelerator is projected to exceed 300 billion dollars by 2024, indicating a strong demand for solutions that can safeguard sensitive information. Consequently, data center operators are investing in accelerators that not only improve performance but also bolster security, thereby influencing the trajectory of the Data Center Accelerator Market.

    Advancements in AI and Machine Learning

    The Data Center Accelerator Market is significantly influenced by advancements in artificial intelligence (AI) and machine learning (ML). As organizations adopt AI-driven solutions, the need for specialized accelerators that can efficiently process complex algorithms becomes increasingly apparent. The AI market is anticipated to reach over 300 billion dollars by 2026, with a substantial portion of this growth attributed to the demand for data center accelerators. These technologies enable faster training and inference of AI models, which is essential for applications ranging from natural language processing to computer vision. Thus, the integration of AI and ML capabilities within data centers is likely to propel the Data Center Accelerator Market.

    Increased Demand for High-Performance Computing

    The Data Center Accelerator Market experiences heightened demand for high-performance computing (HPC) solutions. As organizations increasingly rely on data-intensive applications, the need for accelerators that enhance processing capabilities becomes paramount. The market for HPC is projected to grow significantly, with estimates suggesting a compound annual growth rate of over 10 percent in the coming years. This growth is driven by sectors such as finance, healthcare, and scientific research, which require rapid data processing and analysis. Consequently, data center operators are investing in advanced accelerator technologies to meet these demands, thereby propelling the Data Center Accelerator Market forward.

    Market Segment Insights

    By Type: Graphics Processing Units (Largest) vs. Tensor Processing Units (Fastest-Growing)

    The Data Center Accelerator Market demonstrates clear segmentation between various types, with Graphics Processing Units (GPUs) leading the market. As the primary choice for high-performance computing tasks, GPUs hold a significant share due to their parallel processing capabilities, making them ideal for machine learning and data analytics applications. Following GPUs are Tensor Processing Units (TPUs), which are gaining traction for their efficiency in specific machine learning tasks, showing rapid adoption among tech companies seeking optimization in neural network processing. Growth trends within this segment highlight an increasing demand for customized hardware solutions, primarily driven by advancements in AI and data-intensive applications. Field Programmable Gate Arrays (FPGAs) are also experiencing growth as they offer flexibility and reconfigurability for specialized tasks. Meanwhile, Application Specific Integrated Circuits (ASICs) are witnessing stable demand, particularly in cryptocurrency mining and specific algorithm implementations, therefore representing a diverse landscape of performance and application needs in the data center accelerator realm.

    GPUs (Dominant) vs. ASICs (Emerging)

    Graphics Processing Units (GPUs) remain the dominant force within the Data Center Accelerator Market, favored for their exceptional capability to handle complex computations efficiently. Their versatility in supporting a range of applications—from gaming to deep learning—fosters an expansive user base. In contrast, Application Specific Integrated Circuits (ASICs) are emerging as a vital player, particularly in niches like blockchain technology and specific computational tasks where energy efficiency is critical. While ASICs deliver unparalleled performance for specific applications, they lack the flexibility GPUs offer, making each solution a fit for differing operational needs within data centers.

    By Application: Artificial Intelligence (Largest) vs. Deep Learning (Fastest-Growing)

    The Data Center Accelerator Market is prominently shaped by its application segments, with Artificial Intelligence (AI) commanding a substantial share. This segment benefits from an extensive integration across various industries, driving consistent demand for powerful data-centric solutions. Following AI, High-Performance Computing (HPC) and Machine Learning (ML) also hold important positions, contributing to a diverse application landscape that enhances overall market growth.

    AI (Dominant) vs. DL (Emerging)

    Artificial Intelligence (AI) remains the dominant force in the Data Center Accelerator Market due to its widespread adoption in sectors such as finance, healthcare, and automotive. Its capacity for complex data processing and intelligent decision-making solidifies its position. In contrast, Deep Learning (DL) is recognized as an emerging segment, rapidly gaining traction thanks to advancements in neural networks and data processing technologies. While AI is primarily focused on replicating human intelligence, DL takes this further by enabling systems to learn and improve from vast amounts of data autonomously, heralding a new era of innovation.

    By Form Factor: Add-in Cards (Largest) vs. PCIe Cards (Fastest-Growing)

    In the Data Center Accelerator Market, the form factor segment is characterized by a diverse set of values, among which Add-in Cards and PCIe Cards play significant roles. Add-in Cards hold the largest market share due to their established presence and versatility across various applications within data centers. Meanwhile, PCIe Cards are rapidly gaining traction, driven by their enhanced performance capabilities and compatibility with modern server architectures, which are pivotal in meeting the increasing data processing demands.

    Add-in Cards (Dominant) vs. PCIe Cards (Emerging)

    Add-in Cards have emerged as the dominant form factor in the Data Center Accelerator Market, thanks to their flexibility and ease of integration into existing systems. They are widely utilized across various applications, offering significant performance improvements. On the other hand, PCIe Cards are regarded as an emerging segment, favored for their superior speed and efficiency. Their ability to support high-bandwidth applications makes them particularly appealing to data centers aiming for optimization and scalability. As data traffic continues to increase, the trend favors PCIe Cards, which offer advanced capabilities that align with evolving technological demands.

    By Interface: PCI Express (Largest) vs. NVLink (Fastest-Growing)

    In the Data Center Accelerator Market, the interface segment is primarily dominated by PCI Express, which holds the largest market share due to its established presence and broad compatibility across various hardware components. NVLink, while smaller in market share, is rapidly gaining traction as it enables high bandwidth and low-latency connections between GPUs, appealing to environments requiring enhanced performance and scalability. As a result, competitive dynamics are firmly in favor of PCI Express as it continues to satisfy mainstream data center demands, while NVLink attracts niche markets focused on advanced computational tasks.

    Interface: PCI Express (Dominant) vs. NVLink (Emerging)

    PCI Express stands out as the dominant player in the Data Center Accelerator Market, providing a flexible and high-speed interface that caters to a wide array of devices within data centers. Its versatility makes it suitable for various applications, including graphics processing and storage solutions. In contrast, NVLink is emerging as a significant competitor, particularly in high-performance computing (HPC) and AI workloads. NVLink's architecture allows for faster communication between GPUs, which is critical for tasks that require massive parallel processing. The adoption of NVLink is expected to grow sharply, driven by the increasing demands for advanced data processing and machine learning capabilities in data centers.

    Get more detailed insights about Data Center Accelerator Market

    Regional Insights

    North America : Innovation and Leadership Hub

    North America is the largest market for data center accelerators, holding approximately 45% of the global market share. The region's growth is driven by the increasing demand for cloud computing, AI applications, and big data analytics. Regulatory support for technology innovation and investment in infrastructure further catalyze market expansion. The U.S. government’s initiatives to enhance digital infrastructure play a crucial role in this growth. The competitive landscape is dominated by key players such as NVIDIA, Intel, and Google, which are at the forefront of technological advancements. The presence of major tech companies and startups fosters a vibrant ecosystem for innovation. Additionally, the region benefits from a skilled workforce and significant R&D investments, ensuring its leadership in the data center accelerator market.

    Europe : Emerging Market with Potential

    Europe is witnessing a significant rise in the data center accelerator market, currently holding about 30% of the global share. The growth is fueled by increasing digitalization, the rise of remote work, and stringent regulations promoting energy efficiency. The European Union's Green Deal and Digital Strategy are pivotal in shaping the market landscape, encouraging investments in sustainable technologies and infrastructure. Leading countries such as Germany, the UK, and France are at the forefront of this growth, with numerous data center projects underway. The competitive landscape includes major players like IBM and AMD, alongside emerging local firms. The region's focus on sustainability and innovation positions it as a key player in the global market, attracting investments and fostering technological advancements.

    Asia-Pacific : Rapid Growth and Expansion

    Asia-Pacific is rapidly emerging as a significant player in the data center accelerator market, accounting for approximately 20% of the global market share. The region's growth is driven by the increasing adoption of cloud services, IoT, and AI technologies. Countries like China and India are investing heavily in digital infrastructure, supported by government initiatives aimed at enhancing technological capabilities and connectivity. China leads the market with major players like Alibaba and Huawei, while India is witnessing a surge in data center investments from both domestic and international firms. The competitive landscape is characterized by a mix of established companies and startups, fostering innovation and collaboration. The region's diverse market dynamics and growing demand for data processing capabilities position it for continued growth in the coming years.

    Middle East and Africa : Emerging Power with Challenges

    The Middle East and Africa region is gradually developing its data center accelerator market, currently holding about 5% of the global share. The growth is primarily driven by increasing internet penetration, mobile connectivity, and investments in digital transformation. Governments in countries like the UAE and South Africa are implementing policies to enhance digital infrastructure, although challenges remain in terms of energy supply and regulatory frameworks. Leading countries such as the UAE and South Africa are making strides in establishing data centers, attracting investments from global players. The competitive landscape is evolving, with local firms partnering with international companies to enhance capabilities. Despite the challenges, the region's potential for growth is significant, driven by a young population and increasing demand for digital services.

    Key Players and Competitive Insights

    The Data Center Accelerator Market is currently characterized by intense competition and rapid technological advancements, driven by the increasing demand for high-performance computing and data processing capabilities. Major players such as NVIDIA (US), AMD (US), and Intel (US) are at the forefront, each adopting distinct strategies to enhance their market positioning. NVIDIA (US) continues to lead in GPU technology, focusing on AI and machine learning applications, while AMD (US) emphasizes its competitive pricing and performance in the CPU and GPU segments. Intel (US), on the other hand, is investing heavily in R&D to regain its technological edge, particularly in the realm of data center solutions. Collectively, these strategies contribute to a dynamic competitive environment, where innovation and performance are paramount.

    In terms of business tactics, companies are increasingly localizing manufacturing and optimizing supply chains to enhance efficiency and reduce costs. The market structure appears moderately fragmented, with several key players exerting substantial influence. This fragmentation allows for a variety of offerings, catering to diverse customer needs while fostering competition that drives innovation and technological advancements.

    In September 2025, NVIDIA (US) announced the launch of its latest GPU architecture, designed specifically for data centers, which promises to deliver unprecedented performance for AI workloads. This strategic move not only reinforces NVIDIA's leadership in the accelerator market but also positions it favorably against competitors by addressing the growing demand for AI-driven applications in data centers. The introduction of this architecture is likely to enhance NVIDIA's market share and solidify its reputation as a pioneer in high-performance computing.

    In August 2025, AMD (US) unveiled its new line of EPYC processors, which are tailored for cloud computing and enterprise data centers. This launch is significant as it highlights AMD's commitment to providing cost-effective yet powerful solutions, thereby appealing to a broader customer base. By focusing on energy efficiency and performance, AMD aims to capture a larger segment of the market, particularly among enterprises looking to optimize their data center operations.

    In July 2025, Intel (US) revealed its strategic partnership with a leading cloud service provider to co-develop next-generation data center solutions. This collaboration is indicative of Intel's shift towards enhancing its ecosystem through partnerships, which may facilitate faster innovation cycles and improved product offerings. Such alliances are crucial in a market where speed and adaptability are essential for maintaining competitive advantage.

    As of October 2025, the Data Center Accelerator Market is witnessing trends that emphasize digitalization, sustainability, and AI integration. Companies are increasingly forming strategic alliances to leverage complementary strengths, thereby enhancing their competitive positioning. The shift from price-based competition to a focus on innovation, technology, and supply chain reliability is becoming evident. Moving forward, differentiation will likely hinge on the ability to deliver cutting-edge solutions that meet the evolving demands 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 28.62% CAGR from 2024 to 2035, driven by increasing demand for high-performance computing and AI applications.

    New opportunities lie in:

    • Development of energy-efficient cooling solutions for accelerators.
    • Integration of AI-driven analytics for performance optimization.
    • Expansion into edge computing solutions to enhance data processing capabilities.

    By 2035, the market is expected to be robust, driven by technological advancements and increasing adoption.

    Market Segmentation

    Data Center Accelerator Market Type Outlook

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

    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

    Report Scope

    MARKET SIZE 202485.37(USD Billion)
    MARKET SIZE 2025109.8(USD Billion)
    MARKET SIZE 20351360.53(USD Billion)
    COMPOUND ANNUAL GROWTH RATE (CAGR)28.62% (2024 - 2035)
    REPORT COVERAGERevenue Forecast, Competitive Landscape, Growth Factors, and Trends
    BASE YEAR2024
    Market Forecast Period2025 - 2035
    Historical Data2019 - 2024
    Market Forecast UnitsUSD Billion
    Key Companies ProfiledMarket analysis in progress
    Segments CoveredMarket segmentation analysis in progress
    Key Market OpportunitiesIntegration of artificial intelligence in Data Center Accelerator Market enhances processing efficiency and resource optimization.
    Key Market DynamicsRising demand for high-performance computing drives innovation and competition in the Data Center Accelerator Market.
    Countries CoveredNorth America, Europe, APAC, South America, MEA

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    FAQs

    What is the current valuation of the Data Center Accelerator Market as of 2024?

    The Data Center Accelerator Market was valued at 85.37 USD Billion in 2024.

    What is the projected market size for the Data Center Accelerator Market in 2035?

    The market is projected to reach 1360.53 USD Billion by 2035.

    What is the expected CAGR for the Data Center Accelerator Market during the forecast period 2025 - 2035?

    The expected CAGR for the Data Center Accelerator Market during 2025 - 2035 is 28.62%.

    Which companies are considered key players in the Data Center Accelerator Market?

    Key players in the market include NVIDIA, AMD, Intel, Google, Amazon, Microsoft, IBM, Alibaba, and Huawei.

    What segment of the Data Center Accelerator Market had the highest valuation in 2024?

    In 2024, the Data Analytics segment had the highest valuation at 21.3 USD Billion.

    How much is the Graphics Processing Units (GPUs) segment projected to grow by 2035?

    The GPUs segment is projected to grow from 34.0 USD Billion in 2024 to 550.0 USD Billion by 2035.

    What is the valuation of the High-Performance Computing (HPC) application segment in 2024?

    The High-Performance Computing (HPC) application segment was valued at 20.0 USD Billion in 2024.

    Which form factor is expected to have the largest market share by 2035?

    The Rack-Mounted Servers form factor is expected to grow from 30.37 USD Billion in 2024 to 480.53 USD Billion by 2035.

    What is the projected valuation for the PCI Express interface segment by 2035?

    The PCI Express interface segment is projected to reach 480.0 USD Billion by 2035.

    How does the market for Tensor Processing Units (TPUs) compare to that of Application Specific Integrated Circuits (ASICs) in 2024?

    In 2024, the TPUs segment was valued at 15.0 USD Billion, while the ASICs segment was valued at 16.37 USD Billion.

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