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全球數據中心加速器市場：按處理器類型（CPU、GPU、FPGA、ASIC）、類型（HPC/雲端數據中心）、應用程序、地區預測到2027
市場調查報告書
商品編碼
1151636

全球數據中心加速器市場：按處理器類型（CPU、GPU、FPGA、ASIC）、類型（HPC/雲端數據中心）、應用程序、地區預測到2027

Data Center Accelerator Market by Processor Type (CPU, GPU, FPGA, ASIC), Type (HPC Data Center, Cloud Data Center), Application (Deep Learning Training, Public Cloud Interface, Enterprise Interface) and Region - Global Forecast to 2027
出版日期: | 出版商: MarketsandMarkets | 英文 238 Pages | 訂單完成後即時交付

價格
簡介目錄

全球數據中心加速器市場規模預計到 2022 年為 212 億美元，到 2027 年將達到 640 億美元，預測期內復合年增長率為 24.7%。

數據中心加速器市場的繁榮主要是由於越來越多的公司提供機器學習即服務，以及對基於 FPGA 的加速器的需求不斷增加。此外，不斷增長的技術創新和投資正在推動數據中心加速器市場的增長。具有競爭力的製造成本、高經濟增長率也是推動數據中心加速器市場增長的主要因素。

“企業推理將有助於 2022 年至 2027 年間實現更高的增長率”

企業正在意識到可以利用數據完成的工作的動態性，並且正在將現有資源轉移到設備齊全的數據中心，以幫助他們更好地管理數據。數據中心已成為全球公司滿足其 IT 基礎架構要求的首要任務。這種不斷變化的信息處理方式使數據中心不僅僅是一個額外的存儲設施。企業推理部分預計在未來五年內將以更高的增長率增長。

“雲數據中心將在 2022 年至 2027 年間佔據最大份額”

很明顯，由於對從娛樂到遊戲再到數據庫的各種需求不斷增長，全球對數據中心的需求也在增長。當前情況下需要數據中心，並且由於空間限制和安裝、維修、維護、冷卻等方面的資金增加，數據中心將快速增長，但我們看到越來越多地採用雲數據中心。。越來越多的組織將基礎設施租賃給第三方合作夥伴，並通過 Internet 訪問數據中心資源。近年來，由於從消費者傳輸到雲端的數據量激增，雲計算市場經歷了顯著增長。

“歐洲將在預測期內佔據很大的市場份額”

未來兩年，即 2022 年和 2023 年，歐洲企業可能會增加對雲服務的使用。預計在不久的將來，歐洲的數據中心本地化將對最終用戶發揮重要作用。

內容

第一章介紹

第二章研究方法論

第 3 章執行摘要

第 4 章重要注意事項

第 5 章市場概述

  • 介紹
  • 市場動態
    • 司機
    • 約束因素
    • 機會
    • 任務
  • 價值鏈分析
  • 生態系統分析
  • 平均售價 (ASP) 分析
  • 影響客戶業務的趨勢/顛覆
  • 技術分析
  • 波特的五力分析
  • 主要利益相關者和採購標準
  • 案例研究分析
  • 貿易數據分析
  • 專利分析
  • 主要會議和活動
  • 數據中心加速器市場標準和指南
  • 監管狀況

第 6 章數據中心加速器市場：按處理器類型分類

  • 介紹
  • 中央處理器
  • GPU
  • FPGA
  • ASIC

第 7 章數據中心加速器市場：按類型

  • 介紹
  • 雲數據中心
  • 高性能計算數據中心

第 8 章數據中心加速器市場：按應用分類

  • 介紹
  • 深度學習訓練
  • 公共雲推理
  • 企業推理

第 9 章數據中心加速器市場：按地區

  • 介紹
  • 北美
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 英國
    • 德國
    • 荷蘭
    • 其他
  • 亞太地區
    • 中國
    • 日本
    • 新加坡
    • 印度
    • 澳大利亞
    • 其他
  • 其他地區
    • 巴西
    • 其他

第10章競爭格局

  • 介紹
  • 主要公司/有影響力的公司採用的戰略
  • 市場份額分析
  • 五年企業收益分析
  • 企業評估象限
  • 企業足跡
  • 競爭基準
  • 中小企業評估象限
  • 競爭情景和趨勢

第11章公司簡介

  • 主要公司
    • INTEL CORPORATION
    • NVIDIA CORPORATION
    • ADVANCED MICRO DEVICES, INC
    • MICRON TECHNOLOGY, INC.
    • QUALCOMM TECHNOLOGIES, INC.
    • IBM CORPORATION
    • GOOGLE
    • MARVELL
    • ACHRONIX SEMICONDUCTOR CORPORATION
    • DELL INC.
  • 其他企業
    • GRAPHCORE
    • HUAWEI TECHNOLOGIES
    • FUJITSU
    • WAVE COMPUTING
    • SAMBANOVA SYSTEMS, INC.
    • GYRFALCON TECHNOLOGY INC.
    • NEC CORPORATION
    • LATTICE SEMICONDUCTOR
    • ENFLAME TECHNOLOGY
    • MICROCHIP TECHNOLOGY INC.
    • LEAPMIND INC.
    • QNAP SYSTEMS, INC.
    • ADVANTECH CO., LTD.
    • SEMPTIAN
    • CISCO SYSTEMS, INC.

第12章 附錄

簡介目錄
Product Code: SE 6553

The Data Center Accelerator market size is estimated to be USD 21.2 billion in 2022 and is projected to reach USD 64.0 billion by 2027, at a CAGR of 24.7% during the forecast period. The boom in the data center accelerator market is mostly due to the increasing number of companies offering machine learning as a service and increasing demand for FPGA-based accelerators. Moreover, technological innovations and rising investments have further accelerated the growth of the data center accelerator market. Competitive manufacturing costs, and high economic growth rates, are some of the other major factors driving the growth of the data center accelerator market.

"Enterprise Inference to contribute to high growth rate during 2022 to 2027"

With businesses realizing the dynamism of what can be done with their data, they are moving on from their existing resources to well-equipped data centers to aid better data management. Data centers have become a top priority for businesses across the globe to measure up their IT infrastructure requirements. With this shift in addressing information, data centers have moved beyond being just an additional storage facility. Hence, the enterprise inference segment is expected to grow at a higher growth rate in the coming five years.

"Cloud Data Centers to hold maximum market share between 2022 and 2027"

The increasing demand for every application, like entertainment, gaming, databases, etc., has evidently increased the need for more data centers worldwide. Although data centers are required in the current scenario and will increase soon due to space constraints and increased capital for its establishment, repair, maintenance, cooling, etc., an increase in the adoption of cloud data centers has come into the picture, in which organizations lease their infrastructure to a third-party partner and access data center resources over the internet. The cloud computing market has witnessed significant growth in recent years owing to the surge in the volume of data being transferred to the cloud from consumers.

"Europe to hold a significant market share during the forecast period"

Enterprises in Europe could increase the use of cloud services in the next two years. i.e., 2022 and 2023. The region will experience the activation of cloud service-based legal methods, such as the Code of Conduct created by Cloud Infrastructure Services Providers (Europe) and OpenCloud Foundation (Brussels) regulation, to promote cloud services and create cloud data standards in Europe. The localization of data centers in Europe will play a vital role for end users in the near future. Hence, the European region will witness a significant market share during the forecast period, i.e., between 2022 to 2027.

Intel Corporation (US), NVIDIA Corporation (US), Advanced Micro Devices, Inc (US), Micron Technology, Inc., and Qualcomm Technologies, Inc. (US) are the key players in the data center accelerator market. These top players have strong portfolios of products and services and a presence in both mature and emerging markets.

The study includes an in-depth competitive analysis of these key players in the data center accelerator market, with their company profiles, recent developments, and key market strategies.

Research Coverage

The report covers the description, definitions, and forecasts of the data center accelerator market along with its market segmentation based on type, processor type, application, and region. A detailed description of all the factors influencing the growth or decline of the market, such as drivers, restraints, opportunities, and challenges, is provided in the report. A detailed analysis of the competitive developments such as product launches, acquisitions, expansions, contracts, partnerships, and developments carried out by the key players to grow in the market is also included in the report.

Key Benefits of Buying the Report

The report will help peer competitors of this market or market leaders or new entrants regarding the information on the closest market estimation numbers of revenues in different applications and regions, as well as revenues for different market segments as a whole on a global level for market segments as well as sub-segments. Another advantage of the reports is that it will help stakeholders to understand a comprehensive scenario of the competitive landscape in order to gain more insights so that they can better position their businesses and plan suitable strategical developments to sustain in the market. The report provides the stakeholders with information related to the pulse of the market and the key market drivers, restraints, challenges, and opportunities.

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
    • 1.2.1 INCLUSIONS AND EXCLUSIONS
  • 1.3 STUDY SCOPE
    • 1.3.1 MARKETS COVERED
    • FIGURE 1 DATA CENTER ACCELERATOR MARKET: SEGMENTATION
    • 1.3.2 REGIONAL SCOPE
    • 1.3.3 YEARS CONSIDERED
  • 1.4 CURRENCY CONSIDERED
  • 1.5 LIMITATIONS
  • 1.6 STAKEHOLDERS
  • 1.7 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • FIGURE 2 DATA CENTER ACCELERATOR MARKET: PROCESS FLOW OF MARKET SIZE ESTIMATION
    • FIGURE 3 DATA CENTER ACCELERATOR MARKET: RESEARCH DESIGN
    • 2.1.1 SECONDARY DATA
      • 2.1.1.1 Key data from secondary sources
    • 2.1.2 PRIMARY DATA
      • 2.1.2.1 Key industry insights
      • 2.1.2.2 Breakdown of primaries
    • 2.1.3 SECONDARY AND PRIMARY DATA
  • 2.2 MARKET SIZE ESTIMATION
    • 2.2.1 BOTTOM-UP APPROACH
    • FIGURE 4 DATA CENTER ACCELERATOR MARKET: MARKET SIZE ESTIMATION
      • 2.2.1.1 Approach for deriving market share using bottom-up analysis (demand side)
    • 2.2.2 TOP-DOWN APPROACH
      • 2.2.2.1 Approach for deriving market share using top-down analysis (supply side)
  • 2.3 DATA TRIANGULATION
    • FIGURE 5 DATA TRIANGULATION
  • 2.4 RESEARCH ASSUMPTIONS
  • 2.5 RISK ASSESSMENT
  • 2.6 LIMITATIONS

3 EXECUTIVE SUMMARY

    • FIGURE 6 DATA CENTER ACCELERATOR MARKET, 2018-2027
    • FIGURE 7 ASIC SEGMENT TO REGISTER HIGHEST CAGR IN DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE, DURING FORECAST PERIOD
    • FIGURE 8 DEEP LEARNING TRAINING SEGMENT TO HOLD LARGEST SHARE OF DATA CENTER ACCELERATOR MARKET, BY APPLICATION, DURING FORECAST PERIOD
    • FIGURE 9 CLOUD DATA CENTER SEGMENT TO HOLD LARGER SHARE OF DATA CENTER ACCELERATOR MARKET, BY TYPE, DURING REVIEW PERIOD
    • FIGURE 10 ASIA PACIFIC TO REGISTER HIGHEST CAGR IN DATA CENTER ACCELERATOR MARKET DURING REVIEW PERIOD

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES FOR PLAYERS OPERATING IN DATA CENTER ACCELERATOR MARKET
    • FIGURE 11 EXPANDING FPGA-BASED ACCELERATOR MARKET
  • 4.2 DATA CENTER ACCELERATOR MARKET, BY TYPE
    • FIGURE 12 CLOUD DATA CENTER ACCELERATOR SEGMENT TO ACCOUNT FOR HIGHER MARKET SHARE DURING FORECAST PERIOD
  • 4.3 ASIA PACIFIC DATA CENTER ACCELERATOR MARKET, BY TYPE AND COUNTRY
    • FIGURE 13 CLOUD DATA CENTER SEGMENT AND CHINA HELD LARGEST SHARES OF ASIA PACIFIC DATA CENTER ACCELERATOR MARKET IN 2021
  • 4.4 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE
    • FIGURE 14 ASIC SEGMENT TO REGISTER HIGHEST CAGR DURING REVIEW PERIOD
  • 4.5 DATA CENTER ACCELERATOR MARKET, BY COUNTRY
    • FIGURE 15 INDIA TO REGISTER HIGHEST CAGR IN DATA CENTER ACCELERATOR MARKET DURING FORECAST PERIOD

5 MARKET OVERVIEW

  • 5.1 INTRODUCTION
  • 5.2 MARKET DYNAMICS
    • FIGURE 16 DATA CENTER ACCELERATOR MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES
    • 5.2.1 DRIVERS
    • FIGURE 17 DATA CENTER ACCELERATOR MARKET: DRIVERS AND THEIR IMPACT
      • 5.2.1.1 Expanding cloud-based service market
    • TABLE 1 COMPANIES OFFERING CLOUD SERVICES FOR DEEP/MACHINE LEARNING
      • 5.2.1.2 Rising focus on parallel computing in artificial intelligence (AI) data centers
      • 5.2.1.3 Growing use of deep learning technology in big data analytics
      • 5.2.1.4 Rising adoption of data center accelerators in enterprises
    • 5.2.2 RESTRAINTS
    • FIGURE 18 DATA CENTER ACCELERATOR MARKET: RESTRAINTS AND THEIR IMPACT
      • 5.2.2.1 Premium pricing of accelerators
      • 5.2.2.2 Limited availability of artificial intelligence (AI) hardware experts
      • 5.2.2.3 Need for specialized infrastructure
    • 5.2.3 OPPORTUNITIES
    • FIGURE 19 DATA CENTER ACCELERATOR MARKET: OPPORTUNITIES AND THEIR IMPACT
      • 5.2.3.1 Increasing demand for field programmable gate array (FPGA)-based accelerators
      • 5.2.3.2 Rising need for co-processors with slowdown in Moore's Law
    • FIGURE 20 SLOWDOWN IN MOORE'S LAW
      • 5.2.3.3 Increasing number of companies offering Machine Learning-as-a-Service (MLaaS)
    • 5.2.4 CHALLENGES
    • FIGURE 21 DATA CENTER ACCELERATOR MARKET: CHALLENGES AND THEIR IMPACT
      • 5.2.4.1 Unreliability of artificial intelligence (AI) algorithms
      • 5.2.4.2 Complex artificial intelligence (AI) mechanisms
      • 5.2.4.3 High electricity consumption by data centers
  • 5.3 VALUE CHAIN ANALYSIS
    • FIGURE 22 DATA CENTER ACCELERATOR MARKET: VALUE CHAIN ANALYSIS
  • 5.4 ECOSYSTEM ANALYSIS
    • TABLE 2 DATA CENTER ACCELERATOR MARKET: ECOSYSTEM ANALYSIS
  • 5.5 AVERAGE SELLING PRICE (ASP) ANALYSIS
    • TABLE 3 AVERAGE SELLING PRICE OF DATA CENTER ACCELERATOR CARDS, 2021
    • TABLE 4 AVERAGE SELLING PRICE OF PROCESSOR TYPES, 2018-2021 (USD)
  • 5.6 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES
    • FIGURE 23 TRENDS/DISRUPTIONS IMPACTING CUSTOMERS' BUSINESSES RELATED TO DATA CENTER ACCELERATOR MARKET
  • 5.7 TECHNOLOGY ANALYSIS
    • 5.7.1 CLOUD GRAPHICS PROCESSING UNIT (GPU)
    • 5.7.2 ARTIFICIAL INTELLIGENCE (AI)
    • 5.7.3 DEEP LEARNING IN BIG DATA ANALYTICS
    • 5.7.4 PARALLEL COMPUTING IN DATA CENTERS
  • 5.8 PORTER'S FIVE FORCES ANALYSIS
    • TABLE 5 DATA CENTER ACCELERATOR MARKET: PORTER'S FIVE FORCES ANALYSIS
    • FIGURE 24 DATA CENTER ACCELERATOR MARKET: PORTER'S FIVE FORCE ANALYSIS
    • 5.8.1 BARGAINING POWER OF SUPPLIERS
    • 5.8.2 BARGAINING POWER OF BUYERS
    • 5.8.3 THREAT OF NEW ENTRANTS
    • 5.8.4 THREAT OF SUBSTITUTES
    • 5.8.5 INTENSITY OF COMPETITIVE RIVALRY
  • 5.9 KEY STAKEHOLDERS AND BUYING CRITERIA
    • 5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS
    • FIGURE 25 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY APPLICATION
    • TABLE 6 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS, BY APPLICATION (%)
    • 5.9.2 BUYING CRITERIA
    • FIGURE 26 KEY BUYING CRITERIA, BY APPLICATION
    • TABLE 7 KEY BUYING CRITERIA, BY APPLICATION
  • 5.10 CASE STUDY ANALYSIS
    • 5.10.1 TWITCH USES XILINX'S ULTRASCALE+ FPGA ACCELERATION AND NGCODEC'S VP9 ENCODER IP TRANSCODING SOLUTIONS FOR LIVE VIDEO STREAMING
    • 5.10.2 XILINX POWERS ALIBABA CLOUD FAAS WITH AI ACCELERATION SOLUTION FOR E-COMMERCE BUSINESS
    • 5.10.3 ACCELERATION OF DARK MATTER SEARCH USING ARTIFICIAL INTELLIGENCE
    • 5.10.4 ACCELERATION OF CFD USING XILINX ALVEO FPGA
    • 5.10.5 OTHER USE CASES
      • 5.10.5.1 Development of FPGA-accelerated deep neural network by Myrtle
      • 5.10.5.2 Intel's deep learning solutions help Somatic's robots
      • 5.10.5.3 Operational improvements in smart cities using artificial intelligence (AI)
      • 5.10.5.4 Use of artificial intelligence (AI) in diagnostic radiology
      • 5.10.5.5 Development of Global Accelerator by Atlassian
      • 5.10.5.6 Adoption of Zymer's CloudTech by Cisco
      • 5.10.5.7 Adoption of DSI's Prefabricated Modular Data Center solution by University of California
      • 5.10.5.8 Adoption of SCMA's SAP technology
  • 5.11 TRADE DATA ANALYSIS
    • TABLE 8 IMPORT DATA OF PARTS AND ACCESSORIES OF MACHINES, BY COUNTRY, 2017-2021 (USD MILLION)
    • TABLE 9 EXPORT DATA OF PARTS AND ACCESSORIES OF MACHINES, BY COUNTRY, 2017-2021 (USD MILLION)
  • 5.12 PATENT ANALYSIS
    • TABLE 10 NOTABLE PATENTS RELATED TO DATA CENTER ACCELERATOR MARKET
    • TABLE 11 NUMBER OF PATENTS RELATED TO DATA CENTER ACCELERATOR MARKET IN LAST 10 YEARS
    • FIGURE 27 TOP 10 COMPANIES WITH HIGHEST NUMBER OF PATENT APPLICATIONS IN LAST 10 YEARS
    • FIGURE 28 NUMBER OF PATENTS GRANTED PER YEAR, 2012-2021
  • 5.13 KEY CONFERENCES AND EVENTS, 2022-2023
    • TABLE 12 DATA CENTER ACCELERATOR MARKET: DETAILED LIST OF CONFERENCES AND EVENTS
  • 5.14 STANDARDS AND GUIDELINES FOR DATA CENTER ACCELERATOR MARKET
    • 5.14.1 STORAGE NETWORKING INDUSTRY ASSOCIATION (SNIA)
    • 5.14.2 TELECOMMUNICATION INFRASTRUCTURE STANDARD FOR DATA CENTERS
    • 5.14.3 DISTRIBUTED MANAGEMENT TASK FORCE (DMTF) STANDARD
    • 5.14.4 ELECTRONICS INDUSTRY ASSOCIATION (EIA)
    • 5.14.5 TELECOMMUNICATION INDUSTRY ASSOCIATION (TIA)
    • 5.14.6 DATA CENTER SITE INFRASTRUCTURE TIER STANDARD (UPTIME INSTITUTE)
    • 5.14.7 STORAGE NETWORKING INDUSTRY ASSOCIATION (SNIA) AND CLOUD DATA MANAGEMENT INFERENCE (CDMI)
  • 5.15 REGULATORY LANDSCAPE
    • 5.15.1 NORTH AMERICA
      • 5.15.1.1 Export-Import regulations
    • 5.15.2 EUROPE
      • 5.15.2.1 Restriction of Hazardous Substances (ROHS) and Waste Electrical and Electronic Equipment (WEEE) Directives
      • 5.15.2.2 Registration, Evaluation, Authorization, and Restriction of Chemicals (REACH)
      • 5.15.2.3 General Data Protection Regulation (GDPR)

6 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE

  • 6.1 INTRODUCTION
    • FIGURE 29 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE
    • FIGURE 30 ASIC SEGMENT TO REGISTER HIGHEST CAGR IN DATA CENTER ACCELERATOR MARKET DURING FORECAST PERIOD
    • TABLE 13 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE, 2018-2021 (USD MILLION)
    • TABLE 14 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE, 2022-2027 (USD MILLION)
    • TABLE 15 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE, 2018-2021 (THOUSAND UNITS)
    • TABLE 16 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE, 2022-2027 (THOUSAND UNITS)
  • 6.2 CENTRAL PROCESSING UNIT (CPU)
    • 6.2.1 CENTRAL PROCESSING UNIT (CPU) CONSISTS OF FEW CORES THAT OPTIMIZE SEQUENTIAL SERIAL PROCESSING
    • TABLE 17 CPU: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2018-2021 (USD MILLION)
    • TABLE 18 CPU: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
    • TABLE 19 CPU: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 20 CPU: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
  • 6.3 GRAPHICS PROCESSING UNIT (GPU)
    • 6.3.1 GRAPHICS PROCESSING UNIT (GPU) DEVELOPED TO DELIVER HIGH-PERFORMANCE TO DATA CENTERS
    • TABLE 21 GPU: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2018-2021 (USD MILLION)
    • TABLE 22 GPU: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
    • TABLE 23 GPU: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 24 GPU: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
  • 6.4 FIELD PROGRAMMABLE GATE ARRAY (FPGA)
    • 6.4.1 FIELD PROGRAMMABLE GATE ARRAY (FPGA) USED PRIMARILY IN MACHINE LEARNING INFERENCE, VIDEO ALGORITHMS, AND SMALL-VOLUME SPECIALIZED APPLICATIONS
    • TABLE 25 FPGA: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2018-2021 (USD MILLION)
    • TABLE 26 FPGA: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
    • TABLE 27 FPGA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 28 FPGA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
  • 6.5 APPLICATION-SPECIFIC INTEGRATED CIRCUIT (ASIC)
    • 6.5.1 APPLICATION-SPECIFIC INTEGRATED CIRCUIT (ASIC) OFFERS MAXIMUM PERFORMANCE AT GIVEN POWER
    • TABLE 29 ASIC: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2018-2021 (USD MILLION)
    • TABLE 30 ASIC: DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
    • TABLE 31 ASIC: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 32 ASIC: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)

7 DATA CENTER ACCELERATOR MARKET, BY TYPE

  • 7.1 INTRODUCTION
    • FIGURE 31 DATA CENTER ACCELERATOR MARKET, BY TYPE
    • FIGURE 32 CLOUD DATA CENTER ACCELERATOR MARKET TO REGISTER HIGHER CAGR DURING FORECAST PERIOD
    • TABLE 33 DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 34 DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
  • 7.2 CLOUD DATA CENTER
    • 7.2.1 RISING DEMAND FOR CO-PROCESSORS WITH INCREASE IN DATA TRANSFER TO CLOUD
    • TABLE 35 CLOUD DATA CENTER: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE, 2018-2021 (USD MILLION)
    • TABLE 36 CLOUD DATA CENTER: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE, 2022-2027 (USD MILLION)
    • TABLE 37 CLOUD DATA CENTER: DATA CENTER ACCELERATOR MARKET, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 38 CLOUD DATA CENTER: DATA CENTER ACCELERATOR MARKET, BY REGION, 2022-2027 (USD MILLION)
  • 7.3 HIGH-PERFORMANCE COMPUTING (HPC) DATA CENTER
    • 7.3.1 RISING USE OF HIGH-PERFORMANCE COMPUTING (HPC) TO RUN HIGH-LEVEL COMPUTATIONAL ALGORITHMS THAT REQUIRE COMPLEX ANALYTICS
    • TABLE 39 HPC DATA CENTER: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE, 2018-2021 (USD MILLION)
    • TABLE 40 HPC DATA CENTER: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE, 2022-2027 (USD MILLION)
    • TABLE 41 HPC DATA CENTER: DATA CENTER ACCELERATOR MARKET, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 42 HPC DATA CENTER: DATA CENTER ACCELERATOR MARKET, BY REGION, 2022-2027 (USD MILLION)

8 DATA CENTER ACCELERATOR MARKET, BY APPLICATION

  • 8.1 INTRODUCTION
    • FIGURE 33 DATA CENTER ACCELERATOR MARKET, BY APPLICATION
    • FIGURE 34 ENTERPRISE INFERENCE SEGMENT TO REGISTER HIGHEST CAGR IN DATA CENTER ACCELERATOR MARKET DURING FORECAST PERIOD
    • TABLE 43 DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2018-2021 (USD MILLION)
    • TABLE 44 DATA CENTER ACCELERATOR MARKET, BY APPLICATION, 2022-2027 (USD MILLION)
  • 8.2 DEEP LEARNING TRAINING
    • 8.2.1 DEEP LEARNING USES ARTIFICIAL NEURAL NETWORKS TO LEARN MULTIPLE LEVELS OF DATA
    • TABLE 45 DEEP LEARNING TRAINING: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE 2018-2021 (USD MILLION)
    • TABLE 46 DEEP LEARNING TRAINING: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE, 2022-2027 (USD MILLION)
  • 8.3 PUBLIC CLOUD INFERENCE
    • 8.3.1 PUBLIC CLOUD INFERENCE REDUCES INFRASTRUCTURE COSTS
    • TABLE 47 PUBLIC CLOUD INFERENCE: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE, 2018-2021 (USD MILLION)
    • TABLE 48 PUBLIC CLOUD INFERENCE: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE, 2022-2027 (USD MILLION)
  • 8.4 ENTERPRISE INFERENCE
    • 8.4.1 HYBRID CLOUD ARCHITECTURES ENABLE APPLICATIONS TO OPERATE WITH HIGH PERFORMANCE ON AMAZON WEB SERVICES
    • TABLE 49 ENTERPRISE INFERENCE: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE, 2018-2021 (USD MILLION)
    • TABLE 50 ENTERPRISE INFERENCE: DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE, 2022-2027 (USD MILLION)

9 DATA CENTER ACCELERATOR MARKET, BY REGION

  • 9.1 INTRODUCTION
    • FIGURE 35 DATA CENTER ACCELERATOR MARKET, BY REGION
    • FIGURE 36 DATA CENTER ACCELERATOR MARKET: REGIONAL SNAPSHOT
    • TABLE 51 DATA CENTER ACCELERATOR MARKET, BY REGION, 2018-2021 (USD MILLION)
    • TABLE 52 DATA CENTER ACCELERATOR MARKET, BY REGION, 2022-2027 (USD MILLION)
  • 9.2 NORTH AMERICA
    • FIGURE 37 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET SNAPSHOT
    • TABLE 53 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 54 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 55 NORTH AMERICA: HPC DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 56 NORTH AMERICA: HPC DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 57 NORTH AMERICA: CLOUD DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 58 NORTH AMERICA: CLOUD DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 59 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 60 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • 9.2.1 US
      • 9.2.1.1 Large-scale deployment of modular and co-location facilities
    • TABLE 61 US: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 62 US: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • 9.2.2 CANADA
      • 9.2.2.1 Growing requirement for research and development (R&D) to create need for high-processing data
    • TABLE 63 CANADA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 64 CANADA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • 9.2.3 MEXICO
      • 9.2.3.1 Rising investments by tech companies to tap data center-related business opportunities
    • TABLE 65 MEXICO: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 66 MEXICO: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
  • 9.3 EUROPE
    • FIGURE 38 EUROPE: DATA CENTER ACCELERATOR MARKET SNAPSHOT
    • TABLE 67 EUROPE: DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 68 EUROPE: DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 69 EUROPE: HPC DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 70 EUROPE: HPC DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 71 EUROPE: CLOUD DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 72 EUROPE: CLOUD DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 73 EUROPE: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 74 EUROPE: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • 9.3.1 UK
      • 9.3.1.1 Increasing demand for artificial intelligence (AI)-based solutions
    • TABLE 75 UK: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 76 UK: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • 9.3.2 GERMANY
      • 9.3.2.1 Increased demand for data centers and co-location operators with growth in adoption of cloud computing and Industry 4.0 technologies
    • TABLE 77 GERMANY: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 78 GERMANY: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • 9.3.3 NETHERLANDS
      • 9.3.3.1 Increasing enhancements in digital infrastructures
    • TABLE 79 NETHERLANDS: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 80 NETHERLANDS: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • 9.3.4 REST OF EUROPE
    • TABLE 81 REST OF EUROPE: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 82 REST OF EUROPE: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
  • 9.4 ASIA PACIFIC
    • FIGURE 39 ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET SNAPSHOT
    • TABLE 83 ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 84 ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 85 ASIA PACIFIC: HPC DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 86 ASIA PACIFIC: HPC DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 87 ASIA PACIFIC: CLOUD DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 88 ASIA PACIFIC: CLOUD DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 89 ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 90 ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • 9.4.1 CHINA
      • 9.4.1.1 Increasing investments in technological advancements
    • TABLE 91 CHINA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 92 CHINA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • 9.4.2 JAPAN
      • 9.4.2.1 Rising adoption of artificial intelligence (AI) by multinational companies across different industries
    • TABLE 93 JAPAN: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 94 JAPAN: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • 9.4.3 SINGAPORE
      • 9.4.3.1 Increasing use of data center cloud services by small and mid-sized companies
    • TABLE 95 SINGAPORE: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 96 SINGAPORE: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • 9.4.4 INDIA
      • 9.4.4.1 Rising data center operations with high demand for IT services from domestic and international markets
    • TABLE 97 INDIA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 98 INDIA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • 9.4.5 AUSTRALIA
      • 9.4.5.1 Rising number of modular data centers
    • TABLE 99 AUSTRALIA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 100 AUSTRALIA: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • 9.4.6 REST OF ASIA PACIFIC
    • TABLE 101 REST OF ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 102 REST OF ASIA PACIFIC: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
  • 9.5 ROW
    • TABLE 103 ROW: DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 104 ROW: DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 105 ROW: HPC DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 106 ROW: HPC DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 107 ROW: CLOUD DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2018-2021 (USD MILLION)
    • TABLE 108 ROW: CLOUD DATA CENTER ACCELERATOR MARKET, BY COUNTRY, 2022-2027 (USD MILLION)
    • TABLE 109 ROW: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 110 ROW: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • 9.5.1 BRAZIL
      • 9.5.1.1 Expanding computing services market
    • TABLE 111 BRAZIL: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 112 BRAZIL: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)
    • 9.5.2 OTHERS IN ROW
    • TABLE 113 OTHERS IN ROW: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2018-2021 (USD MILLION)
    • TABLE 114 OTHERS IN ROW: DATA CENTER ACCELERATOR MARKET, BY TYPE, 2022-2027 (USD MILLION)

10 COMPETITIVE LANDSCAPE

  • 10.1 INTRODUCTION
  • 10.2 STRATEGIES ADOPTED BY KEY PLAYERS/RIGHT TO WIN
    • TABLE 115 OVERVIEW OF STRATEGIES DEPLOYED BY KEY PLAYERS IN THE DATA CENTER ACCELERATOR MARKET
    • 10.2.1 PRODUCT PORTFOLIO
    • 10.2.2 REGIONAL FOCUS
    • 10.2.3 MANUFACTURING FOOTPRINT
    • 10.2.4 ORGANIC/INORGANIC GROWTH STRATEGIES
  • 10.3 MARKET SHARE ANALYSIS, 2021
    • TABLE 116 DATA CENTER ACCELERATOR MARKET: DEGREE OF COMPETITION, 2021
  • 10.4 FIVE-YEAR COMPANY REVENUE ANALYSIS
    • FIGURE 40 FIVE-YEAR SEGMENTAL REVENUE ANALYSIS OF TOP FIVE MARKET PLAYERS
  • 10.5 COMPANY EVALUATION QUADRANT
    • 10.5.1 STARS
    • 10.5.2 EMERGING LEADERS
    • 10.5.3 PERVASIVE PLAYERS
    • 10.5.4 PARTICIPANTS
    • FIGURE 41 COMPANY EVALUATION QUADRANT: DATA CENTER ACCELERATOR MARKET, 2021
  • 10.6 COMPANY FOOTPRINT
    • TABLE 117 OVERALL COMPANY FOOTPRINT
    • TABLE 118 APPLICATION: COMPANY FOOTPRINT
    • TABLE 119 REGION: COMPANY FOOTPRINT
  • 10.7 COMPETITIVE BENCHMARKING
    • 10.7.1 STARTUP EVALUATION MATRIX: DATA CENTER ACCELERATOR MARKET
    • TABLE 120 DATA CENTER ACCELERATOR MARKET: LIST OF KEY STARTUPS/SMES
    • TABLE 121 DATA CENTER ACCELERATOR MARKET: COMPETITIVE BENCHMARKING OF KEY STARTUPS/SMES
  • 10.8 SMALL AND MEDIUM-SIZED ENTERPRISES (SMES) EVALUATION QUADRANT
    • 10.8.1 PROGRESSIVE COMPANIES
    • 10.8.2 RESPONSIVE COMPANIES
    • 10.8.3 DYNAMIC COMPANIES
    • 10.8.4 STARTING BLOCKS
    • FIGURE 42 SME EVALUATION QUADRANT: DATA CENTER ACCELERATOR MARKET, 2021
  • 10.9 COMPETITIVE SCENARIOS AND TRENDS
    • 10.9.1 DATA CENTER ACCELERATOR MARKET: PRODUCT LAUNCHES, JANUARY 2020-AUGUST 2022
    • 10.9.2 DATA CENTER ACCELERATOR MARKET: DEALS, JANUARY 2020-AUGUST 2022

11 COMPANY PROFILES

  • (Business Overview, Products/Solutions/Services Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats))**
  • 11.1 INTRODUCTION
  • 11.2 KEY PLAYERS
    • 11.2.1 INTEL CORPORATION
    • TABLE 122 INTEL CORPORATION: COMPANY OVERVIEW
    • FIGURE 43 INTEL CORPORATION: COMPANY SNAPSHOT
    • 11.2.2 NVIDIA CORPORATION
    • TABLE 123 NVIDIA CORPORATION: COMPANY OVERVIEW
    • FIGURE 44 NVIDIA CORPORATION: COMPANY SNAPSHOT
    • 11.2.3 ADVANCED MICRO DEVICES, INC
    • TABLE 124 ADVANCED MICRO DEVICES, INC: COMPANY OVERVIEW
    • FIGURE 45 ADVANCED MICRO DEVICES, INC: COMPANY SNAPSHOT
    • 11.2.4 MICRON TECHNOLOGY, INC.
    • TABLE 125 MICRON TECHNOLOGY, INC.: COMPANY OVERVIEW
    • FIGURE 46 MICRON TECHNOLOGY, INC.: COMPANY SNAPSHOT
    • 11.2.5 QUALCOMM TECHNOLOGIES, INC.
    • TABLE 126 QUALCOMM TECHNOLOGIES, INC.: COMPANY OVERVIEW
    • FIGURE 47 QUALCOMM TECHNOLOGIES, INC.: COMPANY SNAPSHOT
    • 11.2.6 IBM CORPORATION
    • TABLE 127 IBM CORPORATION: COMPANY OVERVIEW
    • FIGURE 48 IBM CORPORATION: COMPANY SNAPSHOT
    • 11.2.7 GOOGLE
    • TABLE 128 GOOGLE: COMPANY OVERVIEW
    • FIGURE 49 GOOGLE: COMPANY SNAPSHOT
    • 11.2.8 MARVELL
    • TABLE 129 MARVELL: COMPANY OVERVIEW
    • FIGURE 50 MARVELL: COMPANY SNAPSHOT
    • 11.2.9 ACHRONIX SEMICONDUCTOR CORPORATION
    • TABLE 130 ACHRONIX SEMICONDUCTOR CORPORATION: COMPANY OVERVIEW
    • 11.2.10 DELL INC.
    • TABLE 131 DELL INC.: COMPANY OVERVIEW
    • FIGURE 51 DELL INC.: COMPANY SNAPSHOT
  • 11.3 OTHER PLAYERS
    • 11.3.1 GRAPHCORE
    • 11.3.2 HUAWEI TECHNOLOGIES
    • 11.3.3 FUJITSU
    • 11.3.4 WAVE COMPUTING
    • 11.3.5 SAMBANOVA SYSTEMS, INC.
    • 11.3.6 GYRFALCON TECHNOLOGY INC.
    • 11.3.7 NEC CORPORATION
    • 11.3.8 LATTICE SEMICONDUCTOR
    • 11.3.9 ENFLAME TECHNOLOGY
    • 11.3.10 MICROCHIP TECHNOLOGY INC.
    • 11.3.11 LEAPMIND INC.
    • 11.3.12 QNAP SYSTEMS, INC.
    • 11.3.13 ADVANTECH CO., LTD.
    • 11.3.14 SEMPTIAN
    • 11.3.15 CISCO SYSTEMS, INC.
  • *Details on Business Overview, Products/Solutions/Services Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats) might not be captured in case of unlisted companies.

12 APPENDIX

  • 12.1 DISCUSSION GUIDE
  • 12.2 KNOWLEDGESTORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 12.3 CUSTOMIZATION OPTIONS
  • 12.4 RELATED REPORTS
  • 12.5 AUTHOR DETAILS