About Data Center Accelerator
Datacenter accelerator refers to a software program or hardware device that enhances the overall computer performance by processing visual data. In addition to this, Datacenter accelerators assist in increasing the consumer-centric data demand and enhancing the use of artificial intelligence (AI)-based services to propel the demand for AI-driven data centers, this, in turn, improves the performance of data center. Datacenter accelerator enables customers to meet these demands. They are designed to solve customer problems, high-performance, and hardware-based acceleration with excellent cost and power efficiency. Recently, the NVIDIA Volta accelerated its computing platform, giving these modern data centers the power to accelerate machine learning, deep learning, and high-performance computing workloads.
Attributes | Details |
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Study Period | 2018-2028 |
Base Year | 2022 |
Unit | Value (USD Million) |
Data Center Accelerator is a fragmented market due to the presence of various players. The players are focusing on strategic activities like partnerships, mergers, and acquisitions which will help them to sustain in the market and maintain their competitive edge. Analyst at AMA Research estimates that United States Players will contribute the maximum growth to Global Data Center Accelerator market throughout the forecasted period. Established and emerging Players should take a closer view at their existing organizations and reinvent traditional business and operating models to adapt to the future.
NVIDIA (United States), Intel (United States), Alphabet (United States), Advanced Micro Devices (AMD) (United States), Achronix Semiconductor (United States), Oracle (United States), Xilinx (United States), IBM (United States), Hewlett Packard Enterprise (HPE) (United States) and Dell (United States) are some of the key players that are part of study coverage. Additionally, the Players which are also part of the research coverage are AVOXI (United States), Clarifai Inc. (United States), Lattice Semiconductor (United States), MicroSemi (United States), Algolux (Canada), SiliconBlue Technologies (United States), Leap Motion (United States) and Lenovo (China).
Segmentation Overview
AMA Research has segmented the market of Global Data Center Accelerator market by Type (HPC Data Center and Cloud Data Center), Application (Deep Learning Training, Public Cloud Interface and Enterprise Interface) and Region.
On the basis of geography, the market of Data Center Accelerator has been segmented into South America (Brazil, Argentina, Rest of South America), Asia Pacific (China, Japan, India, South Korea, Taiwan, Australia, Rest of Asia-Pacific), Europe (Germany, France, Italy, United Kingdom, Netherlands, Rest of Europe), MEA (Middle East, Africa), North America (United States, Canada, Mexico). If we see Market by Organization Size, the sub-segment i.e. Mid-size Data Centers will boost the Data Center Accelerator market. Additionally, the rising demand from SMEs and various industry verticals gives enough cushion to market growth. If we see Market by Processor Type, the sub-segment i.e. CPU will boost the Data Center Accelerator market. Additionally, the rising demand from SMEs and various industry verticals gives enough cushion to market growth. If we see Market by End User, the sub-segment i.e. BFSI will boost the Data Center Accelerator market. Additionally, the rising demand from SMEs and various industry verticals gives enough cushion to market growth.
Influencing Trend:
Growing Demand for AI in HPC Data Centers
Market Growth Drivers:
Focus Toward Parallel Computing in AI Data Centers and Growth of Cloud-Based Services
Challenges:
Unreliability of AI Algorithms and Creating Models and Mechanisms of AI in Cloud
Restraints:
Premium Pricing of Accelerators and Limited AI Hardware Experts
Opportunities:
Increasing Demand for FPGA-Based Accelerators and Rising Need of Coprocessors Due to Slowdown of Moore’s Law
Market Leaders and their expansionary development strategies
In April 2018, Intel announced OEM adoption of Intel’s field-programmable gate array (FPGA) acceleration in their server lineup to speed up mainstream applications for modern data centers.
In December 2023, AMD acquired graphics chip maker ATI in 2006. Since then, the company has been fighting an uphill battle to compete with NVIDIA in the datacenter graphics market. While several factors have contributed to this over time, the end result has been relatively straightforward: much like Intel in the CPU space before AMD launched EPYC, NVIDIA has owned the datacenter graphics space.
Key Target Audience
Data Center Accelerator Providers, Research Organizations and Consulting Companies, Potential Technology Investors, Regulatory & Government Bodies, Downstream Vendors, End Users and Others
About Approach
To evaluate and validate the market size various sources including primary and secondary analysis is utilized. AMA Research follows regulatory standards such as NAICS/SIC/ICB/TRCB, to have a better understanding of the market. The market study is conducted on basis of more than 200 companies dealing in the market regional as well as global areas with the purpose to understand the companies positioning regarding the market value, volume, and their market share for regional as well as global.
Further to bring relevance specific to any niche market we set and apply a number of criteria like Geographic Footprints, Regional Segments of Revenue, Operational Centres, etc. The next step is to finalize a team (In-House + Data Agencies) who then starts collecting C & D level executives and profiles, Industry experts, Opinion leaders, etc., and work towards appointment generation.
The primary research is performed by taking the interviews of executives of various companies dealing in the market as well as using the survey reports, research institute, and latest research reports. Meanwhile, the analyst team keeps preparing a set of questionnaires, and after getting the appointee list; the target audience is then tapped and segregated with various mediums and channels that are feasible for making connections that including email communication, telephonic, skype, LinkedIn Group & InMail, Community Forums, Community Forums, open Survey, SurveyMonkey, etc.