Table of Content

1 INTRODUCTION (Page No. - 27)
    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 (Page No. - 32)
    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 (Page No. - 44)
    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 (Page No. - 48)
    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 (Page No. - 51)
    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
    5.1 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 (Page No. - 87)
    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 (Page No. - 99)
    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 (Page No. - 106)
    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 (Page No. - 114)
    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 (Page No. - 151)
     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 (Page No. - 173)
(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 (Page No. - 238)
     12.1 DISCUSSION GUIDE
     12.2 KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL
     12.3 CUSTOMIZATION OPTIONS
     12.4 RELATED REPORTS
     12.5 AUTHOR DETAILS