Table of Content


1 INTRODUCTION 13
1.1 STUDY OBJECTIVES 13
1.2 DEFINITION 13
1.3 STUDY SCOPE 14
1.3.1 MARKETS COVERED 14
1.3.2 DATA CENTER ACCELERATOR MARKET, BY GEOGRAPHY 14
1.3.3 YEARS CONSIDERED 15
1.4 CURRENCY 15
1.5 LIMITATIONS 15
1.6 STAKEHOLDERS 16

2 RESEARCH METHODOLOGY 17
2.1 RESEARCH DATA 17
2.1.1 SECONDARY DATA 18
2.1.1.1 Secondary sources 18
2.1.2 PRIMARY DATA 19
2.1.2.1 Key data from primary sources 19
2.1.2.2 Key industry insights 20
2.1.2.3 Breakdown of primaries 20
2.2 MARKET SIZE ESTIMATION 21
2.2.1 BOTTOM-UP APPROACH 22
2.2.2 TOP-DOWN APPROACH 22
2.3 MARKET BREAKDOWN & DATA TRIANGULATION 23
2.4 RESEARCH ASSUMPTION 25

3 EXECUTIVE SUMMARY 26

4 PREMIUM INSIGHT 32
4.1 ATTRACTIVE OPPORTUNITIES IN DATA CENTER ACCELERATOR MARKET 32
4.2 DATA CENTER ACCELERATOR MARKET, BY TYPE 33
4.3 MARKET FOR CLOUD DATA CENTER ACCELERATOR, BY COUNTRY 33
4.4 DATA CENTER ACCELERATOR MARKET IN APAC IN 2018, BY COUNTRY & APPLICATION 34
4.5 DATA CENTER ACCELERATOR MARKET FOR DEEP LEARNING TRAINING,
BY PROCESSOR TYPE 34
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5 MARKET OVERVIEW 35
5.1 INTRODUCTION 35
5.2 MARKET DYNAMICS 35
5.2.1 DRIVERS 36
5.2.1.1 Growth of cloud-based services 36
5.2.1.2 Growing demand for AI in HPC data centers 36
5.2.1.3 Focus toward parallel computing in AI data centers 37
5.2.2 RESTRAINTS 37
5.2.2.1 Premium pricing of accelerators 37
5.2.2.2 Limited AI hardware experts 37
5.2.3 OPPORTUNITIES 38
5.2.3.1 Rising market for FPGA-based accelerators 38
5.2.3.2 Rising need of coprocessors due to slowdown of Moore’s Law 38
5.2.4 CHALLENGE 39
5.2.4.1 Unreliability of AI algorithms 39
5.2.4.2 Creating models and mechanisms of AI in cloud 39

6 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE 40
6.1 INTRODUCTION 41
6.2 CPU 42
6.3 GPU 44
6.4 FPGA 46
6.5 ASIC 48

7 DATA CENTER ACCELERATOR MARKET, BY TYPE 50
7.1 INTRODUCTION 51
7.2 CLOUD DATA CENTER 52
7.3 HPC DATA CENTER 54

8 DATA CENTER ACCELERATOR MARKET, BY APPLICATION 56
8.1 INTRODUCTION 57
8.2 DEEP LEARNING TRAINING 58
8.3 PUBLIC CLOUD INTERFACE 59
8.4 ENTERPRISE INTERFACE 61

9 GEOGRAPHIC ANALYSIS 63
9.1 INTRODUCTION 64
9.2 NORTH AMERICA 67
9.2.1 US 71
9.2.2 CANADA 71
9.2.3 MEXICO 72
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9.3 EUROPE 72
9.3.1 UK 75
9.3.2 GERMANY 76
9.3.3 THE NETHERLANDS 76
9.3.4 REST OF EUROPE 76
9.4 APAC 77
9.4.1 CHINA 81
9.4.2 JAPAN 81
9.4.3 SINGAPORE 81
9.4.4 INDIA 82
9.4.5 AUSTRALIA 82
9.4.6 REST OF APAC 82
9.5 ROW 83
9.5.1 BRAZIL 85
9.5.2 OTHERS 85

10 COMPETITIVE LANDSCAPE 86
10.1 MARKET RANKING ANALYSIS: DATA CENTER ACCELERATOR MARKET 87
10.2 COMPETITIVE SITUATIONS AND TRENDS 88
10.2.1 PRODUCT/SOLUTION LAUNCHES 88
10.2.2 PARTNERSHIPS/COLLABORATIONS 88
10.2.3 ACQUISITIONS 89
10.2.4 EXPANSIONS 89

11 COMPANY PROFILES 90
11.1 KEY PLAYERS 90
(Business Overview, Products & Solutuions, Key Insights, Recent Developments, SWOT Analysis, MnM View)*
11.1.1 NVIDIA 90
11.1.2 INTEL 94
11.1.3 ALPHABET 97
11.1.4 ADVANCED MICRO DEVICES (AMD) 100
11.1.5 ACHRONIX SEMICONDUCTOR 103
11.1.6 ORACLE 105
11.1.7 XILINX 107
11.1.8 IBM 109
11.1.9 HP 111
11.1.10 DELL 113
11.1.11 LENOVO 115
11.1.12 FUJITSU 115
11.1.13 CISCO 116
*Details on Business Overview, Products & Solutions, Key Insights, Recent Developments, SWOT Analysis, MnM View might not be captured in case of unlisted companies.
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11.2 KEY INNOVATORS 117
11.2.1 LEAP MOTION 117
11.2.2 ALGOLUX 117
11.2.3 CLARIFAI 118
11.2.4 DITTO LABS 118
11.2.5 MAD STREET DEN 118

12 APPENDIX 119
12.1 INSIGHTS OF INDUSTRY EXPERTS 119
12.2 DISCUSSION GUIDE 120
12.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 123
12.4 AVAILABLE CUSTOMIZATIONS 125
12.5 RELATED REPORTS 125
12.6 AUTHOR DETAILS 126



List of Figures




FIGURE 1 SEGMENTATION OF DATA CENTER ACCELERATOR MARKET 14
FIGURE 2 RESEARCH DESIGN 17
FIGURE 3 PROCESS FLOW OF MARKET SIZE ESTIMATION 21
FIGURE 4 DATA TRIANGULATION 24
FIGURE 5 GPU TO HOLD LARGEST SIZE OF DATA CENTER ACCELERATOR MARKET DURING FORECAST PERIOD 27
FIGURE 6 DATA CENTER ACCELERATOR MARKET FOR ENTERPRISE INTERFACE TO GROW AT HIGHEST CAGR BETWEEN 2018 AND 2023 28
FIGURE 7 MARKET FOR HPC DATA CENTER ACCELERATOR IN APAC TO GROW AT HIGHEST CAGR DURING 2018–2023 29
FIGURE 8 MARKET FOR CLOUD DATA CENTER ACCELERATOR IN APAC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 30
FIGURE 9 DATA CENTER ACCELERATOR MARKET IN APAC EXPECTED TO GROW AT HIGHEST CAGR DURING 2018–2023 31
FIGURE 10 RISING NEED OF COPROCESSORS IN DATA CENTERS DUE TO SLOW DOWN IN MOORE’S LAW AS POTENTIAL OPPORTUNITY FOR MARKET 32
FIGURE 11 MARKET FOR HPC DATA CENTER ACCELERATOR TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 33
FIGURE 12 CLOUD DATA CENTER ACCELERATOR MARKET IN CANADA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 33
FIGURE 13 DEEP LEARNING TRAINING TO HOLD LARGEST SHARE OF DATA CENTER ACCELERATOR MARKET IN APAC IN 2018 34
FIGURE 14 MARKET FOR ASIC IN DEEP LEARNING TRAINING TO GROW AT HIGHER CAGR BETWEEN 2018 AND 2023 34
FIGURE 15 DATA CENTER ACCELERATOR MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 35
FIGURE 16 SLOW DOWN IN MOORE’S LAW 38
FIGURE 17 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE 41
FIGURE 18 DATA CENTER ACCELERATOR MARKET FOR CPU IN APAC TO GROW AT THE HIGHEST CAGR DURING FORECAST PERIOD 43
FIGURE 19 CLOUD DATA CENTER TO HOLD LARGEST SIZE OF DATA CENTER ACCELERATOR MARKET FOR GPU DURING FORECAST PERIOD 45
FIGURE 20 FPGA MARKET FOR PUBLIC CLOUD INTERFACE TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 46
FIGURE 21 ASIC MARKET FOR ENTERPRISE INTERFACE TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 48
FIGURE 22 DATA CENTER ACCELERATOR MARKET, BY TYPE 51
FIGURE 23 CLOUD DATA CENTER ACCELERATOR MARKET IN APAC EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 53
FIGURE 24 GPU TO HOLD LARGEST SIZE OF HPC DATA CENTER ACCELERATOR MARKET DURING FORECAST PERIOD 54
FIGURE 25 DATA CENTER ACCELERATOR MARKET, BY APPLICATION 57
FIGURE 26 DEEP LEARNING TRAINING: MARKET FOR ASIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 58
FIGURE 27 NORTH AMERICA TO HOLD LARGEST SIZE OF DATA CENTER ACCELERATOR MARKET FOR PUBLIC CLOUD INTERFACE DURING FORECAST PERIOD 60
FIGURE 28 ENTERPRISE INTERFACE: MARKET FOR FPGA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 62
FIGURE 29 DATA CENTER ACCELERATOR MARKET SEGMENTATION, BY GEOGRAPHY 64
FIGURE 30 GEOGRAPHIC SNAPSHOT: DATA CENTER ACCELERATOR MARKET IN APAC EXPECTED TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 65
FIGURE 31 DATA CENTER ACCELERATOR MARKET IN INDIA ESTIMATED TO GROW AT HIGHEST CAGR FROM 2018 TO 2023 66
FIGURE 32 SEGMENTATION: NORTH AMERICA, BY COUNTRY 67
FIGURE 33 NORTH AMERICA: DATA CENTER ACCELERATOR MARKET SNAPSHOT 68
FIGURE 34 SEGMENTATION: EUROPE, BY COUNTRY 72
FIGURE 35 EUROPE: DATA CENTER ACCELERATOR MARKET SNAPSHOT 73
FIGURE 36 MARKET SEGMENTATION: APAC, BY COUNTRY 77
FIGURE 37 APAC: DATA CENTER ACCELERATOR MARKET SNAPSHOT 78
FIGURE 38 SEGMENTATION: ROW, BY COUNTRY 83
FIGURE 39 KEY GROWTH STRATEGIES ADOPTED BY TOP COMPANIES, 2015–2017 86
FIGURE 40 NVIDIA: COMPANY SNAPSHOT 91
FIGURE 41 INTEL: COMPANY SNAPSHOT 94
FIGURE 42 ALPHABET: COMPANY SNAPSHOT 97
FIGURE 43 ADVANCED MICRO DEVICES (AMD): COMPANY SNAPSHOT 100
FIGURE 44 ORACLE: COMPANY SNAPSHOT 105
FIGURE 45 XILINX: COMPANY SNAPSHOT 107
FIGURE 46 IBM: COMPANY SNAPSHOT 109
FIGURE 47 HP: COMPANY SNAPSHOT 111
FIGURE 48 DELL: COMPANY SNAPSHOT 113

 

List of Tables




TABLE 1 DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE 2016–2023 (USD MILLION) 41
TABLE 2 DATA CENTER ACCELERATOR MARKET FOR CPU, BY APPLICATION 2016–2023 (USD MILLION) 42
TABLE 3 DATA CENTER ACCELERATOR MARKET FOR CPU, BY TYPE 2016–2023 (USD MILLION) 42
TABLE 4 DATA CENTER ACCELERATOR MARKET FOR CPU, BY REGION 2016–2023 (USD MILLION) 43
TABLE 5 DATA CENTER ACCELERATOR MARKET FOR GPU, BY APPLICATION 2016–2023 (USD MILLION) 44
TABLE 6 DATA CENTER ACCELERATOR MARKET FOR GPU, BY TYPE 2016–2023 (USD MILLION) 45
TABLE 7 DATA CENTER ACCELERATOR MARKET FOR GPU, BY REGION 2016–2023 (USD MILLION) 45
TABLE 8 DATA CENTER ACCELERATOR MARKET FOR FPGA, BY APPLICATION 2016–2023 (USD MILLION) 47
TABLE 9 DATA CENTER ACCELERATOR MARKET FOR FPGA, BY TYPE 2016–2023 (USD MILLION) 47
TABLE 10 DATA CENTER ACCELERATOR MARKET FOR FPGA, BY REGION 2016–2023 (USD MILLION) 47
TABLE 11 DATA CENTER ACCELERATOR MARKET FOR ASIC, BY APPLICATION 2016–2023 (USD MILLION) 48
TABLE 12 DATA CENTER ACCELERATOR MARKET FOR ASIC, BY TYPE 2016–2023 (USD MILLION) 49
TABLE 13 DATA CENTER ACCELERATOR MARKET FOR ASIC, BY REGION 2016–2023 (USD MILLION) 49
TABLE 14 DATA CENTER ACCELERATOR MARKET, BY TYPE, 2016–2023 (USD MILLION) 51
TABLE 15 CLOUD DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE 2016–2023 (USD MILLION) 52
TABLE 16 CLOUD DATA CENTER ACCELERATOR MARKET, BY REGION 2016–2023 (USD MILLION) 53
TABLE 17 HPC DATA CENTER ACCELERATOR MARKET, BY PROCESSOR TYPE 2016–2023 (USD MILLION) 55
TABLE 18 HPC DATA CENTER ACCELERATOR MARKET, BY REGION 2016–2023 (USD MILLION) 55
TABLE 19 DATA CENTER ACCELERATOR MARKET, BY APPLICATION 2016–2023 (USD MILLION) 57
TABLE 20 DATA CENTER ACCELERATOR MARKET FOR DEEP LEARNING TRAINING BY REGION, 2016–2023 (USD MILLION) 58
TABLE 21 DATA CENTER ACCELERATOR MARKET FOR DEEP LEARNING TRAINING BY PROCESSORS TYPE, 2016–2023 (USD MILLION) 59
TABLE 22 DATA CENTER ACCELERATOR MARKET FOR PUBLIC CLOUD INTERFACE BY REGION, 2016–2023 (USD MILLION) 60
TABLE 23 DATA CENTER ACCELERATOR MARKET FOR PUBLIC CLOUD INTERFACE BY PROCESSORS TYPE, 2016–2023 (USD MILLION) 61
TABLE 24 DATA CENTER ACCELERATOR MARKET FOR ENTERPRISE INTERFACE, BY REGION, 2016–2023 (USD MILLION) 61
TABLE 25 DATA CENTER ACCELERATOR MARKET FOR ENTERPRISE INTERFACE BY PROCESSORS TYPE, 2016–2023 (USD MILLION) 62
TABLE 26 DATA CENTER ACCELERATOR MARKET, BY REGION, 2016–2023 (USD MILLION) 66
TABLE 27 DATA CENTER ACCELERATOR MARKET FOR HPC IN NORTH AMERICA, BY COUNTRY, 2016–2023 (USD MILLION) 69
TABLE 28 DATA CENTER ACCELERATOR MARKET FOR CLOUD IN NORTH AMERICA BY COUNTRY, 2016–2023 (USD MILLION) 69
TABLE 29 DATA CENTER ACCELERATOR MARKET IN NORTH AMERICA, BY PROCESSORS TYPE, 2016–2023 (USD MILLION) 69
TABLE 30 DATA CENTER ACCELERATOR MARKET IN NORTH AMERICA, BY APPLICATION, 2016–2023 (USD MILLION) 70
TABLE 31 DATA CENTER ACCELERATOR MARKET IN NORTH AMERICA, BY TYPE 2016–2023 (USD MILLION) 70
TABLE 32 DATA CENTER ACCELERATOR MARKET FOR HPC IN EUROPE, BY COUNTRY 2016–2023 (USD MILLION) 74
TABLE 33 DATA CENTER ACCELERATOR MARKET FOR CLOUD IN EUROPE, BY COUNTRY, 2016–2023 (USD MILLION) 74
TABLE 34 DATA CENTER ACCELERATOR MARKET IN EUROPE, BY PROCESSORS TYPE 2016–2023 (USD MILLION) 74
TABLE 35 DATA CENTER ACCELERATOR MARKET IN EUROPE, BY APPLICATION 2016–2023 (USD MILLION) 75
TABLE 36 DATA CENTER ACCELERATOR MARKET IN EUROPE, BY TYPE 2016–2023 (USD MILLION) 75
TABLE 37 DATA CENTER ACCELERATOR MARKET FOR HPC IN APAC, BY COUNTRY 2016–2023 (USD MILLION) 79
TABLE 38 DATA CENTER ACCELERATOR MARKET FOR CLOUD IN APAC, BY COUNTRY 2016–2023 (USD MILLION) 79
TABLE 39 DATA CENTER ACCELERATOR MARKET IN APAC, BY PROCESSOR TYPE 2016–2023 (USD MILLION) 80
TABLE 40 DATA CENTER ACCELERATOR MARKET IN NORTH AMERICA, BY APPLICATION, 2016–2023 (USD MILLION) 80
TABLE 41 DATA CENTER ACCELERATOR MARKET IN APAC, BY TYPE 2016–2023 (USD MILLION) 80
TABLE 42 DATA CENTER ACCELERATOR MARKET FOR HPC IN ROW, BY COUNTRY 2016–2023 (USD MILLION) 83
TABLE 43 DATA CENTER ACCELERATOR MARKET FOR CLOUD IN ROW, BY COUNTRY 2016–2023 (USD MILLION) 84
TABLE 44 DATA CENTER ACCELERATOR MARKET IN ROW, BY PROCESSORS TYPE 2016–2023 (USD MILLION) 84
TABLE 45 DATA CENTER ACCELERATOR MARKET IN ROW, BY APPLICATION 2016–2023 (USD MILLION) 84
TABLE 46 DATA CENTER ACCELERATOR MARKET IN ROW, BY TYPE 2016–2023 (USD MILLION) 85
TABLE 47 RANKING OF THE TOP 5 PLAYERS IN DATA CENTER ACCELERATOR MARKET, (2017) 87
TABLE 48 PRODUCT / SOLUTION LAUNCHES, 2017–2018 88
TABLE 49 PARTNERSHIPS/COLLABORATIONS, 2017–2018 88
TABLE 50 ACQUISITIONS, 2018 89
TABLE 51 EXPANSIONS, 2016–2018 89