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In-Memory Computing Market by Component (Solutions & Services), Solution (IMDB (OLTP & OLAP), IMDG, and Data Stream Processing), Service, Application ...

by Component (Solutions & Services), Solution (IMDB (OLTP & OLAP), IMDG, and Data Stream Processing), Service, Application (Risk Management & Fraud Detection, Predictive Analysis), Vertical, and Region

Publisher:        MarketsandMarkets

# of Pages:        389

Rating: 

1 User License $7,150

Publication Date:  November, 2020

Price:       $7,150 / User License




TABLE OF CONTENTS

 

1              INTRODUCTION                63

1.1          INTRODUCTION TO COVID-19    63

1.2          COVID-19 HEALTH ASSESSMENT                63

FIGURE 1             COVID-19: GLOBAL PROPAGATION          63

FIGURE 2             COVID-19 PROPAGATION: SELECT COUNTRIES   64

1.3          COVID-19 ECONOMIC ASSESSMENT        65

FIGURE 3             REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020  65

1.3.1      COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT             66

FIGURE 4             FACTORS IMPACTING GLOBAL ECONOMY            66

FIGURE 5             SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY        67

1.4          OBJECTIVES OF THE STUDY          68

1.5          MARKET DEFINITION      68

1.5.1      INCLUSIONS AND EXCLUSIONS  69

1.6          MARKET SCOPE                70

1.6.1      MARKET SEGMENTATION            70

1.6.2      REGIONS COVERED         71

1.6.3      YEARS CONSIDERED FOR THE STUDY        71

1.7          CURRENCY CONSIDERED               71

TABLE 1                UNITED STATES DOLLAR EXCHANGE RATE, 2017–2019     72

1.8          STAKEHOLDERS 72

1.9          SUMMARY OF CHANGES              72

2              RESEARCH METHODOLOGY         73

2.1          RESEARCH DATA               73

FIGURE 6             IN-MEMORY COMPUTING MARKET: RESEARCH DESIGN                73

2.1.1      SECONDARY DATA           74

2.1.2      PRIMARY DATA 74

TABLE 2                PRIMARY INTERVIEWS   74

2.1.2.1   Breakup of primary profiles         75

2.1.2.2   Key industry insights      75

2.2          MARKET BREAKUP AND DATA TRIANGULATION                76

FIGURE 7             DATA TRIANGULATION 76

2.3          MARKET SIZE ESTIMATION          77

FIGURE 8             IN-MEMORY COMPUTING MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES            77

2.3.1      TOP-DOWN APPROACH                77

2.3.2      BOTTOM-UP APPROACH              78

FIGURE 9             MARKET SIZE ESTIMATION METHODOLOGY  ̶   APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS/SERVICES OF IN-MEMORY COMPUTING  MARKET   78

FIGURE 10           MARKET SIZE ESTIMATION METHODOLOGY  ̶  APPROACH 2 - BOTTOM-UP  (SUPPLY SIDE): COLLECTIVE REVENUE OF ALL SOLUTIONS/SERVICES OF IN-MEMORY COMPUTING  MARKET                79

FIGURE 11           MARKET  SIZE  ESTIMATION METHODOLOGY — APPROACH 3 — BOTTOM-UP (DEMAND SIDE): SHARE OF IN-MEMORY COMPUTING  THROUGH OVERALL IN-MEMORY COMPUTING  SPENDING  79

2.4          MARKET FORECAST         80

TABLE 3                FACTOR ANALYSIS           80

2.5          COMPANY EVALUATION QUADRANT METHODOLOGY    81

FIGURE 12           COMPANY EVALUATION QUADRANT: CRITERIA WEIGHTAGE      81

2.6          STARTUP/SME COMPETITIVE EVALUATION QUADRANT METHODOLOGY               82

FIGURE 13           START-UP/SME COMPANY EVALUATION QUADRANT: CRITERIA WEIGHTAGE      82

2.7          ASSUMPTIONS FOR THE STUDY 82

2.8          LIMITATIONS OF THE STUDY       84

2.9          IMPLICATIONS OF COVID-19 ON IN-MEMORY COMPUTING MARKET      85

FIGURE 14           QUARTERLY IMPACT OF COVID-19 DURING 2020–2021   85

3              EXECUTIVE SUMMARY  87

TABLE 4                GLOBAL IN-MEMORY COMPUTING MARKET SIZE AND GROWTH RATE, 

2014–2019 (USD MILLION, Y-O-Y %)         89

TABLE 5                GLOBAL IN-MEMORY COMPUTING MARKET SIZE AND GROWTH RATE, 

2019–2025 (USD MILLION, Y-O-Y %)         89

FIGURE 15           SOLUTIONS SEGMENT TO HOLD LARGER MARKET SIZE IN 2020   90

FIGURE 16           PROFESSIONAL SERVICES SEGMENT TO HOLD HIGHER MARKET SHARE IN 2020   90

FIGURE 17           SYSTEM INTEGRATION AND IMPLEMENTATION SEGMENT TO HOLD LARGEST MARKET SIZE IN 2020          90

FIGURE 18           IN-MEMORY DATABASE SEGMENT TO HOLD HIGHEST MARKET SHARE IN 2020    91

FIGURE 19           ON-PREMISES SEGMENT TO HOLD HIGHER MARKET SHARE IN 2020          91

FIGURE 20           LARGE ENTERPRISES SEGMENT TO HOLD LARGER MARKET SIZE IN 2020  91

FIGURE 21           RISK MANAGEMENT AND FRAUD DETECTION SEGMENT TO HOLD HIGHEST MARKET SHARE IN 2020         92

FIGURE 22           BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO HOLD HIGHEST MARKET SHARE IN 2020                92

FIGURE 23           NORTH AMERICA TO HOLD HIGHEST MARKET SHARE AND ASIA PACIFIC TO GROW AT HIGHEST CAGR IN 2020       93

4              PREMIUM INSIGHTS       94

4.1          ATTRACTIVE OPPORTUNITIES IN IN-MEMORY COMPUTING MARKET      94

FIGURE 24           INCREASING DEMAND FOR REAL-TIME AND LOW-LATENCY TRANSACTION PROCESSING CONTRIBUTES TO IN-MEMORY COMPUTING MARKET GROWTH    94

4.2          IN-MEMORY COMPUTING MARKET: TOP THREE  APPLICATIONS                94

FIGURE 25           PREDICTIVE ANALYSIS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD           94

4.3          NORTH AMERICA IN-MEMORY COMPUTING MARKET:  BY COMPONENT AND TOP THREE  VERTICALS      95

FIGURE 26           SOLUTIONS SEGMENT AND BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL TO HOLD HIGH MARKET SHARES IN 2020              95

4.4          IN-MEMORY COMPUTING MARKET: BY REGION                95

FIGURE 27           NORTH AMERICA TO HOLD HIGHEST MARKET SHARE IN 2020       95

5              MARKET OVERVIEW AND INDUSTRY TRENDS      96

5.1          INTRODUCTION                96

5.2          MARKET DYNAMICS       96

FIGURE 28           DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES:  IN-MEMORY COMPUTING MARKET              96

5.2.1      DRIVERS               97

5.2.1.1   Exponential growth of big data to improve machine-driven decision-making        97

5.2.1.2   Decrease in the overall cost of RAM and TCO      97

5.2.1.3   Increase in production with real-time and low-latency transaction processing     98

5.2.2      RESTRAINTS       98

5.2.2.1   Lack of standards             98

5.2.2.2   Increase in volatility of data         98

5.2.2.3   Lack of skilled workforce and complexity involved in data extraction        99

5.2.3      OPPORTUNITIES               99

5.2.3.1   Real-time analysis of data            99

5.2.3.2   Growth in the  need for parallel processing and columnar databases       99

5.2.3.3   Emergence of AI- and ML-based technologies to gain real-time actionable customer insights       99

5.2.4      CHALLENGES      100

5.2.4.1   Data security concerns  100

5.2.4.2   Incompetence to develop BI applications             100

5.2.5      CUMULATIVE GROWTH ANALYSIS            100

5.3          MARKET EVOLUTION     101

5.3.1      INTRODUCTION                101

FIGURE 29           EVOLUTION OF IN-MEMORY COMPUTING MARKET        101

5.4          CASE STUDY ANALYSIS   102

5.4.1      INTRODUCTION                102

5.4.1.1   Use case: Scenario 1       102

5.4.1.2   Use case: Scenario 2       102

5.4.1.3   Use case: Scenario 3       103

5.4.1.4   Use case: Scenario 4       104

5.4.1.5   Use case: Scenario 5       105

5.4.1.6   Use case: Scenario 6       106

5.5          PATENT ANALYSIS           106

5.5.1      IOT PATENTS FILED          107

5.6          VALUE CHAIN ANALYSIS               107

FIGURE 30           VALUE CHAIN ANALYSIS               107

5.7          TECHNOLOGY ANALYSIS               108

5.7.1      IN-MEMORY COMPUTING AND AI           108

5.7.2      IN-MEMORY COMPUTING AND ML         108

5.7.3      IN-MEMORY COMPUTING AND BLOCKCHAIN     109

5.7.4      IN-MEMORY COMPUTING AND GEOSPATIAL INFORMATION PROCESSING           109

5.8          REGULATORY IMPLICATIONS      109

5.8.1      GENERAL DATA PROTECTION REGULATION         109

5.8.2      HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT    110

5.8.3      DODD-FRANK WALL STREET REFORM AND CONSUMER PROTECTION       110

5.8.4      EUROPEAN BANKING REGULATIONS      110

5.9          PRICING ANALYSIS          111

6              IN-MEMORY COMPUTING MARKET: COVID-19 IMPACT 112

FIGURE 31           IN-MEMORY COMPUTING MARKET TO WITNESS MINOR DECLINE  BETWEEN 2020 AND 2021        112

7              IN-MEMORY COMPUTING MARKET, BY COMPONENT    113

7.1          INTRODUCTION                114

7.1.1      COMPONENTS: COVID-19 IMPACT           114

7.1.2      COMPONENTS: IN-MEMORY COMPUTING MARKET DRIVERS      114

FIGURE 32           SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD      115

TABLE 6                IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,

2014–2019 (USD MILLION)           115

TABLE 7                IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,

2019–2025 (USD MILLION)           115

7.2          SOLUTIONS        116

FIGURE 33           DATA STREAM PROCESSING SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD               116

TABLE 8                SOLUTIONS: IN-MEMORY COMPUTING MARKET SIZE, BY TYPE, 

2014–2019 (USD MILLION)           116

TABLE 9                SOLUTIONS: IN-MEMORY COMPUTING MARKET SIZE, BY TYPE, 

2019–2025 (USD MILLION)           117

TABLE 10              SOLUTIONS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 

2014–2019 (USD MILLION)           117

TABLE 11              SOLUTIONS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 

2019–2025 (USD MILLION)           117

7.2.1      IN-MEMORY DATABASE                118

FIGURE 34           ONLINE ANALYTICAL PROCESSING SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD    118

TABLE 12              IMDB: IN-MEMORY COMPUTING MARKET SIZE, BY PROCESSING TYPE,  2014–2019 (USD MILLION)            119

TABLE 13              IMDB: IN-MEMORY COMPUTING MARKET SIZE, BY PROCESSING TYPE,  2019–2025 (USD MILLION)            119

TABLE 14              IMDB: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,

2014–2019 (USD MILLION)           119

TABLE 15              IMDB: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,

2019–2025 (USD MILLION)           120

7.2.1.1   Online analytical processing        120

TABLE 16              ONLINE ANALYTICAL PROCESSING MARKET SIZE, BY REGION,

2014–2019 (USD MILLION)           120

TABLE 17              ONLINE ANALYTICAL PROCESSING MARKET SIZE, BY REGION,

2019–2025 (USD MILLION)           120

7.2.1.2   Online transaction processing    121

TABLE 18              ONLINE  TRANSACTIONAL PROCESSING MARKET SIZE, BY REGION, 

2014–2019 (USD MILLION)           121

TABLE 19              ONLINE  TRANSACTIONAL PROCESSING MARKET SIZE, BY REGION, 

2019–2025 (USD MILLION)           121

7.2.2      IN-MEMORY DATA GRID               122

TABLE 20              IN-MEMORY DATA GRID: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)                122

TABLE 21              IN-MEMORY DATA GRID: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)                122

7.2.3      DATA STREAM PROCESSING       122

TABLE 22              DATA STREAM PROCESSING: IN-MEMORY COMPUTING MARKET SIZE,

 BY REGION,  2014–2019 (USD MILLION)                123

TABLE 23              DATA STREAM PROCESSING: IN-MEMORY COMPUTING MARKET SIZE,

BY REGION,  2019–2025 (USD MILLION) 123

7.3          SERVICES             124

FIGURE 35           MANAGED SERVICES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD               124

TABLE 24              SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY TYPE,

2014–2019 (USD MILLION)           124

TABLE 25              SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY TYPE,

2019–2025 (USD MILLION)           124

TABLE 26              SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 

2014–2019 (USD MILLION)           125

TABLE 27              SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,

 2019–2025 (USD MILLION)          125

7.3.1      PROFESSIONAL SERVICES             125

FIGURE 36           CONSULTING SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD            126

TABLE 28              PROFESSIONAL SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY TYPE,  2014–2019 (USD MILLION)                126

TABLE 29              PROFESSIONAL SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY TYPE,  2019–2025 (USD MILLION)                126

TABLE 30              PROFESSIONAL SERVICES: IN-MEMORY COMPUTING MARKET SIZE,

BY REGION,  2014–2019 (USD MILLION) 127

TABLE 31              PROFESSIONAL SERVICES: IN-MEMORY COMPUTING MARKET SIZE,

BY REGION,  2019–2025 (USD MILLION) 127

7.3.1.1   Consulting           127

TABLE 32              CONSULTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)         128

TABLE 33              CONSULTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)         128

7.3.1.2   System Integration and Implementation               128

TABLE 34              SYSTEM INTEGRATION AND IMPLEMENTATION MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)    128

TABLE 35              SYSTEM INTEGRATION AND IMPLEMENTATION MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)    129

7.3.1.3   Support and Maintenance           129

TABLE 36              SUPPORT AND MAINTENANCE MARKET SIZE,  BY REGION,

 2014–2019 (USD MILLION)          129

TABLE 37              SUPPORT AND MAINTENANCE MARKET SIZE,  BY REGION,

2019–2025 (USD MILLION)           130

7.3.2      MANAGED SERVICES      130

TABLE 38              MANAGED SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,  2014–2019 (USD MILLION) 130

TABLE 39              MANAGED SERVICES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,  2019–2025 (USD MILLION) 131

8              IN-MEMORY COMPUTING MARKET, BY APPLICATION    132

8.1          INTRODUCTION                133

8.1.1      APPLICATIONS: COVID-19 IMPACT           133

8.1.2      APPLICATIONS: IN-MEMORY COMPUTING MARKET DRIVERS      133

FIGURE 37           PREDICTIVE ANALYSIS SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD            134

TABLE 40              IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION,

2014–2019 (USD MILLION)           134

TABLE 41              IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION,

 2019–2025 (USD MILLION)          134

8.2          RISK MANAGEMENT AND FRAUD DETECTION     135

TABLE 42              RISK MANAGEMENT AND FRAUD DETECTION: IN-MEMORY COMPUTING MARKET SIZE,  BY REGION, 2014–2019 (USD MILLION)       135

TABLE 43              RISK MANAGEMENT AND FRAUD DETECTION: IN-MEMORY COMPUTING MARKET SIZE,  BY REGION, 2019–2025 (USD MILLION)       136

8.3          SENTIMENT ANALYSIS   136

TABLE 44              SENTIMENT ANALYSIS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)                136

TABLE 45              SENTIMENT ANALYSIS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)                137

8.4          GEOSPATIAL/GIS PROCESSING  137

TABLE 46              GEOSPATIAL/GIS PROCESSING: IN-MEMORY COMPUTING MARKET SIZE,

BY REGION, 2014–2019 (USD MILLION)  137

TABLE 47              GEOSPATIAL/GIS PROCESSING: IN-MEMORY COMPUTING MARKET SIZE,

BY REGION, 2019–2025 (USD MILLION)  138

8.5          SALES AND MARKETING OPTIMIZATION               138

TABLE 48              SALES AND MARKETING OPTIMIZATION: IN-MEMORY COMPUTING MARKET SIZE,  BY REGION, 2014–2019 (USD MILLION) 138

TABLE 49              SALES AND MARKETING OPTIMIZATION: IN-MEMORY COMPUTING MARKET SIZE,  BY REGION, 2019–2025 (USD MILLION) 139

8.6          PREDICTIVE ANALYSIS    139

TABLE 50              PREDICTIVE ANALYSIS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)                139

TABLE 51              PREDICTIVE ANALYSIS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)                140

8.7          SUPPLY CHAIN MANAGEMENT  140

TABLE 52              SUPPLY CHAIN MANAGEMENT: IN-MEMORY COMPUTING MARKET SIZE,

BY REGION, 2014–2019 (USD MILLION)  140

TABLE 53              SUPPLY CHAIN MANAGEMENT: IN-MEMORY COMPUTING MARKET SIZE,

 BY REGION, 2019–2025 (USD MILLION) 141

8.8          OTHERS                141

TABLE 54              OTHERS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 

2014–2019 (USD MILLION)           141

TABLE 55              OTHERS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 

2019–2025 (USD MILLION)           142

9              IN-MEMORY COMPUTING MARKET, BY DEPLOYMENT MODE      143

9.1          INTRODUCTION                144

9.1.1      DEPLOYMENT MODES: COVID-19 IMPACT            144

9.1.2      DEPLOYMENT MODES: IN-MEMORY COMPUTING MARKET DRIVERS       144

FIGURE 38           CLOUD SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD            144

TABLE 56              IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 

2014–2019 (USD MILLION)           144

TABLE 57              IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 

2019–2025 (USD MILLION)           145

9.2          CLOUD  145

TABLE 58              CLOUD: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,

2014–2019 (USD MILLION)           145

TABLE 59              CLOUD: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,

2019–2025 (USD MILLION)           146

9.3          ON-PREMISES   146

TABLE 60              ON-PREMISES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 

2014–2019 (USD MILLION)           146

TABLE 61              ON-PREMISES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,

 2019–2025 (USD MILLION)          147

10           IN-MEMORY COMPUTING MARKET, BY ORGANIZATION SIZE      148

10.1        INTRODUCTION                149

10.1.1    ORGANIZATION SIZE: COVID-19 IMPACT               149

10.1.2    ORGANIZATION SIZE: IN-MEMORY COMPUTING MARKET DRIVERS          149

FIGURE 39           SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO REGISTER HIGHER CAGR DURING FORECAST PERIOD 150

TABLE 62              IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE,

  2014–2019 (USD MILLION)         150

TABLE 63              IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE,

 2019–2025 (USD MILLION)          150

10.2        SMALL AND MEDIUM-SIZED ENTERPRISES            151

TABLE 64              SMALL AND MEDIUM-SIZED ENTERPRISES: IN-MEMORY COMPUTING MARKET SIZE,  BY REGION, 2014–2019 (USD MILLION) 151

TABLE 65              SMALL AND MEDIUM-SIZED ENTERPRISES: IN-MEMORY COMPUTING MARKET SIZE,  BY REGION, 2019–2025 (USD MILLION) 151

10.3        LARGE ENTERPRISES       152

TABLE 66              LARGE ENTERPRISES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)   152

TABLE 67              LARGE ENTERPRISES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)   152

11           IN-MEMORY COMPUTING MARKET, BY VERTICAL             153

11.1        INTRODUCTION                154

11.1.1    VERTICALS: COVID-19 IMPACT   154

11.1.2    VERTICALS: IN-MEMORY COMPUTING MARKET DRIVERS              154

FIGURE 40           HEALTHCARE AND LIFE SCIENCES VERTICAL TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD       155

TABLE 68              IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL,

 2014–2019 (USD MILLION)          155

TABLE 69              IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL,

2019–2025 (USD MILLION)           156

11.2        BANKING, FINANCIAL SERVICES, AND INSURANCE           156

TABLE 70              BANKING, FINANCIAL SERVICES, AND INSURANCE: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)           157

TABLE 71              BANKING, FINANCIAL SERVICES, AND INSURANCES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)           157

11.3        IT AND TELECOM              157

TABLE 72              IT AND TELECOM: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)         158

TABLE 73              IT AND TELECOM: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)         158

11.4        RETAIL AND ECOMMERCE            158

TABLE 74              RETAIL AND ECOMMERCE: IN-MEMORY COMPUTING MARKET SIZE,

 BY REGION,  2014–2019 (USD MILLION)                159

TABLE 75              RETAIL AND ECOMMERCE: IN-MEMORY COMPUTING MARKET SIZE,

BY REGION,  2019–2025 (USD MILLION) 159

11.5        HEALTHCARE AND LIFE SCIENCES              159

TABLE 76              HEALTHCARE AND LIFE SCIENCES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)             160

TABLE 77              HEALTHCARE AND LIFE SCIENCES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)             160

11.6        TRANSPORTATION AND LOGISTICS          160

TABLE 78              TRANSPORTATION AND LOGISTICS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)             161

TABLE 79              TRANSPORTATION AND LOGISTICS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 2019–2025 (USD MILLION)             161

11.7        GOVERNMENT AND DEFENSE    161

TABLE 80              GOVERNMENT AND DEFENSE: IN-MEMORY COMPUTING MARKET SIZE,

 BY REGION, 2014–2019 (USD MILLION) 162

TABLE 81              GOVERNMENT AND DEFENSE: IN-MEMORY COMPUTING MARKET SIZE,

BY REGION, 2019–2025 (USD MILLION)  162

11.8        ENERGY AND UTILITIES  162

TABLE 82              ENERGY AND UTILITIES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)                163

TABLE 83              ENERGY AND UTILITIES: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,  2019–2025 (USD MILLION)                163

11.9        MEDIA AND ENTERTAINMENT   163

TABLE 84              MEDIA AND ENTERTAINMENT: IN-MEMORY COMPUTING MARKET SIZE,

 BY REGION, 2014–2019 (USD MILLION) 164

TABLE 85              MEDIA AND ENTERTAINMENT: IN-MEMORY COMPUTING MARKET SIZE,

BY REGION, 2019–2025 (USD MILLION)  164

11.10     OTHERS                164

TABLE 86              OTHERS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION, 

2014–2019 (USD MILLION)           165

TABLE 87              OTHERS: IN-MEMORY COMPUTING MARKET SIZE, BY REGION,

 2019–2025 (USD MILLION)          165

12           IN-MEMORY COMPUTING MARKET, BY REGION                166

12.1        INTRODUCTION                167

FIGURE 41           INDIA TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD 167

FIGURE 42           ASIA PACIFIC TO ACCOUNT FOR HIGHEST CAGR DURING FORECAST PERIOD        167

TABLE 88              IN-MEMORY COMPUTING MARKET SIZE, BY REGION,

2014–2019 (USD MILLION)           168

TABLE 89              IN-MEMORY COMPUTING MARKET SIZE, BY REGION,

2019–2025 (USD MILLION)           168

12.2        NORTH AMERICA             168

12.2.1    NORTH AMERICA: IN-MEMORY COMPUTING MARKET DRIVERS 168

12.2.2    NORTH AMERICA: COVID-19 IMPACT      169

12.2.3    NORTH AMERICA: REGULATORY IMPLICATIONS                169

12.2.4    UNITED STATES SECURITIES AND EXCHANGE COMMISSION         169

12.2.5    INTERNATIONAL ORGANIZATION FOR STANDARDIZATION 27001              170

12.2.6    CALIFORNIA CONSUMER PRIVACY ACT  170

12.2.7    HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY  ACT OF 1996  170

FIGURE 43           NORTH AMERICA: MARKET SNAPSHOT  171

TABLE 90              NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)                171

TABLE 91              NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,  2019–2025 (USD MILLION)                172

TABLE 92              NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION,  2014–2019 (USD MILLION)    172

TABLE 93              NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION,  2019–2025 (USD MILLION)    172

TABLE 94              NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2014–2019 (USD MILLION)             173

TABLE 95              NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2019–2025 (USD MILLION)             173

TABLE 96              NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE,  2014–2019 (USD MILLION)        173

TABLE 97              NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE,  2019–2025 (USD MILLION)        173

TABLE 98              NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)             174

TABLE 99              NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)             174

TABLE 100            NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION,  2014–2019 (USD MILLION)                175

TABLE 101            NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION,  2019–2025 (USD MILLION)                175

TABLE 102            NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)             175

TABLE 103            NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)             176

TABLE 104            NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)             176

TABLE 105            NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)             176

TABLE 106            NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)      177

TABLE 107            NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL,  2019–2025 (USD MILLION)      177

TABLE 108            NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY,  2014–2019 (USD MILLION)     178

TABLE 109            NORTH AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY,  2019–2025 (USD MILLION)     178

12.2.8    UNITED STATES 178

TABLE 110            UNITED STATES: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION) 178

TABLE 111            UNITED STATES: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,  2019–2025 (USD MILLION) 179

12.2.9    CANADA              179

TABLE 112            CANADA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,

 2014–2019 (USD MILLION)          179

TABLE 113            CANADA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 

2019–2025 (USD MILLION)           179

12.3        EUROPE               180

12.3.1    EUROPE: IN-MEMORY COMPUTING MARKET DRIVERS   180

12.3.2    EUROPE: COVID-19 IMPACT        180

12.3.3    EUROPE: REGULATORY IMPLICATIONS   180

12.3.4    GENERAL DATA PROTECTION REGULATION         181

TABLE 114            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 

2014–2019 (USD MILLION)           181

TABLE 115            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 

2019–2025 (USD MILLION)           181

TABLE 116            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION, 

2014–2019 (USD MILLION)           182

TABLE 117            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION,

 2019–2025 (USD MILLION)          182

TABLE 118            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE,  2014–2019 (USD MILLION)                182

TABLE 119            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE,  2019–2025 (USD MILLION)                182

TABLE 120            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE,

 2014–2019 (USD MILLION)          183

TABLE 121            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE,

  2019–2025 (USD MILLION)         183

TABLE 122            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE,  2014–2019 (USD MILLION)                183

TABLE 123            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE,  2019–2025 (USD MILLION)                183

TABLE 124            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION,

 2014–2019 (USD MILLION)          184

TABLE 125            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION,

 2019–2025 (USD MILLION)          184

TABLE 126            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION) 185

TABLE 127            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE,  2019–2025 (USD MILLION) 185

TABLE 128            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE,  2014–2019 (USD MILLION) 185

TABLE 129            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE,  2019–2025 (USD MILLION) 185

TABLE 130            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL,

 2014–2019 (USD MILLION)          186

TABLE 131            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL,

 2019–2025 (USD MILLION)          186

TABLE 132            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY,

  2014–2019 (USD MILLION)         187

TABLE 133            EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY,

  2019–2025 (USD MILLION)         187

12.3.5    UNITED KINGDOM          187

TABLE 134            UNITED KINGDOM: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)                188

TABLE 135            UNITED KINGDOM: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,  2019–2025 (USD MILLION)                188

12.3.6    GERMANY           188

TABLE 136            GERMANY: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 

2014–2019 (USD MILLION)           188

TABLE 137            GERMANY: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,

 2019–2025 (USD MILLION)          189

12.3.7    FRANCE                189

TABLE 138            FRANCE: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,

 2014–2019 (USD MILLION)          189

TABLE 139            FRANCE: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 

2019–2025 (USD MILLION)           189

12.3.8    REST OF EUROPE              189

TABLE 140            REST OF EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)                190

TABLE 141            REST OF EUROPE: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,  2019–2025 (USD MILLION)                190

12.4        ASIA PACIFIC     190

12.4.1    ASIA PACIFIC: IN-MEMORY COMPUTING MARKET DRIVERS         190

12.4.2    ASIA PACIFIC: COVID-19 IMPACT              191

12.4.3    ASIA PACIFIC: REGULATORY IMPLICATIONS         191

12.4.4    PERSONAL DATA PROTECTION ACT          191

FIGURE 44           ASIA PACIFIC: MARKET SNAPSHOT          192

TABLE 142            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)      192

TABLE 143            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,  2019–2025 (USD MILLION)      193

TABLE 144            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION,

  2014–2019 (USD MILLION)         193

TABLE 145            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION, 

2019–2025 (USD MILLION)           193

TABLE 146            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2014–2019 (USD MILLION)             194

TABLE 147            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2019–2025 (USD MILLION)             194

TABLE 148            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE, 

2014–2019 (USD MILLION)           194

TABLE 149            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE,

  2019–2025 (USD MILLION)         194

TABLE 150            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE,  2014–2019 (USD MILLION)             195

TABLE 151            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE,  2019–2025 (USD MILLION)             195

TABLE 152            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION,  2014–2019 (USD MILLION)      195

TABLE 153            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION,  2019–2025 (USD MILLION)      196

TABLE 154            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)                196

TABLE 155            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE,  2019–2025 (USD MILLION)                196

TABLE 156            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE,  2014–2019 (USD MILLION)                197

TABLE 157            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE,  2019–2025 (USD MILLION)                197

TABLE 158            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL,

 2014–2019 (USD MILLION)          197

TABLE 159            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL, 

2019–2025 (USD MILLION)           198

TABLE 160            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY,

 2014–2019 (USD MILLION)          198

TABLE 161            ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY,

  2019–2025 (USD MILLION)         199

12.4.5    CHINA   199

TABLE 162            CHINA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,

  2014–2019 (USD MILLION)         199

TABLE 163            CHINA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 

2019–2025 (USD MILLION)           200

12.4.6    JAPAN  200

TABLE 164            JAPAN: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,

 2014–2019 (USD MILLION)          200

TABLE 165            JAPAN: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 

2019–2025 (USD MILLION)           200

12.4.7    INDIA    200

TABLE 166            INDIA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 

2014–2019 (USD MILLION)           201

TABLE 167            INDIA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 

2019–2025 (USD MILLION)           201

12.4.8    REST OF ASIA PACIFIC    201

TABLE 168            REST OF ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE,

BY COMPONENT,  2014–2019 (USD MILLION)      201

TABLE 169            REST OF ASIA PACIFIC: IN-MEMORY COMPUTING MARKET SIZE,

BY COMPONENT,  2019–2025 (USD MILLION)      202

12.5        MIDDLE EAST AND AFRICA           202

12.5.1    MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET DRIVERS              202

12.5.2    MIDDLE EAST AND AFRICA: COVID-19 IMPACT   202

12.5.3    MIDDLE EAST AND AFRICA: REGULATORY IMPLICATIONS              203

12.5.4    PERSONAL DATA PROTECTION LAW        203

TABLE 170            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, 

BY COMPONENT, 2014–2019 (USD MILLION)       203

TABLE 171            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE,

BY COMPONENT, 2019–2025 (USD MILLION)       203

TABLE 172            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE,

 BY SOLUTION, 2014–2019 (USD MILLION)            204

TABLE 173            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, 

BY SOLUTION, 2019–2025 (USD MILLION)             204

TABLE 174            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2014–2019 (USD MILLION)       204

TABLE 175            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2019–2025 (USD MILLION)       205

TABLE 176            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE,

BY SERVICE,  2014–2019 (USD MILLION) 205

TABLE 177            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE,

BY SERVICE,  2019–2025 (USD MILLION) 205

TABLE 178            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE,

BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)  205

TABLE 179            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE,

BY PROFESSIONAL SERVICE, 2019–2025 (USD MILLION)  206

TABLE 180            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, 

BY APPLICATION, 2014–2019 (USD MILLION)       206

TABLE 181            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE,

BY APPLICATION,  2019–2025 (USD MILLION)      207

TABLE 182            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE,

 BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)        207

TABLE 183            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE,

 BY DEPLOYMENT MODE, 2019–2025 (USD MILLION)        207

TABLE 184            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE,

 BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)        208

TABLE 185            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, 

BY ORGANIZATION SIZE, 2019–2025 (USD MILLION)         208

TABLE 186            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE,

 BY VERTICAL, 2014–2019 (USD MILLION)              208

TABLE 187            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE,

BY VERTICAL,  2019–2025 (USD MILLION)              209

TABLE 188            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE, 

BY COUNTRY, 2014–2019 (USD MILLION)               209

TABLE 189            MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE,

BY COUNTRY,  2019–2025 (USD MILLION)              210

12.5.5    KINGDOM OF SAUDI ARABIA     210

TABLE 190            KINGDOM OF SAUDI ARABIA: IN-MEMORY COMPUTING MARKET SIZE,

BY COMPONENT, 2014–2019 (USD MILLION)       210

TABLE 191            KINGDOM OF SAUDI ARABIA: IN-MEMORY COMPUTING MARKET SIZE,

 BY COMPONENT, 2019–2025 (USD MILLION)      210

12.5.6    UNITED ARAB EMIRATES              211

TABLE 192            UNITED ARAB EMIRATES: IN-MEMORY COMPUTING MARKET SIZE,

 BY COMPONENT, 2014–2019 (USD MILLION)      211

TABLE 193            UNITED ARAB EMIRATES: IN-MEMORY COMPUTING MARKET SIZE,

 BY COMPONENT, 2019–2025 (USD MILLION)      211

12.5.7    SOUTH AFRICA  211

TABLE 194            SOUTH AFRICA: IN-MEMORY COMPUTING MARKET SIZE,  BY COMPONENT, 2014–2019 (USD MILLION)  211

TABLE 195            SOUTH AFRICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,  2019–2025 (USD MILLION)  212

12.5.8    REST OF MIDDLE EAST AND AFRICA         212

TABLE 196            REST OF MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE,  BY COMPONENT, 2014–2019 (USD MILLION) 212

TABLE 197            REST OF MIDDLE EAST AND AFRICA: IN-MEMORY COMPUTING MARKET SIZE,  BY COMPONENT, 2019–2025 (USD MILLION) 212

12.6        LATIN AMERICA                213

12.6.1    LATIN AMERICA: IN-MEMORY COMPUTING MARKET DRIVERS   213

12.6.2    LATIN AMERICA: COVID-19  IMPACT       213

12.6.3    LATIN AMERICA: REGULATORY IMPLICATIONS   213

12.6.4    FEDERAL LAW ON PROTECTION OF PERSONAL DATA HELD BY INDIVIDUALS          213

TABLE 198            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)                214

TABLE 199            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,  2019–2025 (USD MILLION)                214

TABLE 200            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION,  2014–2019 (USD MILLION)      215

TABLE 201            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SOLUTION,  2019–2025 (USD MILLION)      215

TABLE 202            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE, 2014–2019 (USD MILLION)             215

TABLE 203            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY IMDB PROCESSING TYPE,  2019–2025 (USD MILLION)             215

TABLE 204            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE,  2014–2019 (USD MILLION)           216

TABLE 205            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY SERVICE,  2019–2025 (USD MILLION)           216

TABLE 206            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE,  2014–2019 (USD MILLION)             216

TABLE 207            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY PROFESSIONAL SERVICE,  2019–2025 (USD MILLION)             216

TABLE 208            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION,  2014–2019 (USD MILLION)                217

TABLE 209            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY APPLICATION,  2019–2025 (USD MILLION)                217

TABLE 210            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)             218

TABLE 211            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY DEPLOYMENT MODE,  2019–2025 (USD MILLION)             218

TABLE 212            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE,  2014–2019 (USD MILLION)             218

TABLE 213            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY ORGANIZATION SIZE,  2019–2025 (USD MILLION)             219

TABLE 214            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL,  2014–2019 (USD MILLION)        219

TABLE 215            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY VERTICAL,  2019–2025 (USD MILLION)        220

TABLE 216            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY,  2014–2019 (USD MILLION)        220

TABLE 217            LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE, BY COUNTRY,  2019–2025 (USD MILLION)        221

12.6.5    BRAZIL  221

TABLE 218            BRAZIL: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 

2014–2019 (USD MILLION)           221

TABLE 219            BRAZIL: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT,

 2019–2025 (USD MILLION)          221

12.6.6    MEXICO               222

TABLE 220            MEXICO: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 

2014–2019 (USD MILLION)           222

TABLE 221            MEXICO: IN-MEMORY COMPUTING MARKET SIZE, BY COMPONENT, 

2019–2025 (USD MILLION)           222

12.6.7    REST OF LATIN AMERICA              222

TABLE 222            REST OF LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE,

BY COMPONENT, 2014–2019 (USD MILLION)       222

TABLE 223            REST OF LATIN AMERICA: IN-MEMORY COMPUTING MARKET SIZE,

BY COMPONENT,  2019–2025 (USD MILLION)      223

13           COMPETITIVE LANDSCAPE           224

13.1        OVERVIEW          224

13.2        MARKET EVALUATION FRAMEWORK      224

FIGURE 45           MARKET EVALUATION FRAMEWORK      224

13.3        SHARE OF KEY PLAYERS IN IN-MEMORY COMPUTING MARKET, 2019       225

FIGURE 46           MARKET SHARE OF KEY PLAYERS, 2019   225

13.4        HISTORICAL REVENUE ANALYSIS OF KEY MARKET PLAYERS           226

13.4.1    INTRODUCTION                226

FIGURE 47           HISTORICAL FIVE-YEAR REVENUE ANALYSIS OF KEY MARKET PLAYERS     226

13.5        KEY MARKET DEVELOPMENTS    227

13.5.1    NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS       227

TABLE 224            NEW PRODUCT LAUNCHES AND PRODUCT ENHANCEMENTS, 2020           227

13.5.2    BUSINESS EXPANSIONS                228

TABLE 225            BUSINESS EXPANSIONS, 2019     228

13.5.3    MERGERS AND ACQUISITIONS   229

TABLE 226            MERGERS AND ACQUISITIONS, 2018       229

13.5.4    PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS      229

TABLE 227            PARTNERSHIPS, AGREEMENTS, CONTRACTS, AND COLLABORATIONS,

2018–2020           229

14           COMPANY EVALUATION QUADRANT AND COMPANY PROFILES                234

14.1        OVERVIEW          234

14.2        COMPANY EVALUATION QUADRANT DEFINITIONS AND METHODOLOGY              234

14.2.1    MARKET RANKING ANALYSIS, BY COMPANY       234

FIGURE 48           RANKING OF KEY PLAYERS, 2020               234

14.2.2    STAR      235

14.2.3    EMERGING LEADERS      235

14.2.4    PERVASIVE         235

14.2.5    PARTICIPANT     235

14.3        COMPANY EVALUATION QUADRANT, 2020          236

FIGURE 49           IN-MEMORY COMPUTING MARKET (GLOBAL), COMPANY EVALUATION QUADRANT, 2020           236

 

14.4        COMPANY PROFILES      237

(Business overview, Solutions and services offered, Recent developments, MNM view, Key strengths/right to win, Strategic choices made, and Weaknesses and competitive threats)*

14.4.1    IBM        237

FIGURE 50           IBM: COMPANY SNAPSHOT        237

14.4.2    SAP        243

FIGURE 51           SAP: COMPANY SNAPSHOT         243

14.4.3    ORACLE                246

FIGURE 52           ORACLE: COMPANY SNAPSHOT 246

14.4.4    SAS INSTITUTE  249

FIGURE 53           SAS INSTITUTE: COMPANY SNAPSHOT   249

14.4.5    MICROSOFT       255

FIGURE 54           MICROSOFT: COMPANY SNAPSHOT        255

14.4.6    TIBCO    261

14.4.7    ALTIBASE             263

14.4.8    GIGASPACES      265

14.4.9    SOFTWARE AG  269

14.4.10  RED HAT               270

14.4.11  HAZELCAST         271

14.4.12  MONGODB         272

14.4.13  EXASOL                273

14.4.14  INTEL     274

14.4.15  QLIK       275

14.4.16  SALESFORCE       276

14.4.17  TERADATA          277

14.4.18  WORKDAY           278

14.4.19  KOGNITIO           279

14.4.20  ENEA     279

14.4.21  VOLTDB                280

14.4.22  MCOBJECT          280

14.4.23  MEMSQL             281

14.4.24  FUJITSU               282

*Details on Business overview, Solutions and services offered, Recent developments, MNM view, Key strengths/right to win, Strategic choices made, and Weaknesses and competitive threats might not be captured in case of unlisted companies.

15           APPENDIX           283

15.1        ADJACENT/RELATED MARKETS  283

15.1.1    BIG DATA MARKET          283

TABLE 228            BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)     284

TABLE 229            SOLUTIONS: BIG DATA MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)             284

TABLE 230            SOLUTIONS: BIG DATA MARKET SIZE, BY REGION,

2018–2025 (USD MILLION)           284

TABLE 231            BIG DATA ANALYTICS MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)         285

TABLE 232            DATA DISCOVERY MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 285

TABLE 233            DATA VISUALIZATION MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)        286

TABLE 234            DATA MANAGEMENT MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)        286

TABLE 235            SERVICES: BIG DATA MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)  286

TABLE 236            SERVICES: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)           287

TABLE 237            MANAGED SERVICES MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)          287

TABLE 238            PROFESSIONAL SERVICES: BIG DATA  MARKET SIZE, BY TYPE,

 2018–2025 (USD MILLION)          287

TABLE 239            PROFESSIONAL SERVICES: BIG DATA MARKET SIZE, BY REGION,

 2018–2025 (USD MILLION)          288

TABLE 240            CONSULTING MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)         288

TABLE 241            SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION,

 2018–2025 (USD MILLION)          289

TABLE 242            DEPLOYMENT AND INTEGRATION MARKET SIZE, BY REGION,

 2018–2025 (USD MILLION)          289

TABLE 243            BIG DATA MARKET SIZE, BY DEPLOYMENT MODE,

 2018–2025 (USD MILLION)          289

TABLE 244            ON-PREMISES: BIG DATA MARKET SIZE, BY REGION,

 2018–2025 (USD MILLION)          290

TABLE 245            CLOUD: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)                290

TABLE 246            CLOUD: BIG DATA MARKET SIZE, BY TYPE, 2018–2025 (USD MILLION)       291

TABLE 247            PUBLIC CLOUD: BIG DATA MARKET SIZE, BY REGION,

2018–2025 (USD MILLION)           291

TABLE 248            PRIVATE CLOUD: BIG DATA MARKET SIZE, BY REGION,

 2018–2025 (USD MILLION)          291

TABLE 249            HYBRID CLOUD: BIG DATA MARKET SIZE, BY REGION,

 2018–2025 (USD MILLION)          292

TABLE 250            BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 2018–2025 (USD MILLION)       292

TABLE 251            LARGE ENTERPRISES: BIG DATA MARKET SIZE, BY REGION,

 2018–2025 (USD MILLION)          293

TABLE 252            SMALL AND MEDIUM-SIZED ENTERPRISES: BIG DATA MARKET SIZE,

BY REGION,  2018–2025 (USD MILLION) 293

TABLE 253            BIG DATA MARKET SIZE, BY BUSINESS FUNCTION,

 2018–2025 (USD MILLION)          294

TABLE 254            MARKETING AND SALES: BIG DATA MARKET SIZE, BY REGION, 

2018–2025 (USD MILLION)           294

TABLE 255            OPERATIONS: BIG DATA MARKET SIZE, BY REGION,

 2018–2025 (USD MILLION)          295

TABLE 256            FINANCE: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)            295

TABLE 257            HUMAN RESOURCES: BIG DATA MARKET SIZE, BY REGION,

2018–2025 (USD MILLION)           295

TABLE 258            BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 2018–2025 (USD MILLION)        296

TABLE 259            BANKING, FINANCIAL SERVICES, AND INSURANCE: BIG DATA MARKET SIZE,  BY REGION, 2018–2025 (USD MILLION)             296

TABLE 260            GOVERNMENT AND DEFENSE: BIG DATA MARKET SIZE, BY REGION, 

2018–2025 (USD MILLION)           297

TABLE 261            HEALTHCARE AND LIFE SCIENCES: BIG DATA MARKET SIZE, BY REGION,  2018–2025 (USD MILLION)           297

TABLE 262            MANUFACTURING: BIG DATA MARKET SIZE, BY REGION,

2018–2025 (USD MILLION)           298

TABLE 263            RETAIL AND CONSUMER GOODS: BIG DATA MARKET SIZE, BY REGION,  2018–2025 (USD MILLION)            298

TABLE 264            MEDIA AND ENTERTAINMENT: BIG DATA MARKET SIZE, BY REGION, 

2018–2025 (USD MILLION)           299

TABLE 265            TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY: BIG DATA MARKET SIZE,  BY REGION, 2018–2025 (USD MILLION)       299

TABLE 266            TRANSPORTATION AND LOGISTICS: BIG DATA MARKET SIZE, BY REGION,  2018–2025 (USD MILLION)       300

TABLE 267            OTHERS: BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION)              300

TABLE 268            BIG DATA MARKET SIZE, BY REGION, 2018–2025 (USD MILLION) 300

TABLE 269            NORTH AMERICA: BIG DATA MARKET SIZE, BY COMPONENT,

 2018–2025 (USD MILLION)          301

TABLE 270            NORTH AMERICA: BIG DATA MARKET SIZE, BY SOLUTION,

2018–2025 (USD MILLION)           301

TABLE 271            NORTH AMERICA: BIG DATA MARKET SIZE, BY SERVICE,

2018–2025 (USD MILLION)           301

TABLE 272            NORTH AMERICA: BIG DATA MARKET SIZE, BY PROFESSIONAL SERVICE,  2018–2025 (USD MILLION)          302

TABLE 273            NORTH AMERICA: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE,

  2018–2025 (USD MILLION)         302

TABLE 274            NORTH AMERICA: BIG DATA MARKET SIZE, BY CLOUD TYPE,

2018–2025 (USD MILLION)           303

TABLE 275            NORTH AMERICA: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 

2018–2025 (USD MILLION)           303

TABLE 276            NORTH AMERICA: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION,

 2018–2025 (USD MILLION)          303

TABLE 277            NORTH AMERICA: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL, 

2018–2025 (USD MILLION)           304

TABLE 278            NORTH AMERICA: BIG DATA MARKET SIZE, BY COUNTRY,

2018–2025 (USD MILLION)           304

TABLE 279            UNITED STATES: BIG DATA MARKET SIZE, BY COMPONENT,

2018–2025 (USD MILLION)           305

TABLE 280            UNITED STATES: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE,

 2018–2025 (USD MILLION)          305

TABLE 281            CANADA: BIG DATA MARKET SIZE, BY COMPONENT,

2018–2025 (USD MILLION)           305

TABLE 282            CANADA: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE,

2018–2025 (USD MILLION)           306

TABLE 283            EUROPE: BIG DATA MARKET SIZE, BY COMPONENT,

2018–2025 (USD MILLION)           306

TABLE 284            EUROPE: BIG DATA MARKET SIZE, BY SOLUTION, 2018–2025 (USD MILLION)         306

TABLE 285            EUROPE: BIG DATA MARKET SIZE, BY SERVICE, 2018–2025 (USD MILLION)             307

TABLE 286            EUROPE: BIG DATA MARKET SIZE, BY PROFESSIONAL SERVICE,

 2018–2025 (USD MILLION)          307

TABLE 287            EUROPE: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE,

 2018–2025 (USD MILLION)          307

TABLE 288            EUROPE: BIG DATA MARKET SIZE, BY CLOUD TYPE,

2018–2025 (USD MILLION)           308

TABLE 289            EUROPE: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE,

2018–2025 (USD MILLION)           308

TABLE 290            EUROPE: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION,

 2018–2025 (USD MILLION)          308

TABLE 291            EUROPE: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL,

2018–2025 (USD MILLION)           309

TABLE 292            EUROPE: BIG DATA MARKET SIZE, BY COUNTRY, 2018–2025 (USD MILLION)          309

TABLE 293            UNITED KINGDOM: BIG DATA MARKET SIZE, BY COMPONENT,

2018–2025 (USD MILLION)           310

TABLE 294            GERMANY: BIG DATA MARKET SIZE, BY COMPONENT,

 2018–2025 (USD MILLION)          310

TABLE 295            FRANCE: BIG DATA MARKET SIZE, BY COMPONENT,

 2018–2025 (USD MILLION)          310

TABLE 296            REST OF EUROPE: BIG DATA MARKET SIZE, BY COMPONENT,

 2018–2025 (USD MILLION)          310

TABLE 297            ASIA PACIFIC: BIG DATA MARKET SIZE, BY COMPONENT,

 2018–2025 (USD MILLION)          311

TABLE 298            ASIA PACIFIC: BIG DATA MARKET SIZE, BY SOLUTION,

2018–2025 (USD MILLION)           311

TABLE 299            ASIA PACIFIC: BIG DATA MARKET SIZE, BY SERVICE,

2018–2025 (USD MILLION)           311

TABLE 300            ASIA PACIFIC: BIG DATA MARKET SIZE, BY PROFESSIONAL SERVICE,

 2018–2025 (USD MILLION)          312

TABLE 301            ASIA PACIFIC: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE,

2018–2025 (USD MILLION)           312

TABLE 302            ASIA PACIFIC: BIG DATA MARKET SIZE, BY CLOUD TYPE,

 2018–2025 (USD MILLION)          312

TABLE 303            ASIA PACIFIC: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE, 

2018–2025 (USD MILLION)           313

TABLE 304            ASIA PACIFIC: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION,

 2018–2025 (USD MILLION)          313

TABLE 305            ASIA PACIFIC: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL,

 2018–2025 (USD MILLION)          314

TABLE 306            ASIA PACIFIC: BIG DATA MARKET SIZE, BY COUNTRY

, 2018–2025 (USD MILLION)         314

TABLE 307            CHINA: BIG DATA MARKET SIZE, BY COMPONENT,

 2018–2025 (USD MILLION)          315

TABLE 308            JAPAN: BIG DATA MARKET SIZE, BY COMPONENT,

2018–2025 (USD MILLION)           315

TABLE 309            INDIA: BIG DATA MARKET SIZE, BY COMPONENT, 2018–2025 (USD MILLION)       315

TABLE 310            REST OF ASIA PACIFIC: BIG DATA MARKET SIZE, BY COMPONENT, 

2018–2025 (USD MILLION)           316

TABLE 311            MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY COMPONENT, 

2018–2025 (USD MILLION)           316

TABLE 312            MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY SOLUTION, 

2018–2025 (USD MILLION)           316

TABLE 313            MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY SERVICE, 

2018–2025 (USD MILLION)           317

TABLE 314            MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY PROFESSIONAL SERVICE,  2018–2025 (USD MILLION)                317

TABLE 315            MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE, 2018–2025 (USD MILLION)                317

TABLE 316            MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY CLOUD TYPE, 

2018–2025 (USD MILLION)           318

TABLE 317            MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE,  2018–2025 (USD MILLION)                318

TABLE 318            MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION,  2018–2025 (USD MILLION)                319

TABLE 319            MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL,  2018–2025 (USD MILLION)                319

TABLE 320            MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE, BY COUNTRY,

 2018–2025 (USD MILLION)          320

TABLE 321            KINGDOM OF SAUDI ARABIA: BIG DATA MARKET SIZE, BY COMPONENT,  2018–2025 (USD MILLION)       320

TABLE 322            UNITED ARAB EMIRATES: BIG DATA MARKET SIZE, BY COMPONENT,

  2018–2025 (USD MILLION)         320

TABLE 323            SOUTH AFRICA: BIG DATA MARKET SIZE, BY COMPONENT,

2018–2025 (USD MILLION)           321

TABLE 324            REST OF MIDDLE EAST AND AFRICA: BIG DATA MARKET SIZE,

BY COMPONENT,  2018–2025 (USD MILLION)      321

TABLE 325            LATIN AMERICA: BIG DATA MARKET SIZE, BY COMPONENT,

 2018–2025 (USD MILLION)          321

TABLE 326            LATIN AMERICA: BIG DATA MARKET SIZE, BY SOLUTION,

 2018–2025 (USD MILLION)          322

TABLE 327            LATIN AMERICA: BIG DATA MARKET SIZE, BY SERVICE,

2018–2025 (USD MILLION)           322

TABLE 328            LATIN AMERICA: BIG DATA MARKET SIZE, BY PROFESSIONAL SERVICE,  2018–2025 (USD MILLION)             322

TABLE 329            LATIN AMERICA: BIG DATA MARKET SIZE, BY DEPLOYMENT MODE,

 2018–2025 (USD MILLION)          323

TABLE 330            LATIN AMERICA: BIG DATA MARKET SIZE, BY CLOUD TYPE,

2018–2025 (USD MILLION)           323

TABLE 331            LATIN AMERICA: BIG DATA MARKET SIZE, BY ORGANIZATION SIZE,

 2018–2025 (USD MILLION)          323

TABLE 332            LATIN AMERICA: BIG DATA MARKET SIZE, BY BUSINESS FUNCTION,

 2018–2025 (USD MILLION)          324

TABLE 333            LATIN AMERICA: BIG DATA MARKET SIZE, BY INDUSTRY VERTICAL,

 2018–2025 (USD MILLION)          324

TABLE 334            LATIN AMERICA: BIG DATA MARKET SIZE, BY COUNTRY,

2018–2025 (USD MILLION)           325

TABLE 335            BRAZIL: BIG DATA MARKET SIZE, BY COMPONENT,

 2018–2025 (USD MILLION)          325

TABLE 336            MEXICO: BIG DATA MARKET SIZE, BY COMPONENT,

2018–2025 (USD MILLION)           325

TABLE 337            REST OF LATIN AMERICA: BIG DATA MARKET SIZE, BY COMPONENT,

 2018–2025 (USD MILLION)          326

15.1.2    STREAM ANALYTICS MARKET     326

TABLE 338            STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,

2014–2019 (USD MILLION)           327

TABLE 339            STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,

 2020–2025 (USD MILLION)          327

TABLE 340            SOFTWARE: STREAMING ANALYTICS MARKET SIZE, BY REGION,

  2014–2019 (USD MILLION)         327

TABLE 341            SOFTWARE: STREAMING ANALYTICS MARKET SIZE, BY REGION,

 2020–2025 (USD MILLION)          328

TABLE 342            SERVICES: STREAMING ANALYTICS MARKET SIZE, BY TYPE,

2014–2019 (USD MILLION)           328

TABLE 343            SERVICES: STREAMING ANALYTICS MARKET SIZE, BY TYPE,

 2020–2025 (USD MILLION)          328

TABLE 344            SERVICES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 

2014–2019 (USD MILLION)           329

TABLE 345            SERVICES: STREAMING ANALYTICS MARKET SIZE, BY REGION, 

2020–2025 (USD MILLION)           329

TABLE 346            PROFESSIONAL SERVICES: STREAMING ANALYTICS MARKET SIZE, BY TYPE,  2014–2019 (USD MILLION)    329

TABLE 347            PROFESSIONAL SERVICES: STREAMING ANALYTICS MARKET SIZE, BY TYPE,  2020–2025 (USD MILLION)    330

TABLE 348            PROFESSIONAL SERVICES: STREAMING ANALYTICS MARKET SIZE,

 BY REGION,  2014–2019 (USD MILLION)                330

TABLE 349            PROFESSIONAL SERVICES: STREAMING ANALYTICS MARKET SIZE,

BY REGION,  2020–2025 (USD MILLION) 330

TABLE 350            DEPLOYMENT AND INTEGRATION MARKET SIZE, BY REGION,

 2014–2019 (USD MILLION)          331

TABLE 351            DEPLOYMENT AND INTEGRATION MARKET SIZE, BY REGION,

 2020–2025 (USD MILLION)          331

TABLE 352            SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION,

2014–2019 (USD MILLION)           331

TABLE 353            SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION,

2020–2025 (USD MILLION)           332

TABLE 354            MANAGED SERVICES MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)          332

TABLE 355            MANAGED SERVICES MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)          332

TABLE 356            STREAMING ANALYTICS MARKET SIZE, BY APPLICATION,

2014–2019 (USD MILLION)           333

TABLE 357            STREAMING ANALYTICS MARKET SIZE, BY APPLICATION,

2020–2025 (USD MILLION)           333

TABLE 358            FRAUD DETECTION: STREAMING ANALYTICS MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)          334

TABLE 359            FRAUD DETECTION: STREAMING ANALYTICS MARKET SIZE, BY REGION,  2020–2025 (USD MILLION)          334

TABLE 360            SALES AND MARKETING: STREAMING ANALYTICS MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)                334

TABLE 361            SALES AND MARKETING: STREAMING ANALYTICS MARKET SIZE, BY REGION,  2020–2025 (USD MILLION)                335

TABLE 362            PREDICTIVE ASSET MANAGEMENT: STREAMING ANALYTICS MARKET SIZE,

 BY REGION, 2014–2019 (USD MILLION) 335

TABLE 363            PREDICTIVE ASSET MANAGEMENT: STREAMING ANALYTICS MARKET SIZE,

 BY REGION, 2020–2025 (USD MILLION) 335

TABLE 364            RISK MANAGEMENT: STREAMING ANALYTICS MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)       336

TABLE 365            RISK MANAGEMENT: STREAMING ANALYTICS MARKET SIZE, BY REGION,  2020–2025 (USD MILLION)       336

TABLE 366            NETWORK MANAGEMENT AND OPTIMIZATION: STREAMING ANALYTICS MARKET SIZE,  BY REGION, 2014–2019 (USD MILLION)       336

TABLE 367            NETWORK MANAGEMENT AND OPTIMIZATION: STREAMING ANALYTICS MARKET SIZE,  BY REGION, 2020–2025 (USD MILLION)       337

TABLE 368            LOCATION INTELLIGENCE: STREAMING ANALYTICS MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)                337

TABLE 369            LOCATION INTELLIGENCE: STREAMING ANALYTICS MARKET SIZE, BY REGION,  2020–2025 (USD MILLION)                337

TABLE 370            SUPPLY CHAIN MANAGEMENT: STREAMING ANALYTICS MARKET SIZE,

BY REGION,  2014–2019 (USD MILLION) 338

TABLE 371            SUPPLY CHAIN MANAGEMENT: STREAMING ANALYTICS MARKET SIZE,

BY REGION,  2020–2025 (USD MILLION) 338

TABLE 372            OTHERS: STREAMING ANALYTICS MARKET SIZE, BY REGION,

2014–2019 (USD MILLION)           338

TABLE 373            OTHERS: STREAMING ANALYTICS MARKET SIZE, BY REGION,

2020–2025 (USD MILLION)           339

TABLE 374            STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 

2014–2019 (USD MILLION)           339

TABLE 375            STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE, 

2020–2025 (USD MILLION)           339

TABLE 376            LARGE ENTERPRISES: STREAMING ANALYTICS MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)        340

TABLE 377            LARGE ENTERPRISES: STREAMING ANALYTICS MARKET SIZE, BY REGION,  2020–2025 (USD MILLION)        340

TABLE 378            SMALL AND MEDIUM-SIZED ENTERPRISES: STREAMING ANALYTICS MARKET SIZE,  BY REGION, 2014–2019 (USD MILLION) 340

TABLE 379            SMALL AND MEDIUM-SIZED ENTERPRISES: STREAMING ANALYTICS MARKET SIZE,  BY REGION, 2020–2025 (USD MILLION) 341

TABLE 380            STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,

 2014–2019 (USD MILLION)          341

TABLE 381            STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 

2020–2025 (USD MILLION)           341

TABLE 382            CLOUD: STREAMING ANALYTICS MARKET SIZE, BY TYPE,

 2014–2019 (USD MILLION)          342

TABLE 383            CLOUD: STREAMING ANALYTICS MARKET SIZE, BY TYPE,

 2020–2025 (USD MILLION)          342

TABLE 384            CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION,

2014–2019 (USD MILLION)           342

TABLE 385            CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION,

 2020–2025 (USD MILLION)          343

TABLE 386            PUBLIC CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION, 

2014–2019 (USD MILLION)           343

TABLE 387            PUBLIC CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION, 

2020–2025 (USD MILLION)           343

TABLE 388            PRIVATE CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION, 

2014–2019 (USD MILLION)           344

TABLE 389            PRIVATE CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION,

  2020–2025 (USD MILLION)         344

TABLE 390            HYBRID CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION,

 2014–2019 (USD MILLION)          344

TABLE 391            HYBRID CLOUD: STREAMING ANALYTICS MARKET SIZE, BY REGION, 

2020–2025 (USD MILLION)           345

TABLE 392            ON-PREMISES: STREAMING ANALYTICS MARKET SIZE, BY REGION,

 2014–2019 (USD MILLION)          345

TABLE 393            ON-PREMISES: STREAMING ANALYTICS MARKET SIZE, BY REGION,

 2020–2025 (USD MILLION)          345

TABLE 394            STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL,

 2014–2019 (USD MILLION)          346

TABLE 395            STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL, 

2020–2025 (USD MILLION)           346

TABLE 396            BANKING, FINANCIAL SERVICES, AND INSURANCE: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2014–2019 (USD MILLION)           347

TABLE 397            BANKING, FINANCIAL SERVICES, AND INSURANCE: STREAMING ANALYTICS MARKET SIZE, BY REGION, 2020–2025 (USD MILLION)           347

TABLE 398            TELECOMMUNICATIONS AND IT: STREAMING ANALYTICS MARKET SIZE,

BY REGION, 2014–2019 (USD MILLION)  347

TABLE 399            TELECOMMUNICATIONS AND IT: STREAMING ANALYTICS MARKET SIZE,

 BY REGION, 2020–2025 (USD MILLION) 348

TABLE 400            RETAIL AND ECOMMERCE: STREAMING ANALYTICS MARKET SIZE,

BY REGION,  2014–2019 (USD MILLION) 348

TABLE 401            RETAIL AND ECOMMERCE: STREAMING ANALYTICS MARKET SIZE,

BY REGION,  2020–2025 (USD MILLION) 348

TABLE 402            HEALTHCARE AND LIFE SCIENCES: STREAMING ANALYTICS MARKET SIZE,

BY REGION, 2014–2019 (USD MILLION)  349

TABLE 403            HEALTHCARE AND LIFE SCIENCES: STREAMING ANALYTICS MARKET SIZE,

 BY REGION, 2020–2025 (USD MILLION) 349

TABLE 404            MANUFACTURING: STREAMING ANALYTICS MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)          349

TABLE 405            MANUFACTURING: STREAMING ANALYTICS MARKET SIZE, BY REGION,  2020–2025 (USD MILLION)          350

TABLE 406            GOVERNMENT: STREAMING ANALYTICS MARKET SIZE, BY REGION, 

2014–2019 (USD MILLION)           350

TABLE 407            GOVERNMENT: STREAMING ANALYTICS MARKET SIZE, BY REGION, 

2020–2025 (USD MILLION)           350

TABLE 408            ENERGY AND UTILITIES: STREAMING ANALYTICS MARKET SIZE, BY REGION,  2014–2019 (USD MILLION)  351

TABLE 409            ENERGY AND UTILITIES: STREAMING ANALYTICS MARKET SIZE, BY REGION,  2020–2025 (USD MILLION)  351

TABLE 410            TRANSPORTATION AND LOGISTICS: STREAMING ANALYTICS MARKET SIZE,

BY REGION, 2014–2019 (USD MILLION)  351

TABLE 411            TRANSPORTATION AND LOGISTICS: STREAMING ANALYTICS MARKET SIZE,

BY REGION, 2020–2025 (USD MILLION)  352

TABLE 412            MEDIA AND ENTERTAINMENT: STREAMING ANALYTICS MARKET SIZE,

BY REGION,  2014–2019 (USD MILLION) 352

TABLE 413            MEDIA AND ENTERTAINMENT: STREAMING ANALYTICS MARKET SIZE,

BY REGION,  2020–2025 (USD MILLION) 352

TABLE 414            OTHERS: STREAMING ANALYTICS MARKET SIZE, BY REGION,

2014–2019 (USD MILLION)           353

TABLE 415            OTHERS: STREAMING ANALYTICS MARKET SIZE, BY REGION,

2020–2025 (USD MILLION)           353

TABLE 416            STREAMING ANALYTICS MARKET SIZE, BY REGION,

 2014–2019 (USD MILLION)          353

TABLE 417            STREAMING ANALYTICS MARKET SIZE, BY REGION,

2020–2025 (USD MILLION)           354

TABLE 418            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)  354

TABLE 419            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,  2020–2025 (USD MILLION)  354

TABLE 420            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY SERVICE,  2014–2019 (USD MILLION)             355

TABLE 421            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY SERVICE,  2020–2025 (USD MILLION)             355

TABLE 422            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)             355

TABLE 423            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION)             356

TABLE 424            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION,  2014–2019 (USD MILLION)  356

TABLE 425            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION,  2020–2025 (USD MILLION)  357

TABLE 426            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,  2014–2019 (USD MILLION)             357

TABLE 427            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,  2020–2025 (USD MILLION)             357

TABLE 428            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)             358

TABLE 429            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)             358

TABLE 430            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE,  2014–2019 (USD MILLION)     358

TABLE 431            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE,  2020–2025 (USD MILLION)     359

TABLE 432            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL,  2014–2019 (USD MILLION)             359

TABLE 433            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL,  2020–2025 (USD MILLION)             360

TABLE 434            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY,  2014–2019 (USD MILLION)          360

TABLE 435            NORTH AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY,  2020–2025 (USD MILLION)          361

TABLE 436            UNITED STATES: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)      361

TABLE 437            UNITED STATES: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,  2020–2025 (USD MILLION)      361

TABLE 438            UNITED STATES: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)                361

TABLE 439            UNITED STATES: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)                362

TABLE 440            CANADA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 

2014–2019 (USD MILLION)           362

TABLE 441            CANADA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 

2020–2025 (USD MILLION)           362

TABLE 442            CANADA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)     362

TABLE 443            CANADA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)     363

TABLE 444            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,

 2014–2019 (USD MILLION)          363

TABLE 445            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,

 2020–2025 (USD MILLION)          363

TABLE 446            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY SERVICE,

2014–2019 (USD MILLION)           363

TABLE 447            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY SERVICE,

 2020–2025 (USD MILLION)          364

TABLE 448            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE,  2014–2019 (USD MILLION)                364

TABLE 449            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE,  2020–2025 (USD MILLION)                364

TABLE 450            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION,

 2014–2019 (USD MILLION)          365

TABLE 451            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION, 

2020–2025 (USD MILLION)           365

TABLE 452            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,  2014–2019 (USD MILLION)      366

TABLE 453            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,  2020–2025 (USD MILLION)      366

TABLE 454            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)      366

TABLE 455            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)      366

TABLE 456            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE,

  2014–2019 (USD MILLION)         367

TABLE 457            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE,

 2020–2025 (USD MILLION)          367

TABLE 458            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL,  2014–2019 (USD MILLION)       368

TABLE 459            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL,  2020–2025 (USD MILLION)       368

TABLE 460            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY, 

2014–2019 (USD MILLION)           369

TABLE 461            EUROPE: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY, 

2020–2025 (USD MILLION)           369

TABLE 462            UNITED KINGDOM: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)                370

TABLE 463            UNITED KINGDOM: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,  2020–2025 (USD MILLION)                370

TABLE 464            UNITED KINGDOM: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)             370

TABLE 465            UNITED KINGDOM: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)             370

TABLE 466            GERMANY: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 

2014–2019 (USD MILLION)           371

TABLE 467            GERMANY: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 

2020–2025 (USD MILLION)           371

TABLE 468            GERMANY: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)  371

TABLE 469            GERMANY: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)  371

TABLE 470            FRANCE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,

 2014–2019 (USD MILLION)          372

TABLE 471            FRANCE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,

  2020–2025 (USD MILLION)         372

TABLE 472            FRANCE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)       372

TABLE 473            FRANCE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)       372

TABLE 474            SPAIN: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 

2014–2019 (USD MILLION)           373

TABLE 475            SPAIN: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,

  2020–2025 (USD MILLION)         373

TABLE 476            SPAIN: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)          373

TABLE 477            SPAIN: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)          373

TABLE 478            REST OF EUROPE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)   374

TABLE 479            REST OF EUROPE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,  2020–2025 (USD MILLION)   374

TABLE 480            REST OF EUROPE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)             374

TABLE 481            REST OF EUROPE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)             374

TABLE 482            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)           375

TABLE 483            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,  2020–2025 (USD MILLION)           375

TABLE 484            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY SERVICE,

  2014–2019 (USD MILLION)         375

TABLE 485            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY SERVICE,

 2020–2025 (USD MILLION)          375

TABLE 486            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE,  2014–2019 (USD MILLION)             376

TABLE 487            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE,  2020–2025 (USD MILLION)             376

TABLE 488            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION,  2014–2019 (USD MILLION)           377

TABLE 489            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION,  2020–2025 (USD MILLION)           377

TABLE 490            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,  2014–2019 (USD MILLION)                378

TABLE 491            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,  2020–2025 (USD MILLION)                378

TABLE 492            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)                378

TABLE 493            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)                378

TABLE 494            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE,  2014–2019 (USD MILLION)             379

TABLE 495            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE,  2020–2025 (USD MILLION)             379

TABLE 496            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL,  2014–2019 (USD MILLION)                380

TABLE 497            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL,  2020–2025 (USD MILLION)                380

TABLE 498            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY, 

2014–2019 (USD MILLION)           381

TABLE 499            ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY,

 2020–2025 (USD MILLION)          381

TABLE 500            CHINA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 

2014–2019 (USD MILLION)           382

TABLE 501            CHINA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 

2020–2025 (USD MILLION)           382

TABLE 502            CHINA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)          382

TABLE 503            CHINA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)          382

TABLE 504            INDIA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,

 2014–2019 (USD MILLION)          383

TABLE 505            INDIA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 

2020–2025 (USD MILLION)           383

TABLE 506            INDIA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)           383

TABLE 507            INDIA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)           383

TABLE 508            SINGAPORE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,

 2014–2019 (USD MILLION)          384

TABLE 509            SINGAPORE: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 

2020–2025 (USD MILLION)           384

TABLE 510            SINGAPORE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)                384

TABLE 511            SINGAPORE: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)                384

TABLE 512            JAPAN: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 

2014–2019 (USD MILLION)           385

TABLE 513            JAPAN: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 

2020–2025 (USD MILLION)           385

TABLE 514            JAPAN: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)         385

TABLE 515            JAPAN: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)         385

TABLE 516            REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE,

 BY COMPONENT,  2014–2019 (USD MILLION)     386

TABLE 517            REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE,

BY COMPONENT,  2020–2025 (USD MILLION)      386

TABLE 518            REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE,

BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)         386

TABLE 519            REST OF ASIA PACIFIC: STREAMING ANALYTICS MARKET SIZE,

BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)         386

TABLE 520            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE,

 BY COMPONENT, 2014–2019 (USD MILLION)      387

TABLE 521            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE,

 BY COMPONENT, 2020–2025 (USD MILLION)      387

TABLE 522            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE,

 BY SERVICE,  2014–2019 (USD MILLION)                387

TABLE 523            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE,

BY SERVICE,  2020–2025 (USD MILLION) 388

TABLE 524            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE,

 BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION) 388

TABLE 525            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE,

BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION)  388

TABLE 526            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE,

 BY APPLICATION, 2014–2019 (USD MILLION)      389

TABLE 527            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE,

BY APPLICATION, 2020–2025 (USD MILLION)       389

TABLE 528            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE,

 BY ORGANIZATION SIZE, 2014–2019 (USD MILLION)        390

TABLE 529            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, 

BY ORGANIZATION SIZE, 2020–2025 (USD MILLION)         390

TABLE 530            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, 

BY DEPLOYMENT MODE, 2014–2019 (USD MILLION)         390

TABLE 531            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE,

 BY DEPLOYMENT MODE, 2020–2025 (USD MILLION)        390

TABLE 532            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE, 2014–2019 (USD MILLION)             391

TABLE 533            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE, 2020–2025 (USD MILLION)             391

TABLE 534            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, 

BY INDUSTRY VERTICAL, 2014–2019 (USD MILLION)          392

TABLE 535            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE, 

BY INDUSTRY VERTICAL, 2020–2025 (USD MILLION)          392

TABLE 536            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE,

BY COUNTRY,  2014–2019 (USD MILLION)              393

TABLE 537            MIDDLE EAST AND AFRICA: STREAMING ANALYTICS MARKET SIZE,

BY COUNTRY,  2020–2025 (USD MILLION)              393

TABLE 538            MIDDLE EAST: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)          393

TABLE 539            MIDDLE EAST: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,  2020–2025 (USD MILLION)          394

TABLE 540            MIDDLE EAST: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)                394

TABLE 541            MIDDLE EAST: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)                394

TABLE 542            AFRICA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 

2014–2019 (USD MILLION)           394

TABLE 543            AFRICA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,

 2020–2025 (USD MILLION)          395

TABLE 544            AFRICA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)        395

TABLE 545            AFRICA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)        395

TABLE 546            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,  2014–2019 (USD MILLION)     395

TABLE 547            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,  2020–2025 (USD MILLION)     396

TABLE 548            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY SERVICE,

 2014–2019 (USD MILLION)          396

TABLE 549            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY SERVICE,

  2020–2025 (USD MILLION)         396

TABLE 550            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2014–2019 (USD MILLION)             397

TABLE 551            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY PROFESSIONAL SERVICE, 2020–2025 (USD MILLION)             397

TABLE 552            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION,  2014–2019 (USD MILLION)     397

TABLE 553            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY APPLICATION,  2020–2025 (USD MILLION)     398

TABLE 554            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,  2014–2019 (USD MILLION)                398

TABLE 555            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY ORGANIZATION SIZE,  2020–2025 (USD MILLION)                398

TABLE 556            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)                399

TABLE 557            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)                399

TABLE 558            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE,  2014–2019 (USD MILLION)        399

TABLE 559            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY CLOUD TYPE,  2020–2025 (USD MILLION)        400

TABLE 560            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL,  2014–2019 (USD MILLION)                400

TABLE 561            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY INDUSTRY VERTICAL,  2020–2025 (USD MILLION)                401

TABLE 562            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY

,  2014–2019 (USD MILLION)        401

TABLE 563            LATIN AMERICA: STREAMING ANALYTICS MARKET SIZE, BY COUNTRY,

 2020–2025 (USD MILLION)          402

TABLE 564            BRAZIL: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 

2014–2019 (USD MILLION)           402

TABLE 565            BRAZIL: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT, 

2020–2025 (USD MILLION)           402

TABLE 566            BRAZIL: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)         403

TABLE 567            BRAZIL: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)         403

TABLE 568            MEXICO: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT

,  2014–2019 (USD MILLION)        403

TABLE 569            MEXICO: STREAMING ANALYTICS MARKET SIZE, BY COMPONENT,

 2020–2025 (USD MILLION)          403

TABLE 570            MEXICO: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2014–2019 (USD MILLION)      404

TABLE 571            MEXICO: STREAMING ANALYTICS MARKET SIZE, BY DEPLOYMENT MODE,  2020–2025 (USD MILLION)      404

15.2        DISCUSSION GUIDE        405

15.3        KNOWLEDGE STORE: MARKETSANDMARKETS’  SUBSCRIPTION PORTAL  409

15.4        AVAILABLE CUSTOMIZATIONS   411

15.5        RELATED REPORTS           411

15.6        AUTHOR DETAILS             412

 

 

Particle Size Analysis Market by Technology (Laser Diffraction, DLS, Imaging, Coulter Principle, Sieving, Nanoparticle Tracking), Dispersion (Wet, Dry...

Publisher:        MarketsandMarkets

# of Pages:        204

Rating: 

1 User License $4,950

Publication Date:  November, 2021

Price:       $4,950 / User License




1 INTRODUCTION 26
1.1 OBJECTIVES OF THE STUDY 26
1.2 MARKET DEFINITION 26
1.2.1 INCLUSIONS & EXCLUSIONS 27
1.3 MARKET SCOPE 27
1.3.1 MARKETS COVERED 27
1.3.1.1 Regions covered 28
1.3.2 YEARS CONSIDERED FOR THE STUDY 28
1.4 CURRENCY USED FOR THE STUDY 29
1.5 STAKEHOLDERS 29
1.6 SUMMARY OF CHANGES 29
2 RESEARCH METHODOLOGY 31
2.1 RESEARCH DATA 31
FIGURE 1 RESEARCH DESIGN 31
2.1.1 SECONDARY DATA 32
2.1.1.1 Indicative list of secondary sources 33
2.1.2 PRIMARY DATA 33
2.1.2.1 Breakdown of primaries 34
FIGURE 2 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 34
2.2 MARKET ESTIMATION METHODOLOGY 34
FIGURE 3 RESEARCH METHODOLOGY: HYPOTHESIS BUILDING 35
2.2.1 REVENUE MAPPING-BASED MARKET ESTIMATION 35
2.2.2 PRODUCT-BASED MARKET ESTIMATION 36
FIGURE 4 PARTICLE SIZE ANALYSIS MARKET: REVENUE MAPPING-BASED ESTIMATION 36
2.2.3 END USER-BASED MARKET SIZE ESTIMATION 36
FIGURE 5 PARTICLE SIZE ANALYSIS MARKET: END USER-BASED ESTIMATION 37
2.2.4 PRIMARY RESEARCH VALIDATION 37
2.3 COVID-19 HEALTH ASSESSMENT 38
2.4 COVID-19 ECONOMIC ASSESSMENT 38
2.5 ASSESSMENT OF THE IMPACT OF COVID-19 ON THE ECONOMIC SCENARIO 38
FIGURE 6 CRITERIA IMPACTING THE GLOBAL ECONOMY 39
FIGURE 7 RECOVERY SCENARIO OF THE GLOBAL ECONOMY 40
2.6 DATA TRIANGULATION 41
FIGURE 8 DATA TRIANGULATION 41
2.7 RESEARCH ASSUMPTIONS 42
2.8 RESEARCH LIMITATIONS 42
3 EXECUTIVE SUMMARY 43
FIGURE 9 PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2021 VS. 2026 (USD MILLION) 43
FIGURE 10 PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE,
2021 VS. 2026 (USD MILLION) 44
FIGURE 11 PARTICLE SIZE ANALYSIS MARKET, BY END USER,
2021 VS. 2026 (USD MILLION) 45
FIGURE 12 PARTICLE SIZE ANALYSIS MARKET SHARE FOR HEALTHCARE INDUSTRY,
BY END USER (2021 VS. 2026) 45
FIGURE 13 PARTICLE SIZE ANALYSIS MARKET: GEOGRAPHIC SNAPSHOT 46
4 PREMIUM INSIGHTS 48
4.1 PARTICLE SIZE ANALYSIS MARKET OVERVIEW 48
FIGURE 14 INCREASING RESEARCH ACTIVITIES IN NANOTECHNOLOGY TO DRIVE MARKET GROWTH 48
4.2 PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY 49
FIGURE 15 LASER DIFFRACTION SEGMENT TO DOMINATE THE MARKET DURING
2021–2026 49
4.3 PARTICLE SIZE ANALYSIS MARKET, BY END USER (2020) 49
FIGURE 16 NORTH AMERICA WAS A KEY MARKET FOR ALL END USER SEGMENTS IN 2020 49
4.4 GEOGRAPHIC SNAPSHOT OF THE PARTICLE SIZE ANALYSIS MARKET 50
FIGURE 17 CHINA AND INDIA TO BE THE FASTEST-GROWING MARKETS FOR PARTICLE SIZE ANALYSIS PRODUCTS DURING THE FORECAST PERIOD 50
5 MARKET OVERVIEW 51
5.1 INTRODUCTION 51
5.2 MARKET DYNAMICS 51
FIGURE 18 PARTICLE SIZE ANALYSIS MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 51
5.2.1 DRIVERS 52
5.2.1.1 Increasing research activities in the field of nanotechnology 52
5.2.1.2 Increasing investments in pharmaceutical R&D 53
5.2.1.3 Development of technologically advanced nanoparticle instruments 53
5.2.1.4 Stringent regulatory guidelines for product quality across industries 53
5.2.1.5 Increasing funding activities to drive the purchasing power of research institutions 54
5.2.2 RESTRAINTS 54
5.2.2.1 High cost of particle size analyzers 54
5.2.2.2 Limitations in particle characterization range 54
5.2.3 OPPORTUNITIES 55
5.2.3.1 Increasing number of conferences and events 55
5.2.3.2 Emerging markets 55
5.2.4 CHALLENGES 56
5.2.4.1 Lack of well-established distribution networks among SMEs 56
5.2.4.2 Limitations of laser diffraction technology 56
5.3 PORTER’S FIVE FORCES ANALYSIS 57
5.3.1 OVERVIEW 57
TABLE 1 PARTICLE SIZE ANALYSIS MARKET: PORTER’S FIVE FORCES ANALYSIS 57
5.3.2 THREAT OF NEW ENTRANTS 57
5.3.3 THREAT OF SUBSTITUTES 57
5.3.4 BARGAINING POWER OF SUPPLIERS 58
5.3.5 BARGAINING POWER OF BUYERS 58
5.3.6 DEGREE OF COMPETITION 58
5.4 REGULATORY ANALYSIS 58
5.5 ECOSYSTEM MAPPING 62
5.6 VALUE CHAIN ANALYSIS 62
5.6.1 RESEARCH AND DEVELOPMENT (R&D) 62
5.6.2 MANUFACTURING AND ASSEMBLY 62
5.6.3 DISTRIBUTION, MARKETING & SALES, AND POST-SALES SERVICES 62
FIGURE 19 VALUE CHAIN ANALYSIS 63
5.7 SUPPLY CHAIN ANALYSIS 63
5.7.1 PROMINENT COMPANIES 63
5.7.2 SMALL & MEDIUM-SIZED ENTERPRISES (SMES) 63
5.7.3 END USERS 64
FIGURE 20 SUPPLY CHAIN ANALYSIS 64
5.8 IMPACT OF COVID-19 ON THE PARTICLE SIZE ANALYSIS MARKET 64
5.9 PRICING ANALYSIS 65
5.10 PATENT ANALYSIS 65
FIGURE 21 TOP 10 PATENT OWNERS FOR PARTICLE SIZE ANALYSIS
(JANUARY 2011 AND OCTOBER 2021) 65
FIGURE 22 TOP 10 INVENTORS FOR PARTICLE SIZE ANALYSIS
(JANUARY 2011 AND OCTOBER 2021) 66
FIGURE 23 TOP 10 PATENT APPLICANTS FOR PARTICLE SIZE ANALYSIS
(JANUARY 2011 AND OCTOBER 2021) 66
FIGURE 24 PATENT DOCUMENTS BY JURISDICTION FOR PARTICLE SIZE ANALYSIS (JANUARY 2011 AND OCTOBER 2021) 67
FIGURE 25 PATENT DOCUMENTS BY LEGAL STATUS FOR PARTICLE SIZE ANALYSIS (JANUARY 2011 AND OCTOBER 2021) 67
6 PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY 68
6.1 INTRODUCTION 69
TABLE 2 PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 69
6.2 LASER DIFFRACTION 69
6.2.1 TECHNOLOGICAL ADVANTAGES OF THIS METHOD TO RESULT IN HIGHER ADOPTION AMONGST END USERS 69
TABLE 3 PARTICLE SIZE ANALYSIS MARKET FOR LASER DIFFRACTION, BY REGION, 2019–2026 (USD MILLION) 71
TABLE 4 PARTICLE SIZE ANALYSIS MARKET FOR LASER DIFFRACTION, BY END USER, 2019–2026 (USD MILLION) 71
6.3 DYNAMIC LIGHT SCATTERING 72
6.3.1 NANOTECHNOLOGICAL APPLICATIONS OF DLS TECHNOLOGIES TO DRIVE MARKET GROWTH 72
TABLE 5 PARTICLE SIZE ANALYSIS MARKET FOR DYNAMIC LIGHT SCATTERING,
BY REGION, 2019–2026 (USD MILLION) 73
TABLE 6 PARTICLE SIZE ANALYSIS MARKET FOR DYNAMIC LIGHT SCATTERING,
BY END USER, 2019–2026 (USD MILLION) 73
6.4 IMAGING 74
TABLE 7 PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 74
TABLE 8 PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY REGION,
2019–2026 (USD MILLION) 75
TABLE 9 PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY END USER,
2019–2026 (USD MILLION) 75
6.4.1 DYNAMIC IMAGING 76
6.4.1.1 User-friendliness and high-speed analysis to drive market growth 76
TABLE 10 PARTICLE SIZE ANALYSIS MARKET FOR DYNAMIC IMAGING, BY REGION, 2019–2026 (USD MILLION) 77
6.4.2 STATIC IMAGING 77
6.4.2.1 High-resolution particle size and shape information output to push the market growth 77
TABLE 11 PARTICLE SIZE ANALYSIS MARKET FOR STATIC IMAGING, BY REGION,
2019–2026 (USD MILLION) 78
6.5 NANOPARTICLE TRACKING ANALYSIS (NTA) 78
6.5.1 ADVANCED TECHNOLOGY FOR NANO-PARTICLE SIZE ANALYSIS TO DRIVE MARKET 78
TABLE 12 PARTICLE SIZE ANALYSIS MARKET FOR NANOPARTICLE TRACKING ANALYSIS, BY REGION, 2019–2026 (USD MILLION) 79
TABLE 13 PARTICLE SIZE ANALYSIS MARKET FOR NANOPARTICLE TRACKING ANALYSIS, BY END USER, 2019–2026 (USD MILLION) 80
6.6 COULTER PRINCIPLE 80
6.6.1 HIGH ADOPTION IN THE HEALTHCARE INDUSTRY TO DRIVE CELLULAR SIZE ANALYSIS 80
TABLE 14 PARTICLE SIZE ANALYSIS MARKET FOR THE COULTER PRINCIPLE, BY REGION, 2019–2026 (USD MILLION) 81
TABLE 15 PARTICLE SIZE ANALYSIS MARKET FOR THE COULTER PRINCIPLE,
BY END USER, 2019–2026 (USD MILLION) 81
6.7 SIEVE ANALYSIS 82
6.7.1 DEVELOPMENT OF OTHER ADVANCED AND ACCURATE TECHNIQUES FOR PARTICLE SIZING TO DISRUPT THE SEGMENT GROWTH 82
TABLE 16 PARTICLE SIZE ANALYSIS MARKET FOR SIEVE ANALYSIS, BY REGION,
2019–2026 (USD MILLION) 82
TABLE 17 PARTICLE SIZE ANALYSIS MARKET FOR SIEVE ANALYSIS, BY END USER, 2019–2026 (USD MILLION) 83
6.8 OTHER TECHNOLOGIES 83
TABLE 18 PARTICLE SIZE ANALYSIS MARKET FOR OTHER TECHNOLOGIES, BY REGION, 2019–2026 (USD MILLION) 84
TABLE 19 PARTICLE SIZE ANALYSIS MARKET FOR OTHER TECHNOLOGIES,
BY END USER, 2019–2026 (USD MILLION) 84
7 PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE 85
7.1 INTRODUCTION 86
TABLE 20 PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE,
2019–2026 (USD MILLION) 86
7.2 WET DISPERSION 86
7.2.1 HIGH ADOPTION AMONGST END USERS, ESPECIALLY FOR TOUGH SAMPLES/MATERIALS, TO SUPPORT MARKET GROWTH 86
TABLE 21 PARTICLE SIZE ANALYSIS MARKET FOR WET DISPERSION, BY REGION,
2019–2026 (USD MILLION) 87
7.3 DRY DISPERSION 87
7.3.1 EASE OF USE COMPARED TO WET DISPERSION METHODS TO DRIVE MARKET GROWTH 87
TABLE 22 PARTICLE SIZE ANALYSIS MARKET FOR DRY DISPERSION, BY REGION,
2019–2026 (USD MILLION) 88
7.4 SPRAY DISPERSION 89
7.4.1 INCREASED USE OF SPRAY-BASED MEDICINES IN THE PHARMACEUTICAL INDUSTRY TO DRIVE MARKET GROWTH 89
TABLE 23 PARTICLE SIZE ANALYSIS MARKET FOR SPRAY DISPERSION, BY REGION, 2019–2026 (USD MILLION) 89
8 PARTICLE SIZE ANALYSIS MARKET, BY END USER 90
8.1 INTRODUCTION 91
TABLE 24 PARTICLE SIZE ANALYSIS MARKET, BY END USER,
2019–2026 (USD MILLION) 91
8.2 HEALTHCARE INDUSTRY 91
TABLE 25 PARTICLE SIZE ANALYSIS MARKET FOR HEALTHCARE INDUSTRY,
BY END USER, 2019–2026 (USD MILLION) 92
TABLE 26 PARTICLE SIZE ANALYSIS MARKET FOR HEALTHCARE INDUSTRY, BY REGION, 2019–2026 (USD MILLION) 93
8.2.1 PHARMACEUTICAL & BIOTECHNOLOGY COMPANIES 93
8.2.1.1 Particle size analysis plays a crucial step in raw material assessment and quality control 93
TABLE 27 PARTICLE SIZE ANALYSIS MARKET FOR PHARMACEUTICAL & BIOTECHNOLOGY COMPANIES, BY REGION, 2019–2026 (USD MILLION) 94
8.2.2 PUBLIC & PRIVATE RESEARCH INSTITUTIONS 94
8.2.2.1 Active government investment to support nanotechnology research to drive the market demand 94
TABLE 28 PARTICLE SIZE ANALYSIS MARKET FOR PUBLIC & PRIVATE RESEARCH INSTITUTIONS, BY REGION, 2019–2026 (USD MILLION) 95
8.2.3 ACADEMIC INSTITUTIONS 95
8.2.3.1 Increasing focus on nanotechnology-related research and studies to expand the utilization of particle size analyzers 95
TABLE 29 PARTICLE SIZE ANALYSIS MARKET FOR ACADEMIC INSTITUTIONS,
BY REGION, 2019–2026 (USD MILLION) 96
8.3 COSMETIC INDUSTRY 96
8.3.1 WIDESPREAD APPLICATION IN MANUFACTURING AND QUALITY CONTROL OF THE FINAL PRODUCT TO SUPPORT MARKET GROWTH 96
TABLE 30 PARTICLE SIZE ANALYSIS MARKET FOR COSMETIC INDUSTRY, BY REGION, 2019–2026 (USD MILLION) 97
8.4 CHEMICALS & PETROLEUM INDUSTRY 97
8.4.1 EXPANDING CHEMICALS & PETROLEUM INDUSTRY TO REFLECT
THE INCREASING DEMAND FOR PARTICLE SIZE ANALYZERS 97
TABLE 31 PARTICLE SIZE ANALYSIS MARKET FOR CHEMICALS & PETROLEUM INDUSTRY, BY REGION, 2019–2026 (USD MILLION) 98
8.5 MINING, MINERALS, AND CEMENT INDUSTRY 98
8.5.1 WIDESPREAD APPLICATION OF PARTICLE SIZE ANALYSIS TO SUPPORT MARKET GROWTH 98
TABLE 32 PARTICLE SIZE ANALYSIS MARKET FOR MINING, MINERALS, AND CEMENT INDUSTRY, BY REGION, 2019–2026 (USD MILLION) 99
8.6 FOOD & BEVERAGE INDUSTRY 99
8.6.1 GROWING CONCERN OVER FOOD QUALITY AND SAFETY COMPLIANCE IN EMERGING COUNTRIES TO DRIVE THE MARKET 99
TABLE 33 PARTICLE SIZE ANALYSIS MARKET FOR FOOD & BEVERAGE INDUSTRY,
BY REGION, 2019–2026 (USD MILLION) 100
8.7 OTHER INDUSTRIES 100
TABLE 34 PARTICLE SIZE ANALYSIS MARKET FOR OTHER INDUSTRIES, BY REGION, 2019–2026 (USD MILLION) 101
9 PARTICLE SIZE ANALYSIS MARKET, BY REGION 102
9.1 INTRODUCTION 103
TABLE 35 PARTICLE SIZE ANALYSIS MARKET, BY REGION, 2019–2026 (USD MILLION) 103
9.2 NORTH AMERICA 104
FIGURE 26 NORTH AMERICA: PARTICLE SIZE ANALYSIS MARKET SNAPSHOT 105
TABLE 36 NORTH AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY COUNTRY,
2019–2026 (USD MILLION) 106
TABLE 37 NORTH AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY, 2019–2026 (USD MILLION) 106
TABLE 38 NORTH AMERICA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE, 2019–2026 (USD MILLION) 106
TABLE 39 NORTH AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE, 2019–2026 (USD MILLION) 107
TABLE 40 NORTH AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY END USER,
2019–2026 (USD MILLION) 107
TABLE 41 NORTH AMERICA: PARTICLE SIZE ANALYSIS MARKET FOR THE HEALTHCARE INDUSTRY, BY END USER, 2019–2026 (USD MILLION) 108
9.2.1 US 108
9.2.1.1 Presence of a large number of pharmaceutical & biotechnological companies to support the market growth 108
TABLE 42 US: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 109
TABLE 43 US: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 109
9.2.2 CANADA 110
9.2.2.1 Increasing number of conferences on nanotechnology to drive the market growth 110
TABLE 44 CANADA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 110
TABLE 45 CANADA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 111
9.3 EUROPE 111
TABLE 46 EUROPE: PARTICLE SIZE ANALYSIS MARKET, BY COUNTRY,
2019–2026 (USD MILLION) 112
TABLE 47 EUROPE: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 112
TABLE 48 EUROPE: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 113
TABLE 49 EUROPE: PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE,
2019–2026 (USD MILLION) 113
TABLE 50 EUROPE: PARTICLE SIZE ANALYSIS MARKET, BY END USER,
2019–2026 (USD MILLION) 113
TABLE 51 EUROPE: PARTICLE SIZE ANALYSIS MARKET FOR THE HEALTHCARE INDUSTRY, BY END USER, 2019–2026 (USD MILLION) 114
9.3.1 GERMANY 114
9.3.1.1 Increasing number of conferences and workshops to push the adoption of particle size analyzers 114
TABLE 52 GERMANY: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 115
TABLE 53 GERMANY: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 115
9.3.2 UK 115
9.3.2.1 Academic and research institutions to drive the demand for particle size analyzers 115
TABLE 54 UK: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 116
TABLE 55 UK: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 116
9.3.3 FRANCE 117
9.3.3.1 Public-private investments for biotechnology to support the adoption of particle size analyzers 117
TABLE 56 FRANCE: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 117
TABLE 57 FRANCE: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 118
9.3.4 ITALY 118
9.3.4.1 Well established manufacturing and research infrastructure to push the utilization of particle size analyzers 118
TABLE 58 ITALY: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 119
TABLE 59 ITALY: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 119
9.3.5 SPAIN 119
9.3.5.1 Favorable environment for pharma and biotech companies and SMEs to support the demand for particle size analysis products 119
TABLE 60 SPAIN: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 120
TABLE 61 SPAIN: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 120
9.3.6 REST OF EUROPE 121
TABLE 62 ROE: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 121
TABLE 63 ROE: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 122
9.4 ASIA PACIFIC 122
FIGURE 27 ASIA PACIFIC: PARTICLE SIZE ANALYSIS MARKET SNAPSHOT 123
TABLE 64 ASIA PACIFIC: PARTICLE SIZE ANALYSIS MARKET, BY COUNTRY,
2019–2026 (USD MILLION) 124
TABLE 65 ASIA PACIFIC: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 124
TABLE 66 ASIA PACIFIC: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE, 2019–2026 (USD MILLION) 125
TABLE 67 ASIA PACIFIC: PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE, 2019–2026 (USD MILLION) 125
TABLE 68 ASIA PACIFIC: PARTICLE SIZE ANALYSIS MARKET, BY END USER,
2019–2026 (USD MILLION) 126
TABLE 69 ASIA PACIFIC: PARTICLE SIZE ANALYSIS MARKET FOR THE HEALTHCARE INDUSTRY, BY END USER, 2019–2026 (USD MILLION) 126
9.4.1 CHINA 127
9.4.1.1 Growing end user base to push the demand for particle size analyzers in China 127
TABLE 70 CHINA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 127
TABLE 71 CHINA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 128
9.4.2 JAPAN 128
9.4.2.1 Rising R&D expenditure to drive the Japanese market 128
TABLE 72 JAPAN: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 129
TABLE 73 JAPAN: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 129
9.4.3 INDIA 129
9.4.3.1 Growing pharmaceutical manufacturing base to boost the demand for particle size analyzers 129
TABLE 74 INDIA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 130
TABLE 75 INDIA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 131
9.4.4 AUSTRALIA 131
9.4.4.1 Strong focus on biotechnology-based manufacturing and research to fuel market growth 131
TABLE 76 AUSTRALIA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 132
TABLE 77 AUSTRALIA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE, 2019–2026 (USD MILLION) 132
9.4.5 SOUTH KOREA 132
9.4.5.1 Strong focus on R&D activities to drive the market growth 132
TABLE 78 SOUTH KOREA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 133
TABLE 79 SOUTH KOREA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE, 2019–2026 (USD MILLION) 133
9.4.6 REST OF ASIA PACIFIC 134
TABLE 80 ROAPAC: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 134
TABLE 81 ROAPAC: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 134
9.5 LATIN AMERICA 135
TABLE 82 LATIN AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY COUNTRY,
2019–2026 (USD MILLION) 135
TABLE 83 LATIN AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 136
TABLE 84 LATIN AMERICA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE, 2019–2026 (USD MILLION) 136
TABLE 85 LATIN AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE, 2019–2026 (USD MILLION) 136
TABLE 86 LATIN AMERICA: PARTICLE SIZE ANALYSIS MARKET, BY END USER,
2019–2026 (USD MILLION) 137
TABLE 87 LATIN AMERICA: PARTICLE SIZE ANALYSIS MARKET FOR THE HEALTHCARE INDUSTRY, BY END USER, 2019–2026 (USD MILLION) 137
9.5.1 BRAZIL 138
9.5.1.1 Lack of stringent government guidelines to hinder the market growth 138
TABLE 88 BRAZIL: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 138
TABLE 89 BRAZIL: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 139
9.5.2 MEXICO 139
9.5.2.1 Well established mining and petroleum industry base to boost the market growth 139
TABLE 90 MEXICO: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 140
TABLE 91 MEXICO: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 140
9.5.3 REST OF LATIN AMERICA 140
TABLE 92 ROLA: PARTICLE SIZE ANALYSIS MARKET, BY TECHNOLOGY,
2019–2026 (USD MILLION) 141
TABLE 93 ROLA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING, BY TYPE,
2019–2026 (USD MILLION) 141
9.6 MIDDLE EAST & AFRICA 142
9.6.1 MULTIPLE CONFERENCES AND EXHIBITIONS TO PROMOTE THE UTILIZATION OF PARTICLE SIZE ANALYZERS 142
TABLE 94 MIDDLE EAST & AFRICA: PARTICLE SIZE ANALYSIS MARKET,
BY TECHNOLOGY, 2019–2026 (USD MILLION) 142
TABLE 95 MIDDLE EAST & AFRICA: PARTICLE SIZE ANALYSIS MARKET FOR IMAGING,
BY TYPE, 2019–2026 (USD MILLION) 143
TABLE 96 MIDDLE EAST & AFRICA: PARTICLE SIZE ANALYSIS MARKET, BY DISPERSION TYPE, 2019–2026 (USD MILLION) 143
TABLE 97 MIDDLE EAST & AFRICA: PARTICLE SIZE ANALYSIS MARKET, BY END USER, 2019–2026 (USD MILLION) 144
TABLE 98 MIDDLE EAST & AFRICA: PARTICLE SIZE ANALYSIS MARKET FOR THE HEALTHCARE INDUSTRY, BY END USER, 2019–2026 (USD MILLION) 144
10 COMPETITIVE LANDSCAPE 145
10.1 OVERVIEW 145
10.2 KEY PLAYER STRATEGIES 145
FIGURE 28 KEY DEVELOPMENTS IN THE PARTICLE SIZE ANALYSIS MARKET
(2018 TO 2021) 146
10.3 REVENUE SHARE ANALYSIS OF KEY MARKET PLAYERS 147
FIGURE 29 REVENUE SHARE ANALYSIS OF THE TOP THREE PLAYERS IN THE PARTICLE SIZE ANALYSIS MARKET 147
10.4 MARKET SHARE ANALYSIS 148
FIGURE 30 PARTICLE SIZE ANALYSIS MARKET SHARE, BY KEY PLAYER, 2020 148
10.5 COMPETITIVE LEADERSHIP MAPPING: COMPANY EVALUATION MATRIX FOR 25 MAJOR PLAYERS 149
10.5.1 TERMINOLOGY/NOMENCLATURE 150
10.5.1.1 Stars 150
10.5.1.2 Emerging leaders 150
10.5.1.3 Pervasive players 150
10.5.1.4 Participants 150
FIGURE 31 PARTICLE SIZE ANALYSIS MARKET: COMPETITIVE LEADERSHIP MAPPING, 2020 151
10.6 COMPETITIVE LEADERSHIP MAPPING-START-UP/ SME EVALUATION QUADRANT 152
10.6.1 PROGRESSIVE COMPANIES 152
10.6.2 RESPONSIVE COMPANIES 152
10.6.3 DYNAMIC COMPANIES 152
10.6.4 STARTING BLOCKS 152
FIGURE 32 DIGITAL X-RAY MARKET: COMPETITIVE LEADERSHIP MAPPING (SMES/START-UPS) 153
10.7 COMPETITIVE BENCHMARKING 154
TABLE 99 TECHNOLOGY AND REGIONAL FOOTPRINT ANALYSIS OF THE TOP PLAYERS IN THE PARTICLE SIZE ANALYSIS MARKET 154
TABLE 100 TECHNOLOGY FOOTPRINT ANALYSIS OF THE TOP PLAYERS IN THE PARTICLE SIZE ANALYSIS MARKET 155
TABLE 101 REGIONAL FOOTPRINT ANALYSIS OF THE TOP PLAYERS IN THE PARTICLE SIZE ANALYSIS MARKET 156
10.8 COMPETITIVE SCENARIO (2018–2021) 157
10.8.1 NEW PRODUCT LAUNCHES & APPROVALS 157
10.8.2 DEALS 158
10.8.3 OTHER DEVELOPMENTS 159
11 COMPANY PROFILES 160
11.1 KEY PLAYERS 160
(Business overview, Products offered, Recent developments, MNM view)*
11.1.1 AIMSIZER (DANDONG HMKTEST INSTRUMENT CO., LTD.) 160
TABLE 102 DANDONG HMKTEST INSTRUMENT CO., LTD.: BUSINESS OVERVIEW 160
11.1.2 ANTON PAAR GMBH 162
TABLE 103 ANTON PAAR GMBH: BUSINESS OVERVIEW 162
11.1.3 BECKMAN COULTER, INC. (A SUBSIDIARY OF DANAHER) 164
TABLE 104 DANAHER: BUSINESS OVERVIEW 164
FIGURE 33 DANAHER: COMPANY SNAPSHOT (2020) 165
11.1.4 BETTERSIZE INSTRUMENTS LTD. 167
TABLE 105 BETTERSIZE INSTRUMENTS LTD.: BUSINESS OVERVIEW 167
11.1.5 BROOKHAVEN INSTRUMENTS (A PART OF NOVA INSTRUMENTS CORPORATION) 169
TABLE 106 BROOKHAVEN INSTRUMENTS: BUSINESS OVERVIEW 169
11.1.6 FRITSCH GMBH 171
TABLE 107 FRITSCH GMBH: BUSINESS OVERVIEW 171
11.1.7 HORIBA 172
TABLE 108 HORIBA: BUSINESS OVERVIEW 172
FIGURE 34 HORIBA: COMPANY SNAPSHOT (2020) 173
11.1.8 LS INSTRUMENTS 176
TABLE 109 LS INSTRUMENTS: BUSINESS OVERVIEW 176
11.1.9 MALVERN PANALYTICAL LTD. (A SUBSIDIARY OF SPECTRIS) 177
TABLE 110 SPECTRIS: BUSINESS OVERVIEW 177
FIGURE 35 SPECTRIS: COMPANY SNAPSHOT (2020) 178
11.1.10 METTLER TOLEDO 182
TABLE 111 METTLER TOLEDO: BUSINESS OVERVIEW 182
FIGURE 36 METTLER TOLEDO: COMPANY SNAPSHOT (2020) 183
11.1.11 MICROMERITICS INSTRUMENT CORPORATION 184
TABLE 112 MICROMERITICS INSTRUMENT CORPORATION: BUSINESS OVERVIEW 184
11.1.12 MICROTRAC RETSCH GMBH (A PART OF VERDER SCIENTIFIC GMBH & CO. KG) 187
TABLE 113 VERDER SCIENTIFIC GMBH & CO. KG: BUSINESS OVERVIEW 187
11.1.13 SHIMADZU CORPORATION 189
TABLE 114 SHIMADZU CORPORATION: BUSINESS OVERVIEW 189
FIGURE 37 SHIMADZU CORPORATION: COMPANY SNAPSHOT (2020) 190
11.1.14 SYMPATEC GMBH 193
TABLE 115 SYMPATEC GMBH: BUSINESS OVERVIEW 193
11.1.15 TSI 195
TABLE 116 TSI: BUSINESS OVERVIEW 195
*Business overview, Products offered, Recent developments, MNM view might not be captured in case of unlisted companies.
11.2 OTHER COMPANIES 197
11.2.1 PAMAS PARTIKELMESS - UND ANALYSESYTEME GMBH 197
11.2.2 JINAN WINNER PARTICLE SIZE INSTRUMENT STOCK CO., LTD 198
11.2.3 3P INSTRUMENTS 199
11.2.4 IZON SCIENCE LTD. 200
11.2.5 CSC SCIENTIFIC COMPANY, INC. 200
12 APPENDIX 201
12.1 DISCUSSION GUIDE 201
12.2 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 206
12.3 AVAILABLE CUSTOMIZATIONS 208
12.4 RELATED REPORTS 208
12.5 AUTHOR DETAILS 209

IoT in Manufacturing Market by Component (Solutions (Network Management and Data Management) and Services (Professional and Managed)), Deployment Mode...

Publisher:        MarketsandMarkets

# of Pages:        364

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Publication Date:  February, 2022

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1 INTRODUCTION 56
1.1 INTRODUCTION TO COVID-19 56
1.2 COVID-19 HEALTH ASSESSMENT 56
FIGURE 1 COVID-19: GLOBAL PROPAGATION 56
FIGURE 2 COVID-19 PROPAGATION: SELECT COUNTRIES 57
1.3 COVID-19 ECONOMIC ASSESSMENT 58
FIGURE 3 REVISED GROSS DOMESTIC PRODUCT FORECASTS FOR SELECT G20 COUNTRIES IN 2020 58
1.3.1 COVID-19 ECONOMIC IMPACT—SCENARIO ASSESSMENT 59
FIGURE 4 CRITERIA IMPACTING GLOBAL ECONOMY 59
FIGURE 5 SCENARIOS IN TERMS OF RECOVERY OF GLOBAL ECONOMY 60
1.4 OBJECTIVES OF THE STUDY 61
1.5 MARKET DEFINITION 61
1.5.1 INCLUSIONS AND EXCLUSIONS 62
1.6 MARKET SCOPE 62
1.6.1 MARKET SEGMENTATION 63
1.6.2 REGIONS COVERED 63
1.6.3 YEARS CONSIDERED FOR THE STUDY 64
1.7 CURRENCY CONSIDERED 64
TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2018–2021 64
1.8 STAKEHOLDERS 65
1.9 SUMMARY OF CHANGES 65
2 RESEARCH METHODOLOGY 66
2.1 RESEARCH DATA 66
FIGURE 6 GLOBAL IOT IN MANUFACTURING MARKET: RESEARCH DESIGN 66
2.1.1 SECONDARY DATA 67
2.1.2 PRIMARY DATA 67
TABLE 2 PRIMARY INTERVIEWS 68
2.1.2.1 Breakup of primary profiles 68
2.1.2.2 Key industry insights 69
2.2 MARKET BREAKUP AND DATA TRIANGULATION 70
FIGURE 7 DATA TRIANGULATION 70
2.3 MARKET SIZE ESTIMATION 70
2.3.1 BOTTOM–UP APPROACH 71
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY SIDE): REVENUE OF SOLUTIONS AND SERVICES OF THE IOT IN MANUFACTURING MARKET 71
FIGURE 9 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 1 (BOTTOM-UP) (SUPPLY-SIDE): COLLECTIVE REVENUE OF SOLUTIONS AND SERVICES OF THE IOT IN MANUFACTURING MARKET 71
2.3.2 TOP-DOWN APPROACH 72
FIGURE 10 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2 (DEMAND SIDE): IOT IN MANUFACTURING MARKET 72
2.4 MARKET FORECAST 73
TABLE 3 FACTOR ANALYSIS 73
2.5 ASSUMPTIONS FOR THE STUDY 74
2.6 LIMITATIONS OF THE STUDY 75
3 EXECUTIVE SUMMARY 76
FIGURE 11 IOT IN MANUFACTURING MARKET SIZE, 2019–2026 77
FIGURE 12 LARGEST SEGMENTS IN THE IOT IN MANUFACTURING MARKET, 2021 78
FIGURE 13 IOT IN MANUFACTURING MARKET ANALYSIS 80
FIGURE 14 ASIA PACIFIC TO BE BEST MARKET FOR INVESTMENTS DURING THE FORECAST PERIOD 81
4 PREMIUM INSIGHTS 82
4.1 ATTRACTIVE OPPORTUNITIES IN THE IOT IN MANUFACTURING MARKET 82
FIGURE 15 RISING DEMAND FOR INDUSTRIAL AUTOMATION IN MANUFACTURING TO DRIVE MARKET GROWTH 82
4.2 NORTH AMERICAN IOT IN MANUFACTURING MARKET, 2021 82
FIGURE 16 SOLUTIONS SEGMENT AND UNITED STATES TO ACCOUNT FOR LARGE MARKET SHARES IN NORTH AMERICA IN 2021 82
4.3 ASIA PACIFIC IOT IN MANUFACTURING MARKET, 2021 83
FIGURE 17 SOLUTIONS SEGMENT AND CHINA TO ACCOUNT FOR LARGE MARKET SHARES IN ASIA PACIFIC IN 2021 83
4.4 IOT IN MANUFACTURING MARKET, BY COUNTRY 83
FIGURE 18 INDIA TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 83
5 MARKET OVERVIEW AND INDUSTRY TRENDS 84
5.1 INTRODUCTION 84
5.2 MARKET DYNAMICS 84
FIGURE 19 IOT IN MANUFACTURING MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 84
5.2.1 DRIVERS 85
5.2.1.1 Growing demand for industrial automation in the manufacturing industry 85
FIGURE 20 GROWTH OF ROBOT INTENSITY IN INDUSTRIES: UNITED STATES 85
5.2.1.2 Rising need for centralized monitoring and predictive maintenance of assets 85
5.2.1.3 Rise in the number of cost-effective and intelligent connected devices and sensors 86
5.2.1.4 Increasing need for reliable, secure, and high-speed network connectivity 86
FIGURE 21 GLOBAL IOT CONNECTIONS (BILLION) 86
5.2.1.5 Increased adoption of cloud computing platforms 87
5.2.2 RESTRAINTS 87
5.2.2.1 Issues related to data security and privacy in IoT 87
FIGURE 22 PRIVACY ISSUES IN IOT-PAST DATA (BILLION) 88
5.2.2.2 Absence of standardization in IoT protocols 88
5.2.2.3 Integration with the traditional systems and the lack of a technically skilled workforce 89
5.2.3 OPPORTUNITIES 89
5.2.3.1 Rising number of data centers 89
FIGURE 23 GLOBAL RISE IN DATA CENTERS, 2016–2019 90
5.2.3.2 Emerging 5G technology to help IoT adoption globally 90
5.2.3.3 Increase in smart manufacturing initiatives worldwide 90
5.2.3.4 Rising demand for IoT-enabled digital transformation of businesses 90
5.2.3.5 Growing demand for system integrators 91
5.2.4 CHALLENGES 91
5.2.4.1 Lack of skilled workforce for operating IoT-based equipment 91
5.2.4.2 Huge initial investments required for implementing IoT in smart manufacturing 91
5.2.4.3 Interoperability issues of legacy infrastructure and communication networks 92
5.3 INDUSTRY TRENDS 92
5.3.1 VALUE CHAIN ANALYSIS 92
FIGURE 24 IOT IN MANUFACTURING MARKET: VALUE CHAIN 93
5.3.2 ECOSYSTEM 94
TABLE 4 IOT IN MANUFACTURING MARKET: ECOSYSTEM 94
5.3.3 PORTER’S FIVE FORCES MODEL 95
TABLE 5 IMPACT OF EACH FORCE ON THE IOT IN MANUFACTURING MARKET 95
5.3.3.1 Threat of new entrants 95
5.3.3.2 Threat of substitutes 96
5.3.3.3 Bargaining power of suppliers 96
5.3.3.4 Bargaining power of buyers 96
5.3.3.5 Degree of competition 96
5.3.4 TECHNOLOGY ANALYSIS 96
5.3.4.1 Machine learning and artificial intelligence 96
5.3.4.2 Internet of things 97
5.3.4.3 Analytics 97
5.3.4.4 Cloud 97
5.3.4.5 Digital twin 98
5.3.4.6 Edge computing 98
5.3.4.7 MQTT protocol 98
5.3.4.8 Augmented reality 99
5.3.5 PATENT ANALYSIS 99
FIGURE 25 TOP TEN COMPANIES WITH THE HIGHEST NUMBER OF PATENT APPLICATIONS 99
TABLE 6 TOP TWENTY PATENT OWNERS 100
FIGURE 26 NUMBER OF PATENTS GRANTED IN A YEAR OVER THE LAST TEN YEARS 100
5.3.6 AVERAGE SELLING PRICE ANALYSIS 101
TABLE 7 AVERAGE SELLING PRICE RANGES OF SUBSCRIPTION BASED IOT IN MANUFACTURING SYSTEMS 101
5.3.7 USE CASE ANALYSIS 102
TABLE 8 USE CASE 1: CISCO 102
TABLE 9 USE CASE 2: IBM 102
TABLE 10 USE CASE 3: MICROSOFT 103
TABLE 11 USE CASE 4: PTC 103
TABLE 12 USE CASE 5: BOSCH.IO 104
5.3.8 KEY CONFERENCES AND EVENTS IN 2022–2023 105
TABLE 13 IOT IN MANUFACTURING MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 105
5.4 COVID-19 PANDEMIC- DRIVEN MARKET DYNAMICS AND FACTOR ANALYSIS 107
5.4.1 OVERVIEW 107
5.4.2 DRIVERS AND OPPORTUNITIES 107
5.4.3 RESTRAINTS AND CHALLENGES 107
5.4.4 CUMULATIVE GROWTH ANALYSIS 108
TABLE 14 IOT IN MANUFACTURING MARKET: CUMULATIVE GROWTH ANALYSIS 108
6 IOT IN MANUFACTURING MARKET, BY COMPONENT 109
6.1 INTRODUCTION 110
FIGURE 27 SOLUTIONS SEGMENT TO LEAD IOT IN MANUFACTURING DURING THE FORECAST PERIOD 111
TABLE 15 IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT,
2016–2020 (USD MILLION) 111
TABLE 16 IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT
2021–2026 (USD MILLION) 111
6.2 SOLUTIONS 112
6.2.1 SOLUTIONS: IOT IN MANUFACTURING MARKET DRIVERS 113
6.2.2 SOLUTIONS: COVID-19 IMPACT 113
TABLE 17 SOLUTIONS: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 114
TABLE 18 SOLUTIONS: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 114
6.3 SERVICES 114
6.3.1 SERVICES: IOT IN MANUFACTURING MARKET DRIVERS 115
6.3.2 SERVICES: COVID-19 IMPACT 115
TABLE 19 SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 116
TABLE 20 SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 116
7 IOT IN MANUFACTURING MARKET, BY SOLUTION 117
7.1 INTRODUCTION 118
FIGURE 28 DATA MANAGEMENT SEGMENT TO LEAD IOT IN MANUFACTURING DURING THE FORECAST PERIOD 118
TABLE 21 IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2016–2020 (USD MILLION) 119
TABLE 22 IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2021–2026 (USD MILLION) 119
7.2 NETWORK MANAGEMENT 119
7.2.1 NETWORK MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 120
TABLE 23 NETWORK MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 120
TABLE 24 NETWORK MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 120
7.2.2 NETWORK BANDWIDTH MANAGEMENT 121
7.2.3 NETWORK SECURITY MANAGEMENT 121
7.2.4 NETWORK PERFORMANCE MONITORING AND MANAGEMENT 122
7.2.5 NETWORK CONFIGURATION MANAGEMENT 122
7.3 DATA MANAGEMENT 123
7.3.1 DATA MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 123
TABLE 25 DATA MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 123
TABLE 26 DATA MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 124
7.3.2 DATA INTEGRATION 124
7.3.3 DATA SECURITY 124
7.3.4 DATA MIGRATION 124
7.3.5 DATA ANALYTICS AND VISUALIZATION 124
7.3.6 METADATA MANAGEMENT 125
7.3.7 DATA GOVERNANCE 125
7.3.8 DATA ORCHESTRATION 125
7.4 DEVICE MANAGEMENT 125
7.4.1 DEVICE MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 126
TABLE 27 DEVICE MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 126
TABLE 28 DEVICE MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 127
7.4.2 DEVICE PROVISIONING AND AUTHENTICATION 127
7.4.3 DEVICE CONFIGURATION MANAGEMENT 127
7.4.4 MONITORING AND TROUBLESHOOTING 128
7.5 APPLICATION MANAGEMENT 128
7.5.1 APPLICATION MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 129
TABLE 29 APPLICATION MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 129
TABLE 30 APPLICATION MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 129
7.6 SMART SURVEILLANCE 130
7.6.1 SMART SURVEILLANCE: IOT IN MANUFACTURING MARKET DRIVERS 130
TABLE 31 SMART SURVEILLANCE: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 131
TABLE 32 SMART SURVEILLANCE: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 131
7.6.2 CENTRAL MONITORING SYSTEM 131
7.6.3 VIDEO ANALYTICS AND EVENTS 131
8 IOT IN MANUFACTURING MARKET, BY SERVICE 132
8.1 INTRODUCTION 133
FIGURE 29 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER RATE DURING FORECAST PERIOD 133
TABLE 33 IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2016–2020 (USD MILLION) 133
TABLE 34 IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 134
8.2 MANAGED SERVICES 134
8.2.1 MANAGED SERVICES: IOT IN MANUFACTURING MARKET DRIVERS 135
TABLE 35 MANAGED SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 135
TABLE 36 MANAGED SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 136
FIGURE 30 SECURITY MANAGEMENT SERVICES SEGMENT TO GROW AT THE HIGHEST CAGR DURING FORECAST PERIOD 136
TABLE 37 MANAGED SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION) 136
TABLE 38 MANAGED SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION) 137
8.2.2 INFRASTRUCTURE MANAGEMENT SERVICES 137
8.2.2.1 Infrastructure management services: IoT in manufacturing market drivers 137
TABLE 39 INFRASTRUCTURE MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 138
TABLE 40 INFRASTRUCTURE MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 138
8.2.3 SECURITY MANAGEMENT SERVICES 138
8.2.3.1 Security management services: IoT in manufacturing market drivers 139
TABLE 41 SECURITY MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 139
TABLE 42 SECURITY MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 139
8.2.4 NETWORK MANAGEMENT SERVICES 139
8.2.4.1 Network management services: IoT in manufacturing market drivers 140
TABLE 43 NETWORK MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 140
TABLE 44 NETWORK MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 140
8.2.5 DATA MANAGEMENT SERVICES 141
8.2.5.1 Data management services: IoT in manufacturing market drivers 141
TABLE 45 DATA MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 141
TABLE 46 DATA MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 142
8.2.6 DEVICE MANAGEMENT SERVICES 142
8.2.6.1 Device management services: IoT in manufacturing market drivers 142
TABLE 47 DEVICE MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 142
TABLE 48 DEVICE MANAGEMENT SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 143
8.3 PROFESSIONAL SERVICES 143
8.3.1 PROFESSIONAL SERVICES: IOT IN MANUFACTURING MARKET DRIVERS 143
TABLE 49 PROFESSIONAL SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 144
TABLE 50 PROFESSIONAL SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 144
FIGURE 31 SYSTEM DESIGNING AND INTEGRATION SERVICES SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 144
TABLE 51 PROFESSIONAL SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION) 145
TABLE 52 PR-OFESSIONAL SERVICES: IOT IN MANUFACTURING MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION) 145
8.3.2 IOT CONSULTING SERVICES 145
8.3.2.1 IoT consulting services: IoT in manufacturing market drivers 145
TABLE 53 IOT CONSULTING SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 146
TABLE 54 IOT CONSULTING SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 146
FIGURE 32 TECHNOLOGY CONSULTING SERVICES SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 146
TABLE 55 IOT CONSULTING SERVICES MARKET SIZE, BY TYPE,
2016–2020 (USD MILLION) 147
TABLE 56 IOT CONSULTING SERVICES MARKET SIZE, BY TYPE,
2021–2026 (USD MILLION) 147
8.3.2.2 Technology consulting services 147
TABLE 57 TECHNOLOGY CONSULTING SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 147
TABLE 58 TECHNOLOGY CONSULTING SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 148
8.3.2.3 Business consulting services 148
TABLE 59 BUSINESS CONSULTING SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 148
TABLE 60 BUSINESS CONSULTING SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 149
8.3.2.4 Operational consulting services 149
TABLE 61 OPERATIONAL CONSULTING SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 149
TABLE 62 OPERATIONAL CONSULTING SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 149
8.3.3 IOT INFRASTRUCTURE SERVICES 150
8.3.3.1 IoT infrastructure services: IoT in manufacturing market drivers 150
TABLE 63 IOT INFRASTRUCTURE SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 150
TABLE 64 IOT INFRASTRUCTURE SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 150
FIGURE 33 CLOUD SERVICES SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 151
TABLE 65 IOT INFRASTRUCTURE SERVICES MARKET SIZE, BY TYPE,
2016–2020 (USD MILLION) 151
TABLE 66 IOT INFRASTRUCTURE SERVICES MARKET SIZE, BY TYPE,
2021–2026 (USD MILLION) 151
8.3.3.2 Network services 151
TABLE 67 NETWORK SERVICES MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 152
TABLE 68 NETWORK SERVICES MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 152
8.3.3.3 Deployment services 152
TABLE 69 DEPLOYMENT SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 152
TABLE 70 DEPLOYMENT SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 153
8.3.3.4 Cloud services 153
TABLE 71 CLOUD SERVICES MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 153
TABLE 72 CLOUD SERVICES MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 153
8.3.4 SYSTEM DESIGNING AND INTEGRATION SERVICES 154
8.3.4.1 System designing and integration services: IoT in manufacturing market drivers 154
TABLE 73 SYSTEM DESIGNING AND INTEGRATION SERVICES MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 154
TABLE 74 SYSTEM DESIGNING AND INTEGRATION SERVICES MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 154
FIGURE 34 PLATFORM DEVELOPMENT AND INTEGRATION SEGMENT TO GROW A HIGHER CAGR DURING THE FORECAST PERIOD 155
TABLE 75 SYSTEM DESIGNING AND INTEGRATION SERVICES MARKET SIZE, BY TYPE, 2016–2020 (USD MILLION) 155
TABLE 76 SYSTEM DESIGNING AND INTEGRATION SERVICES MARKET SIZE, BY TYPE, 2021–2026 (USD MILLION) 155
8.3.4.2 Platform development and integration services 155
TABLE 77 PLATFORM DEPLOYMENT AND INTEGRATION SERVICES MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 156
TABLE 78 PLATFORM DEPLOYMENT AND INTEGRATION SERVICES MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 156
8.3.4.3 Mobile and web application development services 156
TABLE 79 MOBILE AND WEB APPLICATION DEVELOPMENT SERVICES MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 157
TABLE 80 MOBILE AND WEB APPLICATION DEVELOPMENT SERVICES MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 157
8.3.5 SUPPORT AND MAINTENANCE SERVICES 157
8.3.5.1 Support and maintenance services: IoT in manufacturing market drivers 158
TABLE 81 SUPPORT AND MAINTENANCE SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 158
TABLE 82 SUPPORT AND MAINTENANCE SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 158
8.3.6 EDUCATION AND TRAINING SERVICES 158
8.3.6.1 Education and training services: IoT in manufacturing market drivers 159
TABLE 83 EDUCATION AND TRAINING SERVICES MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 159
TABLE 84 EDUCATION AND TRAINING SERVICES MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 159
9 IOT IN MANUFACTURING MARKET, BY DEPLOYMENT MODE 160
9.1 INTRODUCTION 161
FIGURE 35 CLOUD SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 161
TABLE 85 IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE,
2016–2020 (USD MILLION) 161
TABLE 86 IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE,
2021–2026 (USD MILLION) 162
9.2 ON-PREMISES 162
9.2.1 ON-PREMISES: IOT IN MANUFACTURING MARKET DRIVERS 162
9.2.2 ON-PREMISES: COVID-19 IMPACT 162
TABLE 87 ON-PREMISES: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 163
TABLE 88 ON-PREMISES: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 163
9.3 CLOUD 163
9.3.1 CLOUD: IOT IN MANUFACTURING MARKET DRIVERS 164
9.3.2 CLOUD: COVID-19 IMPACT 164
TABLE 89 CLOUD: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 164
TABLE 90 CLOUD: IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 164
10 IOT IN MANUFACTURING MARKET, BY ORGANIZATION SIZE 165
10.1 INTRODUCTION 166
FIGURE 36 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 166
TABLE 91 IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE,
2016–2020 (USD MILLION) 166
TABLE 92 IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE,
2021–2026 (USD MILLION) 167
10.2 LARGE ENTERPRISES 167
10.2.1 LARGE ENTERPRISES: IOT IN MANUFACTURING MARKET DRIVERS 167
10.2.2 LARGE ENTERPRISES: COVID-19 IMPACT 168
TABLE 93 LARGE ENTERPRISES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 168
TABLE 94 LARGE ENTERPRISES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 168
10.3 SMALL AND MEDIUM-SIZED ENTERPRISES 169
10.3.1 SMALL AND MEDIUM-SIZED ENTERPRISES: IOT IN MANUFACTURING MARKET DRIVERS 169
10.3.2 SMALL AND MEDIUM-SIZED ENTERPRISES: COVID-19 IMPACT 169
TABLE 95 SMALL AND MEDIUM-SIZED ENTERPRISES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 169
TABLE 96 SMALL AND MEDIUM-SIZED ENTERPRISES: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 170
11 IOT IN MANUFACTURING MARKET, BY APPLICATION 171
11.1 INTRODUCTION 172
FIGURE 37 REAL-TIME WORKFORCE TRACKING AND MANAGEMENT SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 172
TABLE 97 IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION,
2016–2020 (USD MILLION) 172
TABLE 98 IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION) 173
11.1.1 APPLICATIONS: COVID-19 IMPACT 173
11.2 PREDICTIVE MAINTENANCE 174
11.2.1 PREDICTIVE MAINTENANCE: IOT IN MANUFACTURING MARKET DRIVERS 174
TABLE 99 PREDICTIVE MAINTENANCE: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 174
TABLE 100 PREDICTIVE MAINTENANCE: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 175
11.3 BUSINESS PROCESS OPTIMIZATION 175
11.3.1 BUSINESS PROCESS OPTIMIZATION: IOT IN MANUFACTURING MARKET DRIVERS 175
TABLE 101 BUSINESS PROCESS OPTIMIZATION: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 176
TABLE 102 BUSINESS PROCESS OPTIMIZATION: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 176
11.4 ASSET TRACKING AND MANAGEMENT 176
11.4.1 ASSET TRACKING AND MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 177
TABLE 103 ASSET TRACKING AND MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 177
TABLE 104 ASSET TRACKING AND MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 177
11.5 LOGISTICS AND SUPPLY CHAIN MANAGEMENT 178
11.5.1 LOGISTICS AND SUPPLY CHAIN MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 178
TABLE 105 LOGISTICS AND SUPPLY CHAIN MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 178
TABLE 106 LOGISTICS AND SUPPLY CHAIN MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 179
11.6 REAL-TIME WORKFORCE TRACKING AND MANAGEMENT 179
11.6.1 REAL-TIME WORKFORCE TRACKING AND MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 179
TABLE 107 REAL-TIME WORKFORCE TRACKING AND MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 180
TABLE 108 REAL-TIME WORKFORCE TRACKING AND MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 180
11.7 AUTOMATION CONTROL AND MANAGEMENT 180
11.7.1 AUTOMATION CONTROL AND MANAGEMENT: IOT IN MANUFACTURING MARKET DRIVERS 181
TABLE 109 AUTOMATION CONTROL AND MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 181
TABLE 110 AUTOMATION CONTROL AND MANAGEMENT: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 181
11.8 EMERGENCY AND INCIDENT MANAGEMENT, AND BUSINESS COMMUNICATION 182
11.8.1 EMERGENCY AND INCIDENT MANAGEMENT, AND BUSINESS COMMUNICATION: IOT IN MANUFACTURING MARKET DRIVERS 182
TABLE 111 EMERGENCY AND INCIDENT MANAGEMENT, AND BUSINESS COMMUNICATION: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 182
TABLE 112 EMERGENCY AND INCIDENT MANAGEMENT, AND BUSINESS COMMUNICATION: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 183
12 IOT IN MANUFACTURING MARKET, BY VERTICAL 184
12.1 INTRODUCTION 185
FIGURE 38 DISCRETE MANUFACTURING SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 185
TABLE 113 IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2016–2020 (USD MILLION) 185
TABLE 114 IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 185
12.1.1 VERTICALS: COVID-19 IMPACT 186
12.2 PROCESS MANUFACTURING 186
12.2.1 PROCESS MANUFACTURING: IOT IN MANUFACTURING MARKET DRIVERS 186
12.2.2 PROCESS MANUFACTURING: COVID-19 IMPACT 187
TABLE 115 PROCESS MANUFACTURING: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 187
TABLE 116 PROCESS MANUFACTURING: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 188
12.2.3 ENERGY AND UTILITIES 188
12.2.4 CHEMICALS AND MATERIALS 188
12.2.5 FOOD AND BEVERAGE 189
12.2.6 WATER AND WASTE MANAGEMENT 189
12.2.7 OTHER VERTICALS 189
12.3 DISCRETE MANUFACTURING 190
12.3.1 DISCRETE MANUFACTURING: IOT IN MANUFACTURING MARKET DRIVERS 190
12.3.2 DISCRETE MANUFACTURING: COVID-19 IMPACT 190
TABLE 117 DISCRETE MANUFACTURING: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 190
TABLE 118 DISCRETE MANUFACTURING: IOT IN MANUFACTURING MARKET SIZE, BY REGION, 2021–2026 (USD MILLION) 191
12.3.3 AUTOMOTIVE 191
12.3.4 MACHINE MANUFACTURING 191
12.3.5 SEMICONDUCTOR AND ELECTRONICS 191
12.3.6 MEDICAL DEVICES 192
12.3.7 LOGISTICS AND TRANSPORTATION 192
13 IOT IN MANUFACTURING MARKET, BY REGION 193
13.1 INTRODUCTION 194
FIGURE 39 ASIA PACIFIC TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 194
TABLE 119 IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2016–2020 (USD MILLION) 194
TABLE 120 IOT IN MANUFACTURING MARKET SIZE, BY REGION,
2021–2026 (USD MILLION) 195
13.2 NORTH AMERICA 195
13.2.1 NORTH AMERICA: IOT IN MANUFACTURING MARKET REGULATORY IMPLICATIONS 195
13.2.2 NORTH AMERICA: COVID-19 IMPACT 196
FIGURE 40 NORTH AMERICA: MARKET SNAPSHOT 196
TABLE 121 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION) 197
TABLE 122 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 197
TABLE 123 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2016–2020 (USD MILLION) 197
TABLE 124 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2021–2026 (USD MILLION) 197
TABLE 125 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE, 2016–2020 (USD MILLION) 198
TABLE 126 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE, 2021–2026 (USD MILLION) 198
TABLE 127 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 198
TABLE 128 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 198
TABLE 129 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2016–2020 (USD MILLION) 199
TABLE 130 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2021–2026 (USD MILLION) 199
TABLE 131 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2016–2020 (USD MILLION) 199
TABLE 132 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2021–2026 (USD MILLION) 199
TABLE 133 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2016–2020 (USD MILLION) 200
TABLE 134 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2021–2026 (USD MILLION) 200
TABLE 135 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2016–2020 (USD MILLION) 200
TABLE 136 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2021–2026 (USD MILLION) 200
TABLE 137 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 201
TABLE 138 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 201
TABLE 139 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 201
TABLE 140 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 201
TABLE 141 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 202
TABLE 142 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 202
TABLE 143 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION) 202
TABLE 144 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 203
TABLE 145 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY COUNTRY, 2016–2020 (USD MILLION) 203
TABLE 146 NORTH AMERICA: IOT IN MANUFACTURING MARKET SIZE, BY COUNTRY, 2021–2026 (USD MILLION) 203
13.2.3 UNITED STATES 203
13.2.3.1 Presence of major IoT solutions providers and significant government support will drive the growth of IoT in manufacturing solutions 203
13.2.3.2 United States: IoT in manufacturing market drivers 204
TABLE 147 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2016–2020 (USD MILLION) 204
TABLE 148 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT, 2021–2026 (USD MILLION) 204
TABLE 149 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2016–2020 (USD MILLION) 204
TABLE 150 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION, 2021–2026 (USD MILLION) 205
TABLE 151 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2016–2020 (USD MILLION) 205
TABLE 152 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 205
TABLE 153 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 205
TABLE 154 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 206
TABLE 155 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2016–2020 (USD MILLION) 206
TABLE 156 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2021–2026 (USD MILLION) 206
TABLE 157 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2016–2020 (USD MILLION) 206
TABLE 158 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2021–2026 (USD MILLION) 207
TABLE 159 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2016–2020 (USD MILLION) 207
TABLE 160 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2021–2026 (USD MILLION) 207
TABLE 161 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2016–2020 (USD MILLION) 207
TABLE 162 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2021–2026 (USD MILLION) 208
TABLE 163 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 208
TABLE 164 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 208
TABLE 165 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 208
TABLE 166 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 209
TABLE 167 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2016–2020 (USD MILLION) 209
TABLE 168 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION, 2021–2026 (USD MILLION) 209
TABLE 169 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2016–2020 (USD MILLION) 210
TABLE 170 UNITED STATES: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL, 2021–2026 (USD MILLION) 210
13.2.4 CANADA 210
13.2.4.1 Increasing investments for development and exponential rise in adoption of IoT in critical applications 210
13.2.4.2 Canada: IoT in manufacturing market drivers 210
TABLE 171 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT,
2016–2020 (USD MILLION) 211
TABLE 172 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY COMPONENT,
2021–2026 (USD MILLION) 211
TABLE 173 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2016–2020 (USD MILLION) 211
TABLE 174 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY SOLUTION,
2021–2026 (USD MILLION) 211
TABLE 175 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2016–2020 (USD MILLION) 212
TABLE 176 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY SERVICE,
2021–2026 (USD MILLION) 212
TABLE 177 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2016–2020 (USD MILLION) 212
TABLE 178 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY PROFESSIONAL SERVICE, 2021–2026 (USD MILLION) 212
TABLE 179 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2016–2020 (USD MILLION) 213
TABLE 180 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY IOT CONSULTING SERVICE, 2021–2026 (USD MILLION) 213
TABLE 181 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2016–2020 (USD MILLION) 213
TABLE 182 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY IOT INFRASTRUCTURE SERVICE, 2021–2026 (USD MILLION) 213
TABLE 183 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2016–2020 (USD MILLION) 214
TABLE 184 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY SYSTEM DESIGNING AND INTEGRATION SERVICE, 2021–2026 (USD MILLION) 214
TABLE 185 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2016–2020 (USD MILLION) 214
TABLE 186 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY MANAGED SERVICE, 2021–2026 (USD MILLION) 214
TABLE 187 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2016–2020 (USD MILLION) 215
TABLE 188 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY DEPLOYMENT MODE, 2021–2026 (USD MILLION) 215
TABLE 189 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 215
TABLE 190 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2026 (USD MILLION) 215
TABLE 191 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION,
2016–2020 (USD MILLION) 216
TABLE 192 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY APPLICATION,
2021–2026 (USD MILLION) 216
TABLE 193 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2016–2020 (USD MILLION) 216
TABLE 194 CANADA: IOT IN MANUFACTURING MARKET SIZE, BY VERTICAL,
2021–2026 (USD MILLION) 217