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The Accelerator Card Market Size was valued at USD 13.50 Billion in 2023 and it is estimated to reach USD 208.37 Billion by 2032, growing at a CAGR of 35.57% during 2024-2032.
The accelerator cards market is experiencing substantial expansion due to the growing need for high-performance computing, artificial intelligence (AI), and data-heavy applications in different sectors. Accelerator cards are becoming crucial tools in helping organizations achieve faster data processing and more efficient computational capabilities as they strive for these objectives. The quick progress in AI and machine learning technologies is a key factor driving the accelerator card market. By 2032, the generative AI market is forecasted to achieve significant growth of USD 1.3 trillion, with a strong 42% CAGR, indicating a transformative period for AI and ML in 2024. 44% of executives are realizing the potential of generative AI, which organizations are increasingly recognizing as having the ability to revolutionize operational methodologies. Sectors like healthcare, finance, Machine learning, and telecommunications are utilizing these technologies to extract valuable information from large datasets. In healthcare, accelerator cards are utilized in fields such as medical imaging, genomics, and drug discovery, where processing intricate algorithms and large datasets efficiently is imperative. This feature doesn't just accelerate research and diagnostics but also allows for real-time data analysis, improving patient care and treatment results.
Accelerator cards are also widely used in the gaming industry as a significant application area. As high-definition gaming and virtual reality (VR) become more popular, gamers are looking for systems that can provide immersive experiences. In 2024, the gaming industry in the United States maintain its robust expansion, fueled by rising digital purchases and the prevalence of mobile gaming. Nearly 90% of total revenue comes from digital game sales, as gamers are showing a growing preference for downloadable content instead of physical copies. The popularity of mobile gaming has increased significantly, with in-game transactions expected to surpass USD 74 billion worldwide by 2025. Accelerator cards can enhance graphics performance by increasing frame rates and enhancing rendering quality. This has caused a higher need for specialized gaming accelerator cards designed for gamers, enhancing the user experience.
Market Dynamics
Drivers
Surging Demand for AI and HPC drives the market growth.
The rise in interest in Artificial Intelligence (AI) and High-Performance Computing (HPC) is a major factor fueling the expansion of the Accelerator Card Market. With the rising use of AI technologies like machine learning, deep learning, and data analytics in organizations, the demand for high-performance computational power has become crucial. Specialized cards like GPUs and TPUs are optimized for efficient processing of intricate computations and large amounts of data, making them well-suited for tasks involving artificial intelligence and high-performance computing. Sectors like finance, healthcare, and self-driving cars are at the forefront of this technological transition. In the financial industry, companies use accelerator cards to analyze large volumes of market information instantly, helping them make trades quicker and improve investment tactics. In healthcare, AI-powered diagnostic tools also use these algorithms to examine medical images and patient information, resulting in more precise diagnoses and customized treatment strategies.
The expanding cloud computing market fuels the need for accelerator cards.
The growing cloud computing industry greatly increases the demand for accelerator cards, specialized hardware that boosts processing efficiency and speed. As more companies transition to cloud-based services, the need for advanced processing capabilities grows with the increasing demand for high-performance computing (HPC). Accelerator cards, like GPUs and FPGAs, offer the required strength for managing intricate calculations, extensive data processing, and immediate analytics crucial in the current data-focused setting. Accelerator cards are crucial in industries such as artificial intelligence (AI) and machine learning. For example, in the field of AI, deep learning algorithms need extensive data to properly train models. Utilizing GPUs enables simultaneous processing, leading to quicker training periods and enhanced model precision. NVIDIA and other companies have experienced a rise in the need for their GPU products, especially in cloud services where scalability is important.
Restraints
High Manufacturing Costs as a Barrier in the Accelerator Card Market
Significant obstacles in the form of expensive manufacturing costs are impeding the Accelerator Card Market, limiting production capabilities and market entrance. Accelerator cards need complex manufacturing processes and advanced materials to boost computing performance in tasks such as data processing, artificial intelligence, and scientific simulations. The increased production costs are due to the requirement of specific parts like fast connectors, cooling systems, and strong circuit layouts. Higher expenses can hinder smaller manufacturers from entering the market, which in turn limits competition and innovation. Moreover, bigger companies might encounter difficulties in preserving profit margins while striving to provide products at competitive prices. In the financial services sector, companies heavily depend on accelerator cards for high-frequency trading, where speed and efficiency are crucial. Utilizing these cards allows companies to analyze large volumes of data instantly, giving them a competitive advantage.
Market Segmentation
BY ACCELERATOR TYPE
The cloud accelerator sector dominated the market in 2023 with 58% market share as cloud computing services are increasingly used in different industries. These accelerators are created to improve the efficiency of cloud-based applications by optimizing workload handling and data processing. They provide adaptable resources that can be customized according to demand, making them perfect for companies seeking to enhance efficiency without significant capital investment. The growth of cloud accelerators has been driven by the demand for real-time data analytics, machine learning, and AI applications to reduce latency and enhance computational speed.
The HPC accelerator sector is identified as the most rapidly expanding region in the Accelerator Card Market during 2024-2032. These accelerators are specifically designed for scientific research, simulations, and complex computational tasks that demand high processing power. HPC accelerators provide enhanced performance for tasks like computational fluid dynamics, weather modeling, and molecular dynamics simulations by incorporating numerous processing units. This sector is picking up speed thanks to the growing demand for enhanced computational abilities in academic, government research institutions, and large companies.
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BY PROCESSOR TYPE
The Graphic Processing Units (GPU) category led the accelerator card market in 2023 with a 42% market share, mainly because of its versatility and unmatched performance in parallel processing tasks. GPUs are designed to efficiently process demanding calculations, which are crucial for tasks in gaming, machine learning, artificial intelligence, and data presentation. Their design permits numerous concurrent threads, resulting in quicker data processing when compared to typical CPUs. Companies such as NVIDIA and AMD have had a significant influence on this industry, particularly with the widespread use of NVIDIA's GPUs in AI-related applications such as autonomous vehicles and deep learning.
Field Programmable Gate Arrays (FPGA) are to experience a rapid growth rate during 2024-2032 in the Accelerator Card Market because of their flexibility and effectiveness in specific roles. FPGAs, in contrast to fixed-function chips, can be reprogrammed to meet specific application needs, enabling companies to tailor their hardware for the best possible performance. This adaptability is especially advantageous in industries like telecommunications, healthcare, and aerospace, where swift technological progress requires immediate changes in processing capabilities. Xilinx and Intel are leading in this sector by providing FPGA solutions for tasks such as 5G networks and real-time data processing in medical imaging.
Regional Analysis
North America dominated the market in 2023 with a 46% market share due to its advanced technological infrastructure and significant investments in research and development. The area's focus on cloud computing and high-performance computing (HPC) is increasing the need for accelerator cards, as companies aim to improve their computational power and effectiveness. AMD and IBM, along with other corporations, are playing a significant role in this market by offering advanced solutions that meet the growing need for fast processing and parallel computing.
The APAC region is becoming the most rapidly expanding market for accelerator cards market during 2024-2032, driven mainly by quick digital transformation and the growing use of advanced technologies. Nations such as China, Japan, and India are seeing significant growth in areas like cloud computing, artificial intelligence, and big data analytics, leading to an increased need for effective processing solutions. The growing technology industry in APAC, including both startups and well-known companies such as Huawei and Alibaba, is driving the advancement and incorporation of accelerator cards in different uses, such as data centers and smart devices.
Key Players
The key players in the Accelerator Card market are:
NVIDIA (NVIDIA A100, NVIDIA RTX A6000)
AMD (Radeon Pro VII, Radeon RX 6000 Series)
Intel (Intel Xeon Phi, Intel FPGA PAC N3000)
Xilinx (now part of AMD) (Versal ACAP, Kintex UltraScale FPGA)
Micron Technology (Micron 9300 NVMe SSD, Micron 5210 ION SSD)
Broadcom (Broadcom NetXtreme II, Broadcom StrataXGS)
IBM (IBM Cloud Accelerator, IBM Power System AC922)
AWS (Amazon Web Services) (AWS Inferentia, AWS Graviton)
Qualcomm (Snapdragon 8cx, Qualcomm Cloud AI 100)
HPE (Hewlett Packard Enterprise) (HPE Apollo 6500 Gen10, HPE ProLiant DL380 Gen10)
Dell Technologies (Dell PowerEdge R740, Dell EMC VxRail)
Lenovo (ThinkSystem SR670, ThinkSystem SR850)
Mellanox Technologies (now part of NVIDIA) (Mellanox ConnectX-6, Mellanox Spectrum)
Supermicro (SuperServer 1029P-NDR, SuperServer 2029GP-TRT)
Oracle (Oracle Exadata Database Machine, Oracle Cloud Infrastructure)
Fusion-io (now part of Western Digital) (ioMemory, ioScale)
Samsung Electronics (Samsung PM1733, Samsung 970 EVO Plus)
Seagate Technology (Seagate Exos X16, Seagate IronWolf Pro)
Crucial (a brand of Micron Technology) (Crucial P5 SSD, Crucial MX500 SSD)
SK Hynix (SK Hynix Gold S31 SSD, SK Hynix P31 NVMe SSD)
Recent Development
February 2024: Intel introduced its Data Center GPU Max series, aimed at optimizing cloud workloads and AI applications. These GPUs are designed to handle extensive computational tasks while being energy efficient.
December 2023: AMD launched the Instinct MI300, its latest accelerator card targeting AI and high-performance computing (HPC). This product combines CPU and GPU capabilities on a single chip, significantly improving data processing speeds.
January 2023: Xilinx, now part of AMD, launched the Versal AI Core series, which integrates AI engines into a versatile architecture for various applications, including 5G and data center solutions.
April 2023: Achronix unveiled the Speedster7t FPGA, targeting AI inference and high-performance computing applications. This FPGA is designed to provide significant acceleration for data processing tasks.
| Report Attributes | Details |
|---|---|
| Market Size in 2023 | USD 13.50 Billion |
| Market Size by 2032 | USD 208.37 Billion |
| CAGR | CAGR of 35.57% From 2024 to 2032 |
| Base Year | 2023 |
| Forecast Period | 2024-2032 |
| Historical Data | 2020-2022 |
| Report Scope & Coverage | Market Size, Segments Analysis, Competitive Landscape, Regional Analysis, DROC & SWOT Analysis, Forecast Outlook |
| Key Segments | • By Accelerator Type (Cloud Accelerator, High-Performance Computing Accelerator) • By Processor Type (Graphics Processing Units (GPU), Central Processing Units (CPU), Application Specific Integrated Circuits (ASIC), Field Programmable Gate Arrays (FPGA)) • By Application (Machine Learning, Mobile Phones, Video And Image Processing, Data Analytics, Financial Computing, Others) |
| Regional Analysis/Coverage | North America (US, Canada, Mexico), Europe (Eastern Europe [Poland, Romania, Hungary, Turkey, Rest of Eastern Europe] Western Europe] Germany, France, UK, Italy, Spain, Netherlands, Switzerland, Austria, Rest of Western Europe]), Asia Pacific (China, India, Japan, South Korea, Vietnam, Singapore, Australia, Rest of Asia Pacific), Middle East & Africa (Middle East [UAE, Egypt, Saudi Arabia, Qatar, Rest of Middle East], Africa [Nigeria, South Africa, Rest of Africa], Latin America (Brazil, Argentina, Colombia, Rest of Latin America) |
| Company Profiles | NVIDIA, AMD, Intel, Xilinx, Micron Technology, Broadcom, IBM, AWS, Qualcomm, HPE, Dell Technologies, Lenovo, Mellanox Technologies, Supermicro, Oracle, Fusion-io, Samsung Electronics, Seagate Technology, Crucial, SK Hynix |
| Key Drivers | • Surging Demand for AI and HPC drives the market growth. • The expanding cloud computing market fuels the need for accelerator cards. |
| RESTRAINTS | • High Manufacturing Costs as a Barrier in the Accelerator Card Market |
Ans: Accelerator Card Market size was USD 13.50 Billion in 2023 and is expected to Reach USD 208.37 Billion by 2032.
Ans: The Accelerator Card Market is expected to grow at a CAGR of 35.57% during 2024-2032.
Ans: The expanding cloud computing market fuels the need for the accelerator cards market.
Ans: The cloud accelerator segment dominated the Accelerator Card Market in 2023.
Ans: North America dominated the Accelerator Card Market in 2023.
Table of Contents
1. Introduction
1.1 Market Definition
1.2 Scope (Inclusion and Exclusions)
1.3 Research Assumptions
2. Executive Summary
2.1 Market Overview
2.2 Regional Synopsis
2.3 Competitive Summary
3. Research Methodology
3.1 Top-Down Approach
3.2 Bottom-up Approach
3.3. Data Validation
3.4 Primary Interviews
4. Market Dynamics Impact Analysis
4.1 Market Driving Factors Analysis
4.1.1 Drivers
4.1.2 Restraints
4.1.3 Opportunities
4.1.4 Challenges
4.2 PESTLE Analysis
4.3 Porter’s Five Forces Model
5. Statistical Insights and Trends Reporting
5.1 Accelerator Card Production Sales Volume, by Region
5.2 Accelerator Card Regulatory Impact, by Region (2023)
5.3 Accelerator Card Pricing Trends, 2023
5.4 Accelerator Card Fab Capacity Utilization (2023)
5.5 Supply Chain Metrics
6. Competitive Landscape
6.1 List of Major Companies, By Region
6.2 Market Share Analysis, By Region
6.3 Product Benchmarking
6.3.1 Product specifications and features
6.3.2 Pricing
6.4 Strategic Initiatives
6.4.1 Marketing and promotional activities
6.4.2 Distribution and Supply Chain Strategies
6.4.3 Expansion plans and new product launches
6.4.4 Strategic partnerships and collaborations
6.5 Technological Advancements
6.6 Market Positioning and Branding
7. Accelerator Card Market Segmentation, by Accelerator Type
7.1 Chapter Overview
7.2 Cloud Accelerator
7.2.1 Cloud Accelerator Market Trends Analysis (2020-2032)
7.2.2 Cloud Accelerator Market Size Estimates and Forecasts to 2032 (USD Billion)
7.3 High-performance computing accelerator
7.3.1 High-performance computing accelerator Market Trends Analysis (2020-2032)
7.3.2 High-performance computing accelerator Market Size Estimates and Forecasts to 2032 (USD Billion)
8. Accelerator Card Market Segmentation, by Application
8.1 Chapter Overview
8.2 Video and image processing
8.2.1 Video and image processing Market Trends Analysis (2020-2032)
8.2.2 Video and image processing Market Size Estimates and Forecasts to 2032 (USD Billion)
8.3 Machine learning
8.3.1 Machine learning Market Trends Analysis (2020-2032)
8.3.2 Machine learning Market Size Estimates and Forecasts to 2032 (USD Billion)
8.4 Data Analytics
8.4.1 Data Analytics Market Trends Analysis (2020-2032)
8.4.2 Data Analytics Market Size Estimates and Forecasts to 2032 (USD Billion)
8.5 Financial Computing
8.5.1 Financial Computing Market Trends Analysis (2020-2032)
8.5.2 Financial Computing Market Size Estimates and Forecasts to 2032 (USD Billion)
8.6 Mobile phones
8.6.1 Mobile phones Market Trends Analysis (2020-2032)
8.6.2 Mobile phones Market Size Estimates and Forecasts to 2032 (USD Billion)
8.7 Others
8.7.1 Others Market Trends Analysis (2020-2032)
8.7.2 Others Market Size Estimates and Forecasts to 2032 (USD Billion)
9. Accelerator Card Market Segmentation, by Processor Type
9.1 Chapter Overview
9.2 Graphics Processing Units (GPU)
9.2.1 Graphics Processing Units (GPU) Market Trends Analysis (2020-2032)
9.2.2 Graphics Processing Units (GPU) Market Size Estimates and Forecasts to 2032 (USD Billion)
9.3 Central Processing Units (CPU)
9.3.1 Central Processing Units (CPU) Market Trends Analysis (2020-2032)
9.3.2 Central Processing Units (CPU) Market Size Estimates and Forecasts to 2032 (USD Billion)
9.4 Application Specific Integrated Circuits (ASIC)
9.4.1 Application Specific Integrated Circuits (ASIC) Market Trends Analysis (2020-2032)
9.4.2 Application Specific Integrated Circuits (ASIC) Market Size Estimates and Forecasts to 2032 (USD Billion)
9.5 Field Programmable Gate Arrays (FPGA)
9.5.1 Field Programmable Gate Arrays (FPGA) Market Trends Analysis (2020-2032)
9.5.2 Field Programmable Gate Arrays (FPGA) Market Size Estimates and Forecasts to 2032 (USD Billion)
10. Regional Analysis
10.1 Chapter Overview
10.2 North America
10.2.1 Trends Analysis
10.2.2 North America Accelerator Card Market Estimates and Forecasts, by Country (2020-2032) (USD Billion)
10.2.3 North America Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.2.4 North America Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.2.5 North America Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.2.6 USA
10.2.6.1 USA Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.2.6.2 USA Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.2.6.3 USA Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.2.7 Canada
10.2.7.1 Canada Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.2.7.2 Canada Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.2.7.3 Canada Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.2.8 Mexico
10.2.8.1 Mexico Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.2.8.2 Mexico Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.2.8.3 Mexico Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3 Europe
10.3.1 Eastern Europe
10.3.1.1 Trends Analysis
10.3.1.2 Eastern Europe Accelerator Card Market Estimates and Forecasts, by Country (2020-2032) (USD Billion)
10.3.1.3 Eastern Europe Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.1.4 Eastern Europe Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.1.5 Eastern Europe Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3.1.6 Poland
10.3.1.6.1 Poland Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.1.6.2 Poland Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.1.6.3 Poland Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3.1.7 Romania
10.3.1.7.1 Romania Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.1.7.2 Romania Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.1.7.3 Romania Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3.1.8 Hungary
10.3.1.8.1 Hungary Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.1.8.2 Hungary Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.1.8.3 Hungary Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3.1.9 Turkey
10.3.1.9.1 Turkey Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.1.9.2 Turkey Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.1.9.3 Turkey Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3.1.10 Rest of Eastern Europe
10.3.1.10.1 Rest of Eastern Europe Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.1.10.2 Rest of Eastern Europe Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.1.10.3 Rest of Eastern Europe Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3.2 Western Europe
10.3.2.1 Trends Analysis
10.3.2.2 Western Europe Accelerator Card Market Estimates and Forecasts, by Country (2020-2032) (USD Billion)
10.3.2.3 Western Europe Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.2.4 Western Europe Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.2.5 Western Europe Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3.2.6 Germany
10.3.2.6.1 Germany Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.2.6.2 Germany Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.2.6.3 Germany Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3.2.7 France
10.3.2.7.1 France Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.2.7.2 France Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.2.7.3 France Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3.2.8 UK
10.3.2.8.1 UK Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.2.8.2 UK Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.2.8.3 UK Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3.2.9 Italy
10.3.2.9.1 Italy Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.2.9.2 Italy Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.2.9.3 Italy Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3.2.10 Spain
10.3.2.10.1 Spain Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.2.10.2 Spain Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.2.10.3 Spain Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3.2.11 Netherlands
10.3.2.11.1 Netherlands Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.2.11.2 Netherlands Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.2.11.3 Netherlands Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3.2.12 Switzerland
10.3.2.12.1 Switzerland Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.2.12.2 Switzerland Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.2.12.3 Switzerland Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3.2.13 Austria
10.3.2.13.1 Austria Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.2.13.2 Austria Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.2.13.3 Austria Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.3.2.14 Rest of Western Europe
10.3.2.14.1 Rest of Western Europe Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.3.2.14.2 Rest of Western Europe Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.3.2.14.3 Rest of Western Europe Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.4 Asia Pacific
10.4.1 Trends Analysis
10.4.2 Asia Pacific Accelerator Card Market Estimates and Forecasts, by Country (2020-2032) (USD Billion)
10.4.3 Asia Pacific Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.4.4 Asia Pacific Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.4.5 Asia Pacific Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.4.6 China
10.4.6.1 China Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.4.6.2 China Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.4.6.3 China Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.4.7 India
10.4.7.1 India Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.4.7.2 India Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.4.7.3 India Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.4.8 Japan
10.4.8.1 Japan Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.4.8.2 Japan Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.4.8.3 Japan Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.4.9 South Korea
10.4.9.1 South Korea Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.4.9.2 South Korea Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.4.9.3 South Korea Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.4.10 Vietnam
10.4.10.1 Vietnam Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.4.10.2 Vietnam Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.4.10.3 Vietnam Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.4.11 Singapore
10.4.11.1 Singapore Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.4.11.2 Singapore Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.4.11.3 Singapore Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.4.12 Australia
10.4.12.1 Australia Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.4.12.2 Australia Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.4.12.3 Australia Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.4.13 Rest of Asia Pacific
10.4.13.1 Rest of Asia Pacific Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.4.13.2 Rest of Asia Pacific Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.4.13.3 Rest of Asia Pacific Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.5 Middle East and Africa
10.5.1 Middle East
10.5.1.1 Trends Analysis
10.5.1.2 Middle East Accelerator Card Market Estimates and Forecasts, by Country (2020-2032) (USD Billion)
10.5.1.3 Middle East Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.5.1.4 Middle East Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.5.1.5 Middle East Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.5.1.6 UAE
10.5.1.6.1 UAE Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.5.1.6.2 UAE Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.5.1.6.3 UAE Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.5.1.7 Egypt
10.5.1.7.1 Egypt Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.5.1.7.2 Egypt Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.5.1.7.3 Egypt Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.5.1.8 Saudi Arabia
10.5.1.8.1 Saudi Arabia Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.5.1.8.2 Saudi Arabia Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.5.1.8.3 Saudi Arabia Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.5.1.9 Qatar
10.5.1.9.1 Qatar Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.5.1.9.2 Qatar Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.5.1.9.3 Qatar Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.5.1.10 Rest of Middle East
10.5.1.10.1 Rest of Middle East Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.5.1.10.2 Rest of Middle East Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.5.1.10.3 Rest of Middle East Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.5.2 Africa
10.5.2.1 Trends Analysis
10.5.2.2 Africa Accelerator Card Market Estimates and Forecasts, by Country (2020-2032) (USD Billion)
10.5.2.3 Africa Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.5.2.4 Africa Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.5.2.5 Africa Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.5.2.6 South Africa
10.5.2.6.1 South Africa Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.5.2.6.2 South Africa Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.5.2.6.3 South Africa Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.5.2.7 Nigeria
10.5.2.7.1 Nigeria Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.5.2.7.2 Nigeria Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.5.2.7.3 Nigeria Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.5.2.8 Rest of Africa
10.5.2.8.1 Rest of Africa Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.5.2.8.2 Rest of Africa Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.5.2.8.3 Rest of Africa Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.6 Latin America
10.6.1 Trends Analysis
10.6.2 Latin America Accelerator Card Market Estimates and Forecasts, by Country (2020-2032) (USD Billion)
10.6.3 Latin America Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.6.4 Latin America Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.6.5 Latin America Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.6.6 Brazil
10.6.6.1 Brazil Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.6.6.2 Brazil Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.6.6.3 Brazil Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.6.7 Argentina
10.6.7.1 Argentina Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.6.7.2 Argentina Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.6.7.3 Argentina Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.6.8 Colombia
10.6.8.1 Colombia Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.6.8.2 Colombia Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.6.8.3 Colombia Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
10.6.9 Rest of Latin America
10.6.9.1 Rest of Latin America Accelerator Card Market Estimates and Forecasts, by Accelerator Type (2020-2032) (USD Billion)
10.6.9.2 Rest of Latin America Accelerator Card Market Estimates and Forecasts, by Application (2020-2032) (USD Billion)
10.6.9.3 Rest of Latin America Accelerator Card Market Estimates and Forecasts, by Processor Type (2020-2032) (USD Billion)
11. Company Profiles
11.1 NVIDIA
11.1.1 Company Overview
11.1.2 Financial
11.1.3 Products/ Services Offered
11.1.4 SWOT Analysis
11.2 AMD
11.2.1 Company Overview
11.2.2 Financial
11.2.3 Products/ Services Offered
11.2.4 SWOT Analysis
11.3 Intel
11.3.1 Company Overview
11.3.2 Financial
11.3.3 Products/ Services Offered
11.3.4 SWOT Analysis
11.4 Xilinx
11.4.1 Company Overview
11.4.2 Financial
11.4.3 Products/ Services Offered
11.4.4 SWOT Analysis
11.5 Micron Technology
11.5.1 Company Overview
11.5.2 Financial
11.5.3 Products/ Services Offered
11.5.4 SWOT Analysis
11.6 Broadcom
11.6.1 Company Overview
11.6.2 Financial
11.6.3 Products/ Services Offered
11.6.4 SWOT Analysis
11.7 IBM
11.7.1 Company Overview
11.7.2 Financial
11.7.3 Products/ Services Offered
11.7.4 SWOT Analysis
11.8 AWS
11.8.1 Company Overview
11.8.2 Financial
11.8.3 Products/ Services Offered
11.8.4 SWOT Analysis
11.9 Qualcomm
11.9.1 Company Overview
11.9.2 Financial
11.9.3 Products/ Services Offered
11.9.4 SWOT Analysis
11.10 HPE
11.10.1 Company Overview
11.10.2 Financial
11.10.3 Products/ Services Offered
11.10.4 SWOT Analysis
12. Use Cases and Best Practices
13. Conclusion
An accurate research report requires proper strategizing as well as implementation. There are multiple factors involved in the completion of good and accurate research report and selecting the best methodology to compete the research is the toughest part. Since the research reports we provide play a crucial role in any company’s decision-making process, therefore we at SNS Insider always believe that we should choose the best method which gives us results closer to reality. This allows us to reach at a stage wherein we can provide our clients best and accurate investment to output ratio.
Each report that we prepare takes a timeframe of 350-400 business hours for production. Starting from the selection of titles through a couple of in-depth brain storming session to the final QC process before uploading our titles on our website we dedicate around 350 working hours. The titles are selected based on their current market cap and the foreseen CAGR and growth.
The 5 steps process:
Step 1: Secondary Research:
Secondary Research or Desk Research is as the name suggests is a research process wherein, we collect data through the readily available information. In this process we use various paid and unpaid databases which our team has access to and gather data through the same. This includes examining of listed companies’ annual reports, Journals, SEC filling etc. Apart from this our team has access to various associations across the globe across different industries. Lastly, we have exchange relationships with various university as well as individual libraries.
Step 2: Primary Research
When we talk about primary research, it is a type of study in which the researchers collect relevant data samples directly, rather than relying on previously collected data. This type of research is focused on gaining content specific facts that can be sued to solve specific problems. Since the collected data is fresh and first hand therefore it makes the study more accurate and genuine.
We at SNS Insider have divided Primary Research into 2 parts.
Part 1 wherein we interview the KOLs of major players as well as the upcoming ones across various geographic regions. This allows us to have their view over the market scenario and acts as an important tool to come closer to the accurate market numbers. As many as 45 paid and unpaid primary interviews are taken from both the demand and supply side of the industry to make sure we land at an accurate judgement and analysis of the market.
This step involves the triangulation of data wherein our team analyses the interview transcripts, online survey responses and observation of on filed participants. The below mentioned chart should give a better understanding of the part 1 of the primary interview.
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Key Segments:
BY ACCELERATOR TYPE
Cloud Accelerator
High-performance computing accelerator
BY PROCESSOR TYPE
Graphics Processing Units (GPU)
Central Processing Units (CPU)
Application Specific Integrated Circuits (ASIC)
Field Programmable Gate Arrays (FPGA)
BY APPLICATION
Video and image processing
Machine learning
Data Analytics
Financial computing
Mobile phones
Others
Request for Segment Customization as per your Business Requirement: Segment Customization Request
REGIONAL COVERAGE:
North America
US
Canada
Mexico
Europe
Eastern Europe
Poland
Romania
Hungary
Turkey
Rest of Eastern Europe
Western Europe
Germany
France
UK
Italy
Spain
Netherlands
Switzerland
Austria
Rest of Western Europe
Asia Pacific
China
India
Japan
South Korea
Vietnam
Singapore
Australia
Rest of Asia Pacific
Middle East & Africa
Middle East
UAE
Egypt
Saudi Arabia
Qatar
Rest of the Middle East
Africa
Nigeria
South Africa
Rest of Africa
Latin America
Brazil
Argentina
Colombia
Request for Country Level Research Report: Country Level Customization Request
Available Customization
With the given market data, SNS Insider offers customization as per the company’s specific needs. The following customization options are available for the report:
Product Analysis
Criss-Cross segment analysis (e.g. Product X Application)
Product Matrix which gives a detailed comparison of the product portfolio of each company
Geographic Analysis
Additional countries in any of the regions
Company Information
Detailed analysis and profiling of additional market players (Up to five)
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