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Data Center Accelerator Market by Processor Type (CPU, GPU, FPGA, ASIC), Type (HPC Accelerator, Cloud Accelerator), Application (Deep Learning Training, Public Cloud Interface, Enterprise Interface), and Geography - Global Forecast to 2023

  • ID: 4615161
  • Report
  • Region: Global
  • 122 Pages
  • Markets and Markets
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The Data Center Accelerator Market is Expected to Grow from 2.84 Billion by 2018 to USD 21.19 Billion by 2023, at a CAGR of 49.47% from 2018 to 2023

FEATURED COMPANIES

  • Achronix Semiconductor
  • Alphabet
  • Clarifai
  • Ditto Labs
  • HP
  • Intel
  • MORE

Data center accelerator market to grow at 49.47% CAGR during 2018–2023

The focus toward parallel computing in AI data centers is a major factor driving the market. However, premium pricing of accelerators is a restraining factor for the data center accelerator market growth.

Market for FPGA to grow at highest CAGR during forecast period

The market for FPGA is expected to grow at the highest CAGR during the forecast period owing to the increasing adoption of FPGAs for the acceleration of enterprise workloads. Also, FPGAs are associated with advantages such as rapid prototyping, shorter time-to-market, reprogram ability in the field for debugging, and longevity.

Market for enterprise interface to grow at highest CAGR during forecast period

The market for enterprise interface is expected to grow at the highest CAGR during the forecast period. The market for enterprise interface is expected to gain traction in the coming years on the back of the hyper-scale cloud-based companies—such as Google (US), Facebook (US), and Amazon (US)—which are more focused on digital transformation to build similar types of cloud-native applications; this is a key factor contributing to the growth of the market for this application. The cloud-native application development requires a new set of tools, methodologies, and underlying IT infrastructure. With the availability of both open-source and commercial software, cloud-native architecture has been widely adopted by enterprises.

Data center accelerator market in APAC to grow at highest CAGR during forecast period

The market in APAC is expected to grow at the highest CAGR during the forecast period. The growth of the data center accelerator market in APAC is mainly attributed to the organizations in APAC that prefer deploying a hybrid cloud. The organizations are adopting a mix of on-premise, third-party, co-location, private cloud, hosted cloud, and public cloud—depending on nature of workloads, legacy decisions made by the team, budgets, technology maturity within the organization, etc. North America is expected to hold the largest share of the market by 2018. Key reasons attributing to the growth is the increasing demand for sophisticated infrastructure and services in North America, which makes data center owners opt for the ANSI/TIA-942 standard and also, encourages them to continually invest in upgrading their equipment and processes.

Following is the breakdown of primary participants’ profiles by different parameters:

  • By Company Type: Tier 1 – 45%, Tier 2 – 32%, and Tier 3 – 23%
  • By Designation: C-Level – 30%, Directors – 45%, and Others –25%
  • By Region: North America – 26%, Europe – 40%, APAC – 22%, and RoW – 12%

Key players operating in the market include NVIDIA (US), Intel (US), Alphabet (US), Advanced Micro Devices (US), Achronix Semiconductor (US), Oracle (US), Xilinx (US), IBM (US), HP (US), Dell (US), Lenovo (China), Fujitsu (Japan), and Cisco (US).

Research Coverage:

The report covers the market segmented on the basis of processor type, application, type, and geography. It offers a detailed view of the market across 4 main regions—North America, Europe, APAC, and RoW (comprising the Middle East and Africa, and South America).

Reasons to Buy the Report:

  • This report includes statistics pertaining to the data center accelerator market, by processor type, application, type, and geography.
  • The report details the major drivers, restraints, challenges, and opportunities for the data center accelerator market.
  • It includes illustrative segmentation, analysis, and forecast for the data center accelerator market based on its segments and subsegments.
Note: Product cover images may vary from those shown
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FEATURED COMPANIES

  • Achronix Semiconductor
  • Alphabet
  • Clarifai
  • Ditto Labs
  • HP
  • Intel
  • MORE

1 Introduction
1.1 Study Objectives
1.2 Definition
1.3 Study Scope
1.3.1 Markets Covered
1.3.2 Geographic Scope
1.3.3 Years Considered
1.4 Currency
1.5 Limitations
1.6 Stakeholders

2 Research Methodology
2.1 Research Data
2.1.1 Secondary Data
2.1.1.1 Secondary Sources
2.1.2 Primary Data
2.1.2.1 Key Data From Primary Sources
2.1.2.2 Key Industry Insights
2.1.2.3 Breakdown of Primaries
2.2 Market Size Estimation
2.2.1 Bottom-Up Approach
2.2.2 Top-Down Approach
2.3 Market Breakdown & Data Triangulation
2.4 Research Assumptions

3 Executive Summary

4 Premium Insight
4.1 Attractive Opportunities in Data Center Accelerator Market
4.2 Data Center Accelerator Market, By Type
4.3 Market for Cloud Data Center Accelerator, By Country
4.4 Data Center Accelerator Market in APAC in 2018, By Country & Application
4.5 Data Center Accelerator Market for Deep Learning Training, By Processor Type

5 Market Overview
5.1 Introduction
5.2 Market Dynamics
5.2.1 Drivers
5.2.1.1 Growth of Cloud-Based Services
5.2.1.2 Growing Demand for AI in HPC Data Centers
5.2.1.3 Focus Toward Parallel Computing in AI Data Centers
5.2.2 Restraints
5.2.2.1 Premium Pricing of Accelerators
5.2.2.2 Limited AI Hardware Experts
5.2.3 Opportunities
5.2.3.1 Rising Market for FPGA-Based Accelerators
5.2.3.2 Rising Need of Coprocessors Due to Slowdown of Moore’s Law
5.2.4 Challenge
5.2.4.1 Unreliability of AI Algorithms
5.2.4.2 Creating Models and Mechanisms of AI in Cloud

6 Data Center Accelerator Market, By Processor Type
6.1 Introduction
6.2 CPU
6.3 GPU
6.4 FPGA
6.5 ASIC

7 Data Center Accelerator Market, By Type
7.1 Introduction
7.2 Cloud Data Center
7.3 HPC Data Center

8 Data Center Accelerator Market, By Application
8.1 Introduction
8.2 Deep Learning Training
8.3 Public Cloud Inference
8.4 Enterprise Inference

9 Geographic Analysis
9.1 Introduction
9.2 North America
9.2.1 US
9.2.2 Canada
9.2.3 Mexico
9.3 Europe
9.3.1 UK
9.3.2 Germany
9.3.3 The Netherlands
9.3.4 Rest of Europe
9.4 APAC
9.4.1 China
9.4.2 Japan
9.4.3 Singapore
9.4.4 India
9.4.5 Australia
9.4.6 Rest of APAC
9.5 RoW
9.5.1 Brazil
9.5.2 Others

10 Competitive Landscape
10.1 Market Ranking Analysis: Data Center Accelerator Market
10.2 Competitive Situations and Trends
10.2.1 Product/Solution Launches
10.2.2 Partnerships/Collaborations
10.2.3 Acquisitions
10.2.4 Expansions

11 Company Profiles
11.1 Key Players
11.1.1 NVIDIA
11.1.2 Intel
11.1.3 Alphabet
11.1.4 Advanced Micro Devices (AMD)
11.1.5 Achronix Semiconductor
11.1.6 Oracle
11.1.7 Xilinx
11.1.8 IBM
11.1.9 Hewlett Packard Enterprise (HPE)
11.1.10 Dell
11.2 Other Key Players
11.2.1 Lenovo
11.2.2 Fujitsu
11.2.3 Cisco
11.3 Key Innovators
11.3.1 Leap Motion
11.3.2 Algolux
11.3.3 Clarifai
11.3.4 Ditto Labs
11.3.5 Mad Street Den

12 Appendix
12.1 Insights of Industry Experts
12.2 Discussion Guide
12.3 Knowledge Store: Publisher's Subscription Portal
12.4 Available Customizations
12.5 Related Reports
12.6 Author Details

List of Tables

Table 1 Data Center Accelerator Market, By Processor Type, 2016–2023 (USD Million)
Table 2 Data Center Accelerator Market for CPU, By Application, 2016–2023 (USD Million)
Table 3 Data Center Accelerator Market for CPU, By Type, 2016–2023 (USD Million)
Table 4 Data Center Accelerator Market for CPU, By Region, 2016–2023 (USD Million)
Table 5 Data Center Accelerator Market for GPU, By Application, 2016–2023 (USD Million)
Table 6 Data Center Accelerator Market for GPU, By Type, 2016–2023 (USD Million)
Table 7 Data Center Accelerator Market for GPU, By Region, 2016–2023 (USD Million)
Table 8 Data Center Accelerator Market for FPGA, By Application, 2016–2023 (USD Million)
Table 9 Data Center Accelerator Market for FPGA, By Type, 2016–2023 (USD Million)
Table 10 Data Center Accelerator Market for FPGA, By Region, 2016–2023 (USD Million)
Table 11 Data Center Accelerator Market for ASIC, By Application, 2016–2023 (USD Million)
Table 12 Data Center Accelerator Market for ASIC, By Type, 2016–2023 (USD Million)
Table 13 Data Center Accelerator Market for ASIC, By Region, 2016–2023 (USD Million)
Table 14 Data Center Accelerator Market, By Type, 2016–2023 (USD Million)
Table 15 Cloud Data Center Accelerator Market, By Processor Type, 2016–2023 (USD Million)
Table 16 Cloud Data Center Accelerator Market, By Region, 2016–2023 (USD Million)
Table 17 HPC Data Center Accelerator Market, By Processor Type, 2016–2023 (USD Million)
Table 18 HPC Data Center Accelerator Market, By Region, 2016–2023 (USD Million)
Table 19 Data Center Accelerator Market, By Application, 2016–2023 (USD Million)
Table 20 Data Center Accelerator Market for Deep Learning Training, By Region, 2016–2023 (USD Million)
Table 21 Data Center Accelerator Market for Deep Learning Training, By Processors Type, 2016–2023 (USD Million)
Table 22 Data Center Accelerator Market for Public Cloud Inference, By Region, 2016–2023 (USD Million)
Table 23 Data Center Accelerator Market for Public Cloud Inference, By Processors Type, 2016–2023 (USD Million)
Table 24 Data Center Accelerator Market for Enterprise Inference, By Region, 2016–2023 (USD Million)
Table 25 Data Center Accelerator Market for Enterprise Inference, By Processors Type, 2016–2023 (USD Million)
Table 26 Data Center Accelerator Market, By Region, 2016–2023 (USD Million)
Table 27 Data Center Accelerator Market for HPC in North America, By Country, 2016–2023 (USD Million)
Table 28 Data Center Accelerator Market for Cloud in North America, By Country, 2016–2023 (USD Million)
Table 29 Data Center Accelerator Market in North America, By Processors Type, 2016–2023 (USD Million)
Table 30 Data Center Accelerator Market in North America, By Application, 2016–2023 (USD Million)
Table 31 Data Center Accelerator Market in North America, By Type, 2016–2023 (USD Million)
Table 32 Data Center Accelerator Market for HPC in Europe, By Country, 2016–2023 (USD Million)
Table 33 Data Center Accelerator Market for Cloud in Europe, By Country, 2016–2023 (USD Million)
Table 34 Data Center Accelerator Market in Europe, By Processors Type, 2016–2023 (USD Million)
Table 35 Data Center Accelerator Market in Europe, By Application, 2016–2023 (USD Million)
Table 36 Data Center Accelerator Market in Europe, By Type, 2016–2023 (USD Million)
Table 37 Data Center Accelerator Market for HPC in APAC, By Country, 2016–2023 (USD Million)
Table 38 Data Center Accelerator Market for Cloud in APAC, By Country, 2016–2023 (USD Million)
Table 39 Data Center Accelerator Market in APAC, By Processor Type, 2016–2023 (USD Million)
Table 40 Data Center Accelerator Market in North America, By Application, 2016–2023 (USD Million)
Table 41 Data Center Accelerator Market in APAC, By Type, 2016–2023 (USD Million)
Table 42 Data Center Accelerator Market for HPC in RoW, By Country, 2016–2023 (USD Million)
Table 43 Data Center Accelerator Market for Cloud in RoW, By Country, 2016–2023 (USD Million)
Table 44 Data Center Accelerator Market in RoW, By Processors Type, 2016–2023 (USD Million)
Table 45 Data Center Accelerator Market in RoW, By Application, 2016–2023 (USD Million)
Table 46 Data Center Accelerator Market in RoW, By Type, 2016–2023 (USD Million)
Table 47 Product/Solution Launches, 2017–2018
Table 48 Partnerships/Collaborations, 2017–2018
Table 49 Acquisitions, 2018
Table 50 Expansions, 2016–2018

List of Figures

Figure 1 Segmentation of Data Center Accelerator Market
Figure 2 Research Design
Figure 3 Process Flow of Market Size Estimation
Figure 4 Data Triangulation
Figure 5 GPU to Hold Largest Size of Data Center Accelerator Market During Forecast Period
Figure 6 Data Center Accelerator Market for Enterprise Inference to Grow at Highest CAGR Between 2018 and 2023
Figure 7 Market for HPC Data Center Accelerator in APAC to Grow at Highest CAGR During 2018–2023
Figure 8 Market for Cloud Data Center Accelerator in APAC to Grow at Highest CAGR During Forecast Period
Figure 9 Data Center Accelerator Market in APAC Expected to Grow at Highest CAGR During 2018–2023
Figure 10 Rising Need of Coprocessors in Data Centers Due to Slow Down in Moore’s Law as Potential Opportunity for Market
Figure 11 Market for HPC Data Center Accelerator to Grow at Higher CAGR During Forecast Period
Figure 12 Cloud Data Center Accelerator Market in Canada to Grow at Highest CAGR During Forecast Period
Figure 13 Deep Learning Training to Hold Largest Share of Data Center Accelerator Market in APAC in 2018
Figure 14 Market for ASIC in Deep Learning Training to Grow at Higher CAGR Between 2018 and 2023
Figure 15 Data Center Accelerator Market: Drivers, Restraints, Opportunities, and Challenges
Figure 16 Slow Down in Moore’s Law
Figure 17 Data Center Accelerator Market, By Processor Type
Figure 18 Data Center Accelerator Market for CPU in APAC to Grow at the Highest CAGR During Forecast Period
Figure 19 Cloud Data Center to Hold Largest Size of Data Center Accelerator Market for GPU During Forecast Period
Figure 20 FPGA Market for Public Cloud Inference to Grow at Highest CAGR During Forecast Period
Figure 21 ASIC Market for Enterprise Inference to Grow at Highest CAGR During Forecast Period
Figure 22 Data Center Accelerator Market, By Type
Figure 23 Cloud Data Center Accelerator Market in APAC Expected to Grow at Highest CAGR During Forecast Period
Figure 24 GPU to Hold Largest Size of HPC Data Center Accelerator Market During Forecast Period
Figure 25 Data Center Accelerator Market, By Application
Figure 26 Deep Learning Training: Market for ASIC to Grow at Highest CAGR During Forecast Period
Figure 27 North America to Hold Largest Size of Data Center Accelerator Market for Public Cloud Inference During Forecast Period
Figure 28 Enterprise Inference: Market for FPGA to Grow at Highest CAGR During Forecast Period
Figure 29 Data Center Accelerator Market Segmentation, By Geography
Figure 30 Geographic Snapshot: Data Center Accelerator Market in APAC Expected to Grow at Highest CAGR During Forecast Period
Figure 31 Data Center Accelerator Market in India Estimated to Grow at Highest CAGR From 2018 to 2023
Figure 32 North America: Data Center Accelerator Market Snapshot
Figure 33 Europe: Data Center Accelerator Market Snapshot
Figure 34 APAC: Data Center Accelerator Market Snapshot
Figure 35 Key Growth Strategies Adopted By Top Companies, 2015–2017
Figure 36 Ranking of the Top 5 Players in Data Center Accelerator Market, (2017)
Figure 37 NVIDIA: Company Snapshot
Figure 38 Intel: Company Snapshot
Figure 39 Alphabet: Company Snapshot
Figure 40 Advanced Micro Devices (AMD): Company Snapshot
Figure 41 Oracle: Company Snapshot
Figure 42 Xilinx: Company Snapshot
Figure 43 IBM: Company Snapshot
Figure 44 HPE: Company Snapshot
Figure 45 Dell: Company Snapshot

Note: Product cover images may vary from those shown
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  • Achronix Semiconductor
  • Advanced Micro Devices (AMD)
  • Algolux
  • Alphabet
  • Cisco
  • Clarifai
  • Dell
  • Ditto Labs
  • Fujitsu
  • HP
  • IBM
  • Intel
  • Leap Motion
  • Lenovo
  • Mad Street Den
  • Nvidia
  • Oracle
  • Xilinx
Note: Product cover images may vary from those shown
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