TABLE OF CONTENTS
1 INTRODUCTION 15
1.1 OBJECTIVES OF THE STUDY 15
1.2 MARKET DEFINITION 15
1.3 MARKET SCOPE 16
1.4 YEARS CONSIDERED FOR THE STUDY 17
1.5 CURRENCY 17
1.6 STAKEHOLDERS 18
2 RESEARCH METHODOLOGY 19
2.1 RESEARCH DATA 19
2.1.1 SECONDARY DATA 20
2.1.2 PRIMARY DATA 20
2.1.2.1.1 Breakdown of primaries 21
2.1.2.1.2 Key industry insights 22
2.2 MARKET SIZE ESTIMATION 24
2.3 RESEARCH ASSUMPTIONS AND LIMITATIONS 25
2.3.1 ASSUMPTIONS 25
2.3.2 LIMITATIONS 26
3 EXECUTIVE SUMMARY 27
4 PREMIUM INSIGHTS 32
4.1 ATTRACTIVE OPPORTUNITIES IN THE IN-MEMORY ANALYTICS MARKET 32
4.2 IN-MEMORY ANALYTICS MARKET: MARKET SHARE, BY REGIONS 33
4.3 IN-MEMORY ANALYTICS MARKET: BY VERTICAL AND REGION 34
4.4 LIFE CYCLE ANALYSIS, BY REGION, 2017 35
5 MARKET OVERVIEW 36
5.1 MARKET OVERVIEW 36
5.1.1 INTRODUCTION 36
5.1.2 MARKET DYNAMICS 36
5.1.2.1 Drivers 37
5.1.2.1.1 Digital transformation using real-time data analytics 37
5.1.2.1.2 Technological advancements in computing power 37
5.1.2.1.3 Growing volume of data 38
5.1.2.1.4 Growing trend for self-service BI tools 38
5.1.2.2 Restraints 38
5.1.2.2.1 Lack of awareness across industries 38
5.1.2.3 Opportunities 39
5.1.2.3.1 Reduction of main memory hardware costs 39
5.1.2.3.2 Improved scalability and security with cloud-based in-memory analytics 39
5.1.2.3.3 Higher adoption by SMBs 39
5.1.2.4 Challenges 40
5.1.2.4.1 Management and maintenance of data quality 40
5.1.2.4.2 Lack of end user and developer skills to deploy BI applications 40
5.2 INDUSTRY TRENDS 40
5.2.1 INTRODUCTION 40
5.2.2 IN-MEMORY ANALYTICS USE CASES 41
5.2.2.1 Introduction 41
5.2.2.2 Use Case 1: Kognitio (Telecommunications Sector) 41
5.2.2.3 Use Case 2: ActiveViam (Financial Services—Risk Management) 41
5.2.2.4 Use Case 3: ADVIZOR Solutions Inc. (Healthcare Sector— Sudbury Regional Hospital) 42
5.2.3 IN-MEMORY ANALYTICS ARCHITECTURE 42
5.2.3.1 In-memory architecture 43
6 IN-MEMORY ANALYTICS MARKET ANALYSIS, BY COMPONENT 45
6.1 INTRODUCTION 46
6.2 SOFTWARE 47
6.3 SERVICES 48
6.3.1 MANAGED SERVICES 49
6.3.2 PROFESSIONAL SERVICES 50
6.3.2.1 Support and Maintenance 52
6.3.2.2 Consulting 52
7 IN-MEMORY ANALYTICS MARKET ANALYSIS, BY APPLICATION 54
7.1 INTRODUCTION 55
7.2 RISK MANAGEMENT AND FRAUD DETECTION 56
7.3 SALES AND MARKETING OPTIMIZATION 57
7.4 FINANCIAL MANAGEMENT 58
7.5 SUPPLY CHAIN OPTIMIZATION 59
7.6 PREDICTIVE ASSET MANAGEMENT 60
7.7 PRODUCT AND PROCESS MANAGEMENT 61
7.8 OTHER APPLICATIONS 62
8 IN-MEMORY ANALYTICS MARKET ANALYSIS, BY DEPLOYMENT MODEL 63
8.1 INTRODUCTION 64
8.2 ON-PREMISES 65
8.3 CLOUD 65
9 IN-MEMORY ANALYTICS MARKET ANALYSIS, BY ORGANIZATION SIZE 67
9.1 INTRODUCTION 68
9.2 SMALL AND MEDIUM BUSINESSES 69
9.3 LARGE ENTERPRISES 69
10 IN-MEMORY ANALYTICS MARKET ANALYSIS, BY VERTICAL 71
10.1 INTRODUCTION 72
10.2 BFSI 73
10.3 RETAIL & E-COMMERCE 74
10.4 GOVERNMENT & DEFENSE 75
10.5 HEALTHCARE & LIFE SCIENCES 75
10.6 MANUFACTURING 76
10.7 TELECOMMUNICATIONS & IT 77
10.8 ENERGY & UTILITIES 78
10.9 MEDIA & ENTERTAINMENT 79
10.10 TRANSPORTATION & LOGISTICS 80
10.11 OTHERS 81
11 GEOGRAPHIC ANALYSIS 82
11.1 INTRODUCTION 83
11.2 NORTH AMERICA 84
11.3 EUROPE 88
11.4 ASIA-PACIFIC 91
11.5 MIDDLE EAST & AFRICA 95
11.6 LATIN AMERICA 97
12 COMPETITIVE LANDSCAPE 101
12.1 INTRODUCTION 101
12.1.1 VANGUARDS 101
12.1.2 INNOVATORS 101
12.1.3 DYNAMIC 101
12.1.4 EMERGING 101
12.2 MICROQUADRANT 102
12.3 IN-MEMORY ANALYTICS MARKET: PRODUCT OFFERING 103
12.4 IN-MEMORY ANALYTICS MARKET: BUSINESS STRATEGY 104
13 COMPANY PROFILES 105
(Business Overview, Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View)*
13.1 SAP SE 105
13.2 MICROSTRATEGY INCORPORATED 109
13.3 KOGNITIO LTD 112
13.4 SAS INSTITUTE, INC. 114
13.5 HITACHI GROUP COMPANY 117
13.6 ACTIVEVIAM 120
13.7 ORACLE CORPORATION 123
13.8 IBM CORPORATION 127
13.9 INFORMATION BUILDERS, INC. 130
13.10 SOFTWARE AG 133
13.11 AMAZON WEB SERVICES 136
13.12 QLIK TECHNOLOGIES, INC. 138
13.13 ADVIZOR SOLUTIONS, INC. 141
13.14 EXASOL 143
*Details on Business Overview, Products & Services, Key Insights, Recent Developments, SWOT Analysis, MnM View might not be captured in case of unlisted companies.
14 APPENDIX 145
14.1 KEY INSIGHTS OF INDUSTRY EXPERTS 145
14.2 DISCUSSION GUIDE 146
14.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 150
14.4 INTRODUCING RT: REAL-TIME MARKET INTELLIGENCE 152
14.5 AVAILABLE CUSTOMIZATION 153
14.6 RELATED REPORTS 153
14.7 AUTHOR DETAILS 154
TABLE 1 US DOLLAR EXCHANGE RATE, 2014-2016 17
TABLE 2 IN-MEMORY ANALYTICS MARKET SIZE AND GROWTH,
2015–2022 (USD BILLION, Y-O-Y %) 28
TABLE 3 IN-MEMORY ANALYTICS MARKET SIZE, BY COMPONENT,
2015–2022 (USD MILLION) 47
TABLE 4 SOFTWARE: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION,
2015–2022 (USD MILLION) 47
TABLE 5 SERVICES: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION,
2015–2022 (USD MILLION) 49
TABLE 6 SERVICES: IN-MEMORY ANALYTICS MARKET SIZE, BY TYPE,
2015–2022 (USD MILLION) 49
TABLE 7 MANAGED SERVICES: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION,
2015–2022 (USD MILLION) 50
TABLE 8 PROFESSIONAL SERVICES: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION, 2015–2022 (USD MILLION) 51
TABLE 9 PROFESSIONAL SERVICES: IN-MEMORY ANALYTICS MARKET SIZE, BY TYPE,
2015-2022 (USD MILLION) 52
TABLE 10 SUPPORT AND MAINTENANCE SERVICES: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION, 2015–2022 (USD MILLION) 52
TABLE 11 CONSULTING SERVICES: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION, 2015–2022 (USD MILLION) 53
TABLE 12 IN-MEMORY ANALYTICS MARKET SIZE, BY APPLICATION,
2015-2022 (USD MILLION) 56
TABLE 13 RISK MANAGEMENT AND FRAUD DETECTION: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION) 57
TABLE 14 SALES AND MARKETING OPTIMIZATION: IN-MEMORY ANALYTICS MARKET SIZE,
BY REGION, 2015-2022 (USD MILLION) 58
TABLE 15 FINANCIAL MANAGEMENT: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION) 59
TABLE 16 SUPPLY CHAIN OPTIMIZATION: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION) 60
TABLE 17 PREDCITIVE ASSET MANAGEMENT: IN-MEMORY ANALYTICS MARKET SIZE,
BY REGION, 2015-2022 (USD MILLION) 61
TABLE 18 PRODUCT AND PROCESS MANAGEMENT: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION) 61
TABLE 19 OTHER APPLICATIONS: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION,
2015-2022 (USD MILLION) 62
TABLE 20 IN-MEMORY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL,
2015-2022 (USD MILLION) 64
TABLE 21 ON-PREMISES: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION,
2015-2022 (USD MILLION) 65
TABLE 22 CLOUD: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION,
2015-2022 (USD MILLION) 66
TABLE 23 IN-MEMORY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2015–2022 (USD MILLION) 68
TABLE 24 SMALL AND MEDIUM BUSINESSES: IN-MEMORY ANALYTICS MARKET SIZE,
BY REGION, 2015–2022 (USD MILLION) 69
TABLE 25 LARGE ENTERPRISES: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION,
2015–2022 (USD MILLION) 70
TABLE 26 IN-MEMORY ANALYTICS MARKET SIZE, BY VERTICAL, 2015–2022 (USD MILLION) 72
TABLE 27 BFSI: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION,
2015–2022 (USD MILLION) 74
TABLE 28 RETAIL & E-COMMERCE: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION, 2015–2022 (USD MILLION) 74
TABLE 29 GOVERNMENT & DEFENSE: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION, 2015–2022 (USD MILLION) 75
TABLE 30 HEALTHCARE & LIFE SCIENCES: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION, 2015–2022 (USD MILLION) 76
TABLE 31 MANUFACTURING: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION,
2015–2022 (USD MILLION) 77
TABLE 32 TELECOMMUNICATIONS & IT: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION, 2015–2022 (USD MILLION) 78
TABLE 33 ENERGY & UTILITIES: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION,
2015–2022 (USD MILLION) 79
TABLE 34 MEDIA & ENTERTAINMENT: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION, 2015–2022 (USD MILLION) 80
TABLE 35 TRANSPORTATION & LOGISTICS: IN-MEMORY ANALYTICS MARKET SIZE,
BY REGION, 2015–2022 (USD MILLION) 81
TABLE 36 OTHERS: IN-MEMORY ANALYTICS MARKET SIZE, BY REGION,
2015–2022 (USD MILLION) 81
TABLE 37 IN-MEMORY ANALYTICS MARKET SIZE, BY REGION, 2015-2022 (USD MILLION) 84
TABLE 38 NORTH AMERICA: IN-MEMORY ANALYTICS MARKET SIZE, BY COMPONENT,
2015-2022 (USD MILLION) 85
TABLE 39 NORTH AMERICA: IN-MEMORY ANALYTICS MARKET SIZE, BY SERVICE,
2015-2022 (USD MILLION) 86
TABLE 40 NORTH AMERICA: IN-MEMORY ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICES, 2015-2022 (USD MILLION) 86
TABLE 41 NORTH AMERICA: IN-MEMORY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2015-2022 (USD MILLION) 86
TABLE 42 NORTH AMERICA: IN-MEMORY ANALYTICS MARKET SIZE, BY VERTICAL,
2015-2022 (USD MILLION) 87
TABLE 43 NORTH AMERICA: IN-MEMORY ANALYTICS MARKET SIZE, BY APPLICATION,
2015-2022 (USD MILLION) 87
TABLE 44 NORTH AMERICA: IN-MEMORY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015-2022 (USD MILLION) 88
TABLE 45 EUROPE: IN-MEMORY ANALYTICS MARKET SIZE, BY COMPONENT
2015-2022 (USD MILLION) 88
TABLE 46 EUROPE: IN-MEMORY ANALYTICS MARKET SIZE, BY SERVICE,
2015-2022 (USD MILLION) 89
TABLE 47 EUROPE: IN-MEMORY ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2015-2022 (USD MILLION) 89
TABLE 48 EUROPE: IN-MEMORY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL,
2015-2022 (USD MILLION) 89
TABLE 49 EUROPE: IN-MEMORY ANALYTICS MARKET SIZE, BY VERTICAL,
2015-2022 (USD MILLION) 90
TABLE 50 EUROPE: IN-MEMORY ANALYTICS MARKET SIZE, BY APPLICATION,
2015-2022 (USD MILLION) 90
TABLE 51 EUROPE: IN-MEMORY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,
2015-2022 (USD MILLION) 91
TABLE 52 ASIA-PACIFIC: IN-MEMORY ANALYTICS MARKET SIZE, BY COMPONENT,
2015-2022 (USD MILLION) 92
TABLE 53 ASIA-PACIFIC: IN-MEMORY ANALYTICS MARKET SIZE, BY SERVICE,
2015-2022 (USD MILLION) 92
TABLE 54 ASIA-PACIFIC: IN-MEMORY ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2015-2022 (USD MILLION) 92
TABLE 55 ASIA-PACIFIC: IN-MEMORY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2015-2022 (USD MILLION) 93
TABLE 56 ASIA-PACIFIC: IN-MEMORY ANALYTICS MARKET SIZE, BY VERTICAL,
2015-2022 (USD MILLION) 93
TABLE 57 ASIA-PACIFIC: IN-MEMORY ANALYTICS MARKET SIZE, BY APPLICATION,
2015-2022 (USD MILLION) 94
TABLE 58 ASIA-PACIFIC: IN-MEMORY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015-2022 (USD MILLION) 94
TABLE 59 MIDDLE EAST & AFRICA: IN-MEMORY ANALYTICS MARKET SIZE, BY COMPONENT, 2015-2022 (USD MILLION) 95
TABLE 60 MIDDLE EAST & AFRICA: IN-MEMORY ANALYTICS MARKET SIZE, BY SERVICE, 2015-2022 (USD MILLION) 95
TABLE 61 MIDDLE EAST & AFRICA: IN-MEMORY ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2015-2022 (USD MILLION) 96
TABLE 62 MIDDLE EAST & AFRICA: IN-MEMORY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2015-2022 (USD MILLION) 96
TABLE 63 MIDDLE EAST & AFRICA: IN-MEMORY ANALYTICS MARKET SIZE, BY VERTICAL, 2015-2022 (USD MILLION) 96
TABLE 64 MIDDLE EAST & AFRICA: IN-MEMORY ANALYTICS MARKET SIZE, BY APPLICATION, 2015-2022 (USD MILLION) 97
TABLE 65 MIDDLE EAST & AFRICA: IN-MEMORY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015-2022 (USD MILLION) 97
TABLE 66 LATIN AMERICA: IN-MEMORY ANALYTICS MARKET SIZE, BY COMPONENT,
2015-2022 (USD MILLION) 98
TABLE 67 LATIN AMERICA: IN-MEMORY ANALYTICS MARKET SIZE, BY SERVICE,
2015-2022 (USD MILLION) 98
TABLE 68 LATIN AMERICA: IN-MEMORY ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2015-2022 (USD MILLION) 98
TABLE 69 LATIN AMERICA: IN-MEMORY ANALYTICS MARKET SIZE, BY DEPLOYMENT MODEL, 2015-2022 (USD MILLION) 99
TABLE 70 LATIN AMERICA: IN-MEMORY ANALYTICS MARKET SIZE, BY VERTICAL,
2015-2022 (USD MILLION) 99
TABLE 71 LATIN AMERICA: IN-MEMORY ANALYTICS MARKET SIZE, BY APPLICATION,
2015-2022 (USD MILLION) 100
TABLE 72 LATIN AMERICA: IN-MEMORY ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 2015-2022 (USD MILLION) 100
LIST OF FIGURES
FIGURE 1 IN-MEMORY ANALYTICS MARKET: MARKET SEGMENTATION 16
FIGURE 2 IN-MEMORY ANALYTICS MARKET: RESEARCH DESIGN 19
FIGURE 3 RESEARCH METHODOLOGY 20
FIGURE 4 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY, DESIGNATION,
AND REGION 21
FIGURE 5 DATA TRIANGULATION 23
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 24
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 25
FIGURE 8 GLOBAL IN-MEMORY ANALYTICS MARKET IS EXPECTED TO GROW AT A RAPID PACE DURING THE FORECAST PERIOD 28
FIGURE 9 IN-MEMORY ANALYTICS MARKET SNAPSHOT, BY COMPONENT (2017 VS. 2022) 29
FIGURE 10 IN-MEMORY ANALYTICS MARKET SNAPSHOT, BY SERVICE (2017–2022) 29
FIGURE 11 IN-MEMORY ANALYTICS MARKET SNAPSHOT, BY PROFESSIONAL SERVICE
(2017–2022) 29
FIGURE 12 IN-MEMORY ANALYTICS MARKET SNAPSHOT, BY ORGANIZATION SIZE
(2017 VS 2022) 30
FIGURE 13 IN-MEMORY ANALYTICS MARKET SNAPSHOT, BY APPLICATION (2017–2022) 30
FIGURE 14 IN-MEMORY ANALYTICS MARKET SNAPSHOT, BY DEPLOYMENT MODEL
(2017–2022) 31
FIGURE 15 IN-MEMORY ANALYTICS MARKET SNAPSHOT, BY VERTICAL (2017 VS. 2022) 31
FIGURE 16 IN-MEMORY ANALYTICS MARKET IS DRIVEN BY THE DRASTIC REDUCTION IN MEMORY PRICES AND IMPROVED SCALABILITY AND SECURITY WITH CLOUD-BASED SOLUTIONS 32
FIGURE 17 NORTH AMERICA COMMANDS THE IN-MEMORY ANALYTICS MARKET WITH COVERING THE LARGEST MARKET SIZE IN 2017 33
FIGURE 18 BFSI VERTICAL AND NORTH AMERICA ARE EXPECTED TO HAVE THE LARGEST MARKET SIZE IN 2017 34
FIGURE 19 ASIA-PACIFIC TO HAVE EXPONENTIAL GROWTH DURING 2017–2022 35
FIGURE 20 IN-MEMORY ANALYTICS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES,
AND CHALLENGES 37
FIGURE 21 IN-MEMORY ANALYTICS ARCHITECTURE 43
FIGURE 22 SERVICE SEGMENT IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 46
FIGURE 23 MANAGED SERVICES SUBSEGMENT IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 48
FIGURE 24 SUPPORT AND MAINTENANCE SERVICES SUBSEGMENT IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 51
FIGURE 25 PREDICTIVE ASSET MANAGEMENT IN-MEMORY ANALYTICS APPLICATION IS EXPECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 55
FIGURE 26 CLOUD BASED IN-MEMORY ANALYTICS DEPLOYMENT MODEL IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 64
FIGURE 27 SMALL AND MEDIUM BUSINESSES SEGMENT IS EXPECTED TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 68
FIGURE 28 RETAIL & E-COMMERCE VERTICAL IS PROJECTED TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 73
FIGURE 29 GEOGRAPHIC SNAPSHOT: ASIA-PACIFIC IS ESTIMATED TO HAVE THE HIGHEST CAGR IN THE IN-MEMORY ANALYTICS MARKET 83
FIGURE 30 NORTH AMERICA IN-MEMORY ANALYTICS MARKET SNAPSHOT 85
FIGURE 31 ASIA-PACIFIC IN-MEMORY ANALYTICS MARKET SNAPSHOT 91
FIGURE 32 SAP SE: COMPANY SNAPSHOT 105
FIGURE 33 MICROSTRATEGY INCORPORATED: COMPANY SNAPSHOT 109
FIGURE 34 SAS INSTITUTE, INC.: COMPANY SNAPSHOT 114
FIGURE 35 HITACHI, LTD.: COMPANY SNAPSHOT 117
FIGURE 36 ORACLE CORPORATION: COMPANY SNAPSHOT 123
FIGURE 37 IBM CORPORATION: COMPANY SNAPSHOT 127
FIGURE 38 SOFTWARE AG: COMPANY SNAPSHOT 133
FIGURE 39 AMAZON WEB SERVICES: COMPANY SNAPSHOT 136
FIGURE 40 QLIK TECHNOLOGIES, INC.: COMPANY SNAPSHOT 138
【レポートのキーワード】
インメモリ分析、ソフトウェア、サービス、リスク管理、販売分析