1. Market Research
  2. > ICT
  3. > Data Center Market Trends
Data Center Accelerator Market by Processor Type, Type, Application And Geography - Global Forecast to 2026

Data Center Accelerator Market by Processor Type, Type, Application And Geography - Global Forecast to 2026

  • July 2021
  • 204 pages
  • ID: 5494008
  • Format: PDF
  • MarketsandMarkets


Table of Contents

Search Inside

Data center accelerator market was valued at USD 13.7 billion in 2021 and is anticipated to reach USD 65.3 billion by 2026, growing at a CAGR of 36.7% between 2021 to 2026. The growing demand for data center accelerator in applications such as deep learning is driving the growth of data center accelerator market.
Deep learning services being made available over the cloud are reducing the initial costs associated with executing business operations and curtailing server maintenance tasks.A growing number of tech giants and startups have begun offering machine learning as a cloud service due to the burgeoning demand for AI-based computation.

Most companies and startups do not develop their own specialized hardware or software to apply deep learning to their specific business needs.Cloud-based solutions are ideal for small and midsized businesses that find on-premises solutions costlier.

Thus, the increasing adoption of cloud-based technology is necessitating the need for deep learning.

Artificial intelligence to drive the growth of cloud data center
Cloud data center is dominating the data center accelerator market owing to rise in demand for AI based solution.The growth of AI is leading to changes in cloud server configuration.

The cloud computing market has witnessed significant growth owing to the surge in the volume of data being transferred to the cloud from consumers.The surge in AI-centric data has led to the growth of co-processors (accelerators) embedded in the servers.

The accelerators optimize data processing at the servers by reducing the latency.
According to Intel, currently, ~7% of the servers are used in deep learning activities.There are ~12 million server units around the globe as of 2021.

In the AI-capable servers for deep learning training, the typical CPU to GPU attach rate is 1–4 GPUs; in some cases, it is around 1–8 GPUs.Deep learning is expected to account for the majority of cloud workload during the forecast period, which, in turn, is likely to propel the demand for accelerators for cloud servers.

More than one-third of servers to be shipped in 2026 are likely to run either deep learning training algorithms or deep learning inference algorithms.Accelerators are likely to be deployed in the cloud servers for both public and enterprise cloud inference applications.

However, training applications are expected to account for the majority of the server applications by the end of 2026.

Asia Pacific is the fastest-growing region in the data center accelerator market
The data center accelerator market in APAC is anticipated to register the highest CAGR of 42.7% between 2021 and 2026. The organizations in APAC have more preference for deploying a hybrid cloud. The organizations are adopting a mix of on-premises, third-party, co-location, private cloud, hosted cloud, and public cloud—depending on the nature of workloads, legacy decisions made by the team, budgets, and technology maturity within the organization.
The 2 major players in the data center accelerator market are NVIDIA Corporation (US) and Intel Corporation (US).Intel mainly focuses on its Xeon Phi processors and FPGA co-processors; however, NVIDIA has nearly reached a monopoly in the data centers accelerator market with its GPU accelerators.

Apart from NVIDIA and Intel, several start-ups are working on ASIC and FPGA accelerator architectures.

The breakup of primaries conducted during the study is depicted below:
• By Company Type: Tier 1 – 45 %, Tier 2 – 32%, and Tier 3 –23%
• By Designation: C-Level Executives – 30%, Directors – 45%, and Others – 25%
• By Region: North America– 26%, Europe – 40%, APAC – 22% and ROW – 12%

Research Coverage
The report segments the data center accelerator market and forecasts its size, by volume and value, based on region (North America, Europe, Asia Pacific, and RoW), Processor Type (CPU, GPU, FPGA, ASIC), Type (HPC Accelerator, Cloud Accelerator), Application (Deep Learning Training, Public Cloud Interface, Enterprise Interface).The report also provides a comprehensive review of market drivers, restraints, opportunities, and challenges in the data center accelerator market.

The report also covers qualitative aspects in addition to the quantitative aspects of these markets.

Key Benefits of Buying This Report
• This report includes market statistics pertaining to the processor, type, application, and region.
• An in-depth value chain analysis has been done to provide deep insight into the data center accelerator market.
• Major market drivers, restraints, challenges, and opportunities have been detailed in this report.
• Illustrative segmentation, analyses, and forecasts for the market based on processor, type, application, and region have been conducted to provide an overall view of the data center accelerator market.
• The report includes an in-depth analysis and ranking of key players.

Get Industry Insights. Simply.

  • Latest reports & slideshows with insights from top research analysts
  • 150+ Million searchable statistics with tables, figures & datasets
  • More than 25,000 trusted sources
  • Single User License — provides access to the report by one individual.
  • Department License — allows you to share the report with up to 5 users
  • Site License — allows the report to be shared amongst all employees in a defined country
  • Corporate License — allows for complete access, globally.

ReportLinker may already be registered as a supplier with your company. If you want to Order by PO, check with us first and we'll let you know if we are a registered supplier and what the vendor number is. Otherwise, we'll provide you with the necessary information to register ReportLinker as a vendor.

Ahmad helps you find the right report:

The research specialist advised us on the best content for our needs and provided a great report and follow-up, thanks very much we shall look at ReportLinker in the future.

Kate Merrick

Global Marketing Manager at
Eurotherm by Schneider Electric

We were impressed with the support that ReportLinker’s research specialists’ team provided. The report we purchased was useful and provided exactly what we want.

Category Manager at

ReportLinker gave access to reliable and useful data while avoiding dispersing resources and spending too much time on unnecessary research.

Executive Director at
PwC Advisory

The customer service was fast, responsive, and 100% professional in all my dealings (...) If we have more research needs, I'll certainly prioritize working with ReportLinker!

Scott Griffith

Vice President Marketing at
Maurice Sporting Goods

The research specialist provided prompt, helpful instructions for accessing ReportLinker's product. He also followed up to make sure everything went smoothly and to ensure an easy transition to the next stage of my research

Jessica P Huffman

Research Associate at
American Transportation Research Institute

Excellent customer service. Very responsive and fast.

Director, Corporate Strategy at

I reached out to ReportLinker for a detailed market study on the Air Treatment industry. The quality of the report, the research specialist’s willingness to solve my queries exceeded my expectations. I would definitely recommend ReportLinker for in-depth industry information.

Mariana Mendoza

Global Platform Senior Manager at
Whirlpool Corporation

Thanks! I like what you've provided and will certainly come back if I need to do further research works.

Bee Hin Png

CEO at
LDR Pte Ltd

The research specialist advised us on the best content for our needs and provided a great report and follow-up, thanks very much we shall look at ReportLinker in the future.

Kate Merrick

Global Marketing Manager at
Eurotherm by Schneider Electric

  • How we can help
    • I am not sure if the report I am interested in will fulfill my needs. Can you help me?
    • Yes, of course. You can call us at +33(0) 4 37 65 17 03 or drop us an email at [email protected] to let us know more about your requirements.
    • We buy reports often - can ReportLinker get me any benefits?
    • Yes. Set up a call with a Senior Research Advisor to learn more - [email protected] or +33(0) 4 37 65 17 03.
    • I have had negative experiences with market research reports before. How can you avoid this from happening again?
    • We advise all clients to read the TOC and Summary and list your questions so that we can get more insight for you before you make any purchase decision. A research advisor will accompany you so that you can compare samples and reports from different sources, and choose the study that is right for you.

  • Report Delivery
    • How and when I will receive my Report?
    • Most reports are delivered right away in a pdf format, while others are accessed via a secure link and access codes. Do note that sometimes reports are sent within a 12 hour period, depending on the time zones. However, you can contact us to escalate this. Should you need a hard copy, you can check if this option is offered for the particular report, and pay the related fees.
  • Payment conditions
    • What payment methods do you accept?
      1. Credit card : VISA, American Express, Mastercard, or
      2. You can download an invoice to pay by wire transfer, check, or via a Purchase Order from your company, or
      3. You can pay via a Check made out in US Dollars, Euros, or British Pounds for the full amount made payable to ReportLinker
    • What are ReportLinker’s Payment Terms?
    • All payments must normally be submitted within 30 days. However, you can let us know if you need extended time.
    • Are Taxes and duties included?
    • All companies based in France must pay a 20% tax per report. The same applies to all individuals based in the EU. All EU companies must supply their VAT number when purchasing to avoid this charge.
    • I’m not satisfied. Can I be refunded?
    • No. Once your order has been processed and the publisher has received a notification to send you the report, we cannot issue any refund or cancel any order. As these are not ‘traditional’ products that can be returned, reports that are dispatched are considered to be ‘consumed’.
  • User license
    • The license that you should acquire depends on the number of persons that need to access the report. This can range from Single User (only one person will have the right to read or access the report), or Department License (up to 5 persons), to Site License (a group of persons based in the same company location), or Corporate License (the entire company personnel based worldwide). However, as publishers have different terms and conditions, we can look into this for you.
Purchase Reports From Reputable Market Research Publishers


Reportlinker.com © Copyright 2021. All rights reserved.

ReportLinker simplifies how Analysts and Decision Makers get industry data for their business.

Make sure you don’t miss any news and follow us on