Marktanalyse - Anomaly Detection Market by Solution (Network and User Behavior Anomaly Detection), Technology (Big Data Analytics, Data Mining and Business Intelligence, Machine Learning and Artificial Intelligence), Deployment, Service, Vertical - Global forecast to 20

MarketsandMarkets
08.2017
187 Seiten

 
Typ:
Marktanalyse
Verfüg­barkeit:
verfügbar
Regionen/­Länder:
  • Europa
  • Asien / Pazifik
  • Mittlerer Osten / Afrika
  • Nordamerika / USA
  • Australien
  • Mittel- / Südamerika
Sprache:
Englisch

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The anomaly detection market is expected to grow at a Compound Annual Growth Rate (CAGR) of 16.4% during the forecast period due to the rise in internal threat among enterprises and increase in cyber espionage and fraudulent activities.
The global anomaly detection market size is expected to grow from USD 2.08 billion in 2017 to USD 4.45 billion by 2022, at a CAGR of 16.4%. The High Performance Data Analytics (HPDA) enables data scientists to detect abnormal behaviors (anomalies) in real-time data and helps monitor device performance, along with preventing data from unauthorized access. As the number of connected devices are increasing, the risk of safeguarding the data on these devices is also increasing, which is driving the anomaly detection market at a significant pace. Software testing has been a major component of the Software Development Lifecycle (SDL) and software developers are using anomaly detection techniques to monitor the functionality of the software. Developers use anomaly detection tools to dynamically extract invariants from program executions and continuously check program behavior against these invariants, and to report all the detected anomalies.
The network behavior anomaly detection segment is expected to grow at the highest CAGR during the forecast period
A network behavior anomaly is a sudden and short-lived deviation from the normal operation of the network. Some anomalies on the network are deliberately caused by intruders with malicious intents, such as a Distributed Denial of Service (DDoS) attack in an Internet Protocol (IP) network, while others may be purely accidental, such as intrusion in a busy network traffic. Most methods of Network Anomaly Detection (NAD) are based on network traffic models, as quick detection is required to initiate a timely response.
The Identity and Access Management (IAM) solution segment is expected to have the largest market size in the anomaly detection market during the forecast period
IAM solution is one of the key components of the user behavior anomaly detectionsolutions. It is designed to support a user-based approach for enterprise security and regulatory compliance. It delivers role-based access to the appropriate user at the right time and also monitors their use to find anomalies and security gaps, through which, organizations can proactively fix vulnerabilities and help prevent malicious activities in the future.
North America is expected to have the largest market size, and Asia Pacific (APAC) is projected to grow at the highest rate during the forecast period
North America is expected to hold the largest market share in the anomaly detection market during the forecast period. The data-driven enterprises in this region are adopting IoT-based systems over their legacy systems, where anomaly detection solutions help identify abnormal signals, transmitted from connected devices. Furthermore, North America is technologically developed and witnessing a number of enterprises that are adopting cloud for data storage, and encouraging the Bring Your Own Device (BYOD) policy. These developments are boosting the adoption of anomaly detection solutions in the North American region.
The APAC region is expected to witness a significant growth and projected to be the fastest-growing region in the anomaly detection market. APAC has witnessed an advanced and dynamic adoption of new technologies and always been a lucrative market. Countries of this region have a major threat issue related to the management of network systems and cyber threats. Due to the adoption of anomaly detection solutions and their associated services, these marketplaces are expected to witness a significant adoption of anomaly detection services during the forecast period.
In the process of determining and verifying the market size of several segments and subsegments gathered through secondary research, extensive primary interviews were conducted with key people. The break-up of the profiles of the primary participants is as follows:
• By Company: Tier 1 — 30 %, Tier 2 — 40%, and Tier 3 — 30%
• By Designation: C-Level — 72%, Director Level — 14%, and Others — 14%
• By Region: North America — 57%, Europe — 14%, and APAC — 29%
The anomaly detection market includes various major vendors, such as International Business Machines (IBM) Corporation (US), Cisco Systems, Inc. (US), Wipro Limited (India), Dell Technologies, Inc.(US), Hewlett Packard Enterprise (HPE) Company (US), SAS Institute, Inc. (US), Symantec Corporation (US), Happiest Minds (India), Splunk, Inc.(US), Trustwave Holdings (US), Inc., Gurucul (US), Varonis Systems (US), Flowmon Networks (Czech Republic), GreyCortex s.r.o.(Czech Reupblic), and Guardian Analytics (US).
Research Coverage
The report includes an in-depth competitive analysis of the key players in the anomaly detection market, along with their company profiles, recent developments, and key market strategies. The report segments the anomaly detection market by component (solution and service), technology, deployment, vertical, and region.
Reasons to buy the Report
The anomaly detection market has been segmented on the basis of component (solution and service), technology, deployment, vertical, and region.
The report will help the market leaders/new entrants in the anomaly detection market in the following ways:
1. The overall anomaly detection market revenue stream has been estimated based on the the revenues generated by vendors, offering anomaly detection and operational intelligence through Software as a Service (SaaS), inclusive of deployment and integration, support and maintenance, and consulting services, offered by professional service providers, including Managed Service Providers (MSPs). The report provides the closest approximations of the revenue numbers for the overall market and the subsegments. The market numbers are further split into regions.
2. The report helps the stakeholders understand the pulse of the market and provides them with information on the key market drivers, restraints, challenges, and opportunities.
3. The report will help the stakeholders to understand the competitors and gain more insights to better their market position. The competitive landscape section includes the competitor ecosystem, new product developments, partnerships, and mergers and acquisitions.
TABLE OF CONTENTS



1 INTRODUCTION 17

1.1 OBJECTIVES OF THE STUDY 17

1.2 MARKET DEFINITION 17

1.3 MARKET SCOPE 18

1.4 YEARS CONSIDERED FOR THE STUDY 19

1.5 CURRENCY 19

1.6 STAKEHOLDERS 20

2 RESEARCH METHODOLOGY 21

2.1 RESEARCH DATA 21

2.1.1 SECONDARY DATA 22

2.1.2 PRIMARY DATA 22

2.1.2.1 Breakdown of primaries 23

2.1.2.2 Key industry insights 23

2.2 MARKET SIZE ESTIMATION 24

2.3 MICROQUADRANT RESEARCH METHODOLOGY 26

2.3.1 MICROQUADRANT: WEIGHTAGE CRITERIA 26

2.3.2 QUADRANT DESCRIPTION 26

2.4 RESEARCH ASSUMPTIONS 28

2.5 LIMITATIONS 28

3 EXECUTIVE SUMMARY 29

4 PREMIUM INSIGHTS 33

4.1 ATTRACTIVE MARKET OPPORTUNITIES IN THE ANOMALY DETECTION MARKET 33

4.2 ANOMALY DETECTION MARKET: MARKET SHARE OF THE TOP 3 USER BEHAVIOR ANOMALY DETECTION SOLUTIONS AND REGIONS, 2017 34

4.3 LIFECYCLE ANALYSIS, BY REGION, 2017 34

4.4 ANOMALY DETECTION MARKET, BY REGION, 2017 VS. 2022 35

4.5 MARKET INVESTMENT SCENARIO 36

4.6 ANOMALY DETECTION MARKET: TOP 3 VERTICALS, 2017—2022 36

5 MARKET OVERVIEW 37

5.1 INTRODUCTION 37

5.2 MARKET DYNAMICS 38

5.2.1 DRIVERS 38

5.2.1.1 Growth of data and emergence of HPDA 38

5.2.1.2 Increase in the adoption of anomaly detection solutions in software testing 39

5.2.1.3 Increase in cyber espionage and fraudulent activities 39

5.2.1.4 Rise in internal threats among enterprises 40

5.2.2 RESTRAINTS 40

5.2.2.1 Competition from open-source alternatives hampering the demand for commercial solutions 40

5.2.2.2 Lack of skills and expertise 40

5.2.3 OPPORTUNITIES 41

5.2.3.1 Detection of anomalies in streaming data from assets, and optimization of business processes 41

5.2.3.2 Rise in the adoption of black box trading by market traders 41

5.2.4 CHALLENGES 41

5.2.4.1 Detection of asymmetric faults 41

5.3 ANOMALY DETECTION MARKET PENETRATION BY ORGANIZATION SIZE 42

6 ANOMALY DETECTION MARKET ANALYSIS, BY COMPONENT 43

6.1 INTRODUCTION 44

6.2 SOLUTIONS 45

6.3 SERVICES 46

7 ANOMALY DETECTION MARKET ANALYSIS, BY SOLUTION 47

7.1 INTRODUCTION 48

7.2 NETWORK BEHAVIOR ANOMALY DETECTION 49

7.2.1 NETWORK TRAFFIC ANALYSIS 50

7.2.2 NETWORK INTELLIGENCE AND SECURITY 51

7.2.3 RISK MITIGATION AND MANAGEMENT 52

7.3 USER BEHAVIOR ANOMALY DETECTION 53

7.3.1 IDENTITY AND ACCESS MANAGEMENT 54

7.3.2 THREAT INTELLIGENCE AND MANAGEMENT 56

7.3.3 DATA LOSS PREVENTION 57

7.3.4 SECURITY INFORMATION AND EVENT MANAGEMENT 58

8 ANOMALY DETECTION MARKET ANALYSIS, BY SERVICE 59

8.1 INTRODUCTION 60

8.2 PROFESSIONAL SERVICES 61

8.2.1 DEPLOYMENT AND INTEGRATION 62

8.2.2 CONSULTING SERVICES 62

8.2.3 SUPPORT AND MAINTENANCE 63

8.3 MANAGED SERVICES 64

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9 ANOMALY DETECTION MARKET ANALYSIS, BY TECHNOLOGY 65

9.1 INTRODUCTION 66

9.2 BIG DATA ANALYTICS 67

9.3 DATA MINING AND BUSINESS INTELLIGENCE 68

9.4 MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE 68

10 ANOMALY DETECTION MARKET ANALYSIS, BY DEPLOYMENT TYPE 70

10.1 INTRODUCTION 71

10.2 ON-PREMISES 72

10.3 CLOUD 73

10.4 HYBRID 74

11 ANOMALY DETECTION MARKET ANALYSIS, BY VERTICAL 75

11.1 INTRODUCTION 76

11.2 BANKING, FINANCIAL SERVICES AND INSURANCE 77

11.3 RETAIL 79

11.4 MANUFACTURING 80

11.5 IT AND TELECOM 81

11.6 DEFENSE AND GOVERNMENT 82

11.7 HEALTHCARE 83

11.8 OTHERS 84

12 GEOGRAPHIC ANALYSIS 85

12.1 INTRODUCTION 86

12.2 NORTH AMERICA 88

12.3 EUROPE 93

12.4 ASIA PACIFIC 96

12.5 MIDDLE EAST AND AFRICA 101

12.6 LATIN AMERICA 105

13 COMPETITIVE LANDSCAPE 109

13.1 MICROQUADRANT OVERVIEW 109

13.1.1 VISIONARY LEADERS 109

13.1.2 INNOVATORS 109

13.1.3 DYNAMIC DIFFERENTIATORS 109

13.1.4 EMERGING COMPANIES 110

13.2 COMPETITIVE BENCHMARKING 111

13.2.1 STRENGTH OF PRODUCT PORTFOLIO ADOPTED BY MAJOR PLAYERS IN THE ANOMALY DETECTION MARKET 111

13.2.2 BUSINESS STRATEGY EXCELLENCE ADOPTED BY MAJOR PLAYERS IN THE ANOMALY DETECTION MARKET 112

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14 COMPANY PROFILES 113

(Overview, Strength of Product Portfolio, Business Strategy Excellence and Recent Developments)*

14.1 CISCO SYSTEMS, INC. 113

14.2 DELL TECHNOLOGIES, INC. 116

14.3 HEWLETT PACKARD ENTERPRISE COMPANY 119

14.4 GUARDIAN ANALYTICS 122

14.5 ANODOT, LTD. 125

14.6 HAPPIEST MINDS 127

14.7 GURUCUL 129

14.8 NIARA, INC. 132

14.9 FLOWMON NETWORKS 134

14.10 WIPRO LIMITED 137

14.11 SAS INSTITUTE INC. 141

14.12 SYMANTEC CORPORATION 145

14.13 TRUSTWAVE HOLDINGS, INC. 149

14.14 INTERNATIONAL BUSINESS MACHINES CORPORATION 152

14.15 LOGRHYTHM, INC. 157

14.16 SPLUNK, INC. 161

14.17 TREND MICRO, INC. 166

14.18 GREYCORTEX S.R.O. 171

14.19 SECURONIX, INC. 173

*Details on Overview, Strength of Product Portfolio, Business Strategy Excellence and Recent Developments might not be captured in case of unlisted companies.

15 APPENDIX 176

15.1 INDUSTRY EXPERTS 176

15.2 DISCUSSION GUIDE 177

15.3 KNOWLEDGE STORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL 180

15.4 INTRODUCING RT: REAL-TIME MARKET INTELLIGENCE 182

15.5 AVAILABLE CUSTOMIZATIONS 184

15.6 RELATED REPORTS 184

15.7 AUTHOR DETAILS 185





LIST OF TABLES



TABLE 1 ANOMALY DETECTION MARKET SIZE AND GROWTH RATE,

2017—2022 (USD MILLION, Y-O-Y %) 30

TABLE 2 ANOMALY DETECTION MARKET SIZE, BY COMPONENT, 2017—2022 (USD MILLION) 44

TABLE 3 ANOMALY DETECTION MARKET SIZE, BY SOLUTION, 2015—2022 (USD MILLION) 48

TABLE 4 SOLUTIONS: ANOMALY DETECTION MARKET SIZE, BY NETWORK BEHAVIOR ANOMALY DETECTION, 2015—2022 (USD MILLION) 50

TABLE 5 NETWORK TRAFFIC ANALYSIS MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 51

TABLE 6 NETWORK INTELLIGENCE AND SECURITY MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 51

TABLE 7 RISK MITIGATION AND MANAGEMENT MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 53

TABLE 8 SOLUTIONS: ANOMALY DETECTION MARKET SIZE, BY USER BEHAVIOR ANOMALY DETECTION, 2015—2022 (USD MILLION) 54

TABLE 9 IDENTITY AND ACCESS MANAGEMENT MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 55

TABLE 10 THREAT INTELLIGENCE AND MANAGEMENT MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 57

TABLE 11 DATA LOSS PREVENTION MARKET SIZE, BY REGION, 2015—2022 (USD MILLION) 57

TABLE 12 SECURITY INFORMATION AND EVENT MANAGEMENT MARKET SIZE, BY REGION, 2015—2022 (USD MILLION) 58

TABLE 13 ANOMALY DETECTION MARKET SIZE, BY SERVICE, 2015—2022 (USD MILLION) 60

TABLE 14 PROFESSIONAL SERVICES: ANOMALY DETECTION MARKET SIZE, BY TYPE,

2015—2022 (USD MILLION) 61

TABLE 15 DEPLOYMENT AND INTEGRATION MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 62

TABLE 16 CONSULTING SERVICES MARKET SIZE, BY REGION, 2015—2022 (USD MILLION) 63

TABLE 17 SUPPORT AND MAINTENANCE MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 63

TABLE 18 MANAGED SERVICES: ANOMALY DETECTION MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 64

TABLE 19 ANOMALY DETECTION MARKET SIZE, BY TECHNOLOGY,

2015—2022 (USD MILLION) 66

TABLE 20 BIG DATA ANALYTICS: ANOMALY DETECTION MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 67

TABLE 21 DATA MINING AND BUSINESS INTELLIGENCE: ANOMALY DETECTION MARKET SIZE, BY REGION, 2015—2022 (USD MILLION) 68

TABLE 22 MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE: ANOMALY DETECTION MARKET SIZE, BY REGION, 2015—2022 (USD MILLION) 69

TABLE 23 ANOMALY DETECTION MARKET SIZE, BY DEPLOYMENT TYPE,

2015—2022 (USD MILLION) 71

TABLE 24 ON-PREMISES: ANOMALY DETECTION MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 72

TABLE 25 CLOUD: ANOMALY DETECTION MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 73

TABLE 26 HYBRID: ANOMALY DETECTION MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 74

TABLE 27 ANOMALY DETECTION MARKET SIZE, BY VERTICAL, 2015—2022 (USD MILLION) 77

TABLE 28 BANKING, FINANCIAL SERVICES AND INSURANCE: ANOMALY DETECTION MARKET SIZE, BY REGION, 2015—2022 (USD MILLION) 78

TABLE 29 RETAIL: ANOMALY DETECTION MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 79

TABLE 30 MANUFACTURING: ANOMALY DETECTION MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 80

TABLE 31 IT AND TELECOM: ANOMALY DETECTION MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 81

TABLE 32 DEFENSE AND GOVERNMENT: ANOMALY DETECTION MARKET SIZE, BY REGION, 2015—2022 (USD MILLION) 82

TABLE 33 HEALTHCARE: ANOMALY DETECTION MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 83

TABLE 34 OTHERS: ANOMALY DETECTION MARKET SIZE, BY REGION,

2015—2022 (USD MILLION) 84

TABLE 35 ANOMALY DETECTION MARKET SIZE, BY REGION, 2015—2022 (USD MILLION) 87

TABLE 36 NORTH AMERICA: ANOMALY DETECTION MARKET SIZE, BY COMPONENT,

2015—2022 (USD MILLION) 89

TABLE 37 NORTH AMERICA: ANOMALY DETECTION MARKET SIZE, BY SOLUTION,

2015—2022 (USD MILLION) 90

TABLE 38 NORTH AMERICA: ANOMALY DETECTION MARKET SIZE, BY NETWORK BEHAVIOR ANOMALY DETECTION SOLUTION, 2015—2022 (USD MILLION) 90

TABLE 39 NORTH AMERICA: ANOMALY DETECTION MARKET SIZE, BY USER BEHAVIOR ANOMALY DETECTION SOLUTION, 2015—2022 (USD MILLION) 91

TABLE 40 NORTH AMERICA: ANOMALY DETECTION MARKET SIZE, BY SERVICE,

2015—2022 (USD MILLION) 91

TABLE 41 NORTH AMERICA: ANOMALY DETECTION MARKET SIZE, BY PROFESSIONAL SERVICE, 2015—2022 (USD MILLION) 91

TABLE 42 NORTH AMERICA: ANOMALY DETECTION MARKET SIZE, BY TECHNOLOGY,

2015—2022 (USD MILLION) 92

TABLE 43 NORTH AMERICA: ANOMALY DETECTION MARKET SIZE, BY DEPLOYMENT TYPE, 2015—2022 (USD MILLION) 92

TABLE 44 NORTH AMERICA: ANOMALY DETECTION MARKET SIZE, BY VERTICAL,

2015—2022 (USD MILLION) 92

TABLE 45 EUROPE: ANOMALY DETECTION MARKET SIZE, BY COMPONENT,

2015—2022 (USD MILLION) 93

TABLE 46 EUROPE: ANOMALY DETECTION MARKET SIZE, BY SOLUTION,

2015—2022 (USD MILLION) 94

TABLE 47 EUROPE: ANOMALY DETECTION MARKET SIZE, BY NETWORK BEHAVIOR ANOMALY DETECTION SOLUTION, 2015—2022 (USD MILLION) 94

TABLE 48 EUROPE: ANOMALY DETECTION MARKET SIZE, BY USER BEHAVIOR ANOMALY DETECTION SOLUTION, 2015—2022 (USD MILLION) 94

TABLE 49 EUROPE: ANOMALY DETECTION MARKET SIZE, BY SERVICE,

2015—2022 (USD MILLION) 95

TABLE 50 EUROPE: ANOMALY DETECTION MARKET SIZE, BY PROFESSIONAL SERVICE, 2015—2022 (USD MILLION) 95

TABLE 51 EUROPE: ANOMALY DETECTION MARKET SIZE, BY TECHNOLOGY,

2015—2022 (USD MILLION) 95

TABLE 52 EUROPE: ANOMALY DETECTION MARKET SIZE, BY DEPLOYMENT TYPE,

2015—2022 (USD MILLION) 96

TABLE 53 EUROPE: ANOMALY DETECTION MARKET SIZE, BY VERTICAL,

2015—2022 (USD MILLION) 96

TABLE 54 ASIA PACIFIC: ANOMALY DETECTION MARKET SIZE, BY COMPONENT,

2015—2022 (USD MILLION) 98

TABLE 55 ASIA PACIFIC: ANOMALY DETECTION MARKET SIZE, BY SOLUTION,

2015—2022 (USD MILLION) 98

TABLE 56 ASIA PACIFIC: ANOMALY DETECTION MARKET SIZE, BY NETWORK BEHAVIOR ANOMALY DETECTION SOLUTION, 2015—2022 (USD MILLION) 98

TABLE 57 ASIA PACIFIC: ANOMALY DETECTION MARKET SIZE, BY USER BEHAVIOR ANOMALY DETECTION SOLUTION, 2015—2022 (USD MILLION) 99

TABLE 58 ASIA PACIFIC: ANOMALY DETECTION MARKET SIZE, BY SERVICE,

2015—2022 (USD MILLION) 99

TABLE 59 ASIA PACIFIC: ANOMALY DETECTION MARKET SIZE, BY PROFESSIONAL SERVICE, 2015—2022 (USD MILLION) 99

TABLE 60 ASIA PACIFIC: ANOMALY DETECTION MARKET SIZE, BY TECHNOLOGY,

2015—2022 (USD MILLION) 100

TABLE 61 ASIA PACIFIC: ANOMALY DETECTION MARKET SIZE, BY DEPLOYMENT TYPE,

2015—2022 (USD MILLION) 100

TABLE 62 ASIA PACIFIC: ANOMALY DETECTION MARKET SIZE, BY VERTICAL,

2015—2022 (USD MILLION) 101

TABLE 63 MIDDLE EAST AND AFRICA: ANOMALY DETECTION MARKET SIZE, BY COMPONENT, 2015—2022 (USD MILLION) 102

TABLE 64 MIDDLE EAST AND AFRICA: ANOMALY DETECTION MARKET SIZE, BY SOLUTION, 2015—2022 (USD MILLION) 102

TABLE 65 MIDDLE EAST AND AFRICA: ANOMALY DETECTION MARKET SIZE, BY NETWORK BEHAVIOR ANOMALY DETECTION SOLUTION, 2015—2022 (USD MILLION) 102

TABLE 66 MIDDLE EAST AND AFRICA: ANOMALY DETECTION MARKET SIZE, BY USER BEHAVIOR ANOMALY DETECTION SOLUTION, 2015—2022 (USD MILLION) 103

TABLE 67 MIDDLE EAST AND AFRICA: ANOMALY DETECTION MARKET SIZE, BY SERVICE, 2015—2022 (USD MILLION) 103

TABLE 68 MIDDLE EAST AND AFRICA: ANOMALY DETECTION MARKET SIZE,

BY PROFESSIONAL SERVICES, 2015—2022 (USD MILLION) 103

TABLE 69 MIDDLE EAST AND AFRICA: ANOMALY DETECTION MARKET SIZE, BY TECHNOLOGY, 2015—2022 (USD MILLION) 104

TABLE 70 MIDDLE EAST AND AFRICA: ANOMALY DETECTION MARKET SIZE, BY DEPLOYMENT TYPE, 2015—2022 (USD MILLION) 104

TABLE 71 MIDDLE EAST AND AFRICA: ANOMALY DETECTION MARKET SIZE, BY VERTICAL, 2015—2022 (USD MILLION) 104

TABLE 72 LATIN AMERICA: ANOMALY DETECTION MARKET SIZE, BY COMPONENT,

2015—2022 (USD MILLION) 105

TABLE 73 LATIN AMERICA: ANOMALY DETECTION MARKET SIZE, BY SOLUTION,

2015—2022 (USD MILLION) 105

TABLE 74 LATIN AMERICA: ANOMALY DETECTION MARKET SIZE, BY NETWORK BEHAVIOR ANOMALY DETECTION SOLUTION, 2015—2022 (USD MILLION) 106

TABLE 75 LATIN AMERICA: ANOMALY DETECTION MARKET SIZE, BY USER BEHAVIOR ANOMALY DETECTION SOLUTION, 2015—2022 (USD MILLION) 106

TABLE 76 LATIN AMERICA: ANOMALY DETECTION MARKET SIZE, BY SERVICE,

2015—2022 (USD MILLION) 106

TABLE 77 LATIN AMERICA: ANOMALY DETECTION MARKET SIZE, BY PROFESSIONAL SERVICE, 2015—2022 (USD MILLION) 107

TABLE 78 LATIN AMERICA: ANOMALY DETECTION MARKET SIZE, BY TECHNOLOGY,

2015—2022 (USD MILLION) 107

TABLE 79 LATIN AMERICA: ANOMALY DETECTION MARKET SIZE, BY DEPLOYMENT TYPE, 2015—2022 (USD MILLION) 107

TABLE 80 LATIN AMERICA: ANOMALY DETECTION MARKET SIZE, BY VERTICAL,

2015—2022 (USD MILLION) 108

TABLE 81 MARKET RANKING FOR THE ANOMALY DETECTION MARKET, 2017 110





LIST OF FIGURES



FIGURE 1 ANOMALY DETECTION MARKET: MARKET SEGMENTATION 18

FIGURE 2 ANOMALY DETECTION MARKET: RESEARCH DESIGN 21

FIGURE 3 BREAKDOWN OF PRIMARY INTERVIEWS: BY COMPANY, DESIGNATION,

AND REGION 23

FIGURE 4 DATA TRIANGULATION 24

FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH 25

FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH 25

FIGURE 7 ANOMALY DETECTION MARKET: ASSUMPTIONS 28

FIGURE 8 NORTH AMERICA IS ESTIMATED TO HOLD THE LARGEST MARKET SHARE IN 2017 31

FIGURE 9 SEGMENTS DOMINATING THE GLOBAL ANOMALY DETECTION MARKET, 2017 32

FIGURE 10 SOLUTIONS SEGMENT IS ESTIMATED TO HOLD A MAJOR MARKET SHARE IN 2017 32

FIGURE 11 GROWTH OF DATA AND EMERGENCE OF HIGH-PERFORMANCE DATA ANALYTICS, AND INCREASE IN CYBER ESPIONAGE AND FRAUDULENT ACTIVITIES ARE DRIVING THE ANOMALY DETECTION MARKET 33

FIGURE 12 IDENTITY AND ACCESS MANAGEMENT, AND NORTH AMERICA ARE ESTIMATED TO HAVE THE LARGEST MARKET SHARES IN 2017 34

FIGURE 13 ASIA PACIFIC IS EXPECTED TO GROW AT A SIGNIFICANT PACE DURING THE FORECAST PERIOD (2017—2022) 34

FIGURE 14 NORTH AMERICA IS EXPECTED TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 35

FIGURE 15 ASIA PACIFIC IS EXPECTED TO EMERGE AS THE BEST MARKET FOR INVESTMENTS IN THE NEXT 5 YEARS 36

FIGURE 16 IT AND TELECOM, RETAIL, AND DEFENSE AND GOVERNMENT ARE EXPECTED TO GROW AT IMPRESSIVE RATES DURING THE FORECAST PERIOD 36

FIGURE 17 ANOMALY DETECTION MARKET: DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES 38

FIGURE 18 SOLUTIONS SEGMENT IS EXPECTED TO DOMINATE THE ANOMALY DETECTION MARKET DURING THE FORECAST PERIOD 44

FIGURE 19 NORTH AMERICA IS EXPECTED TO DOMINATE THE SOLUTIONS SEGMENT OF THE ANOMALY DETECTION MARKET DURING THE FORECAST PERIOD 45

FIGURE 20 NORTH AMERICA IS EXPECTED TO GROW TWO-FOLD IN THE SERVICES SEGMENT OF THE ANOMALY DETECTION MARKET DURING THE FORECAST PERIOD 46

FIGURE 21 NETWORK BEHAVIOR ANOMALY DETECTION SOLUTION IS EXPECTED TO DOMINATE THE ANOMALY DETECTION MARKET DURING THE FORECAST PERIOD 48

FIGURE 22 NETWORK TRAFFIC ANALYSIS IS EXPECTED TO HOLD THE LARGEST MARKET SIZE IN THE NETWORK BEHAVIOR ANOMALY DETECTION SOLUTION SEGMENT DURING THE FORECAST PERIOD 49

FIGURE 23 ASIA PACIFIC IS EXPECTED TO GROW AT THE HIGHEST CAGR IN THE NETWORK TRAFFIC ANALYSIS SEGMENT DURING THE FORECAST PERIOD 50

FIGURE 24 NORTH AMERICA IS EXPECTED TO DOMINATE THE RISK MITIGATION AND MANAGEMENT SEGMENT DURING THE FORECAST PERIOD 52

FIGURE 25 IDENTITY AND ACCESS MANAGEMENT IS EXPECTED TO DOMINATE THE USER BEHAVIOR ANOMALY DETECTION SEGMENT DURING THE FORECAST PERIOD 54

FIGURE 26 NORTH AMERICA IS EXPECTED TO HAVE THE LARGEST MARKET SIZE IN THE IDENTITY AND ACCESS MANAGEMENT SEGMENT DURING THE FORECAST PERIOD 55

FIGURE 27 NORTH AMERICA IS EXPECTED TO GROW TWO-FOLD IN THE THREAT INTELLIGENCE AND MANAGEMENT SEGMENT DURING THE FORECAST PERIOD 56

FIGURE 28 PROFESSIONAL SERVICES SEGMENT IS EXPECTED TO HOLD A LARGER MARKET SIZE DURING THE FORECAST PERIOD 60

FIGURE 29 DEPLOYMENT AND INTEGRATION SEGMENT IS EXPECTED TO DOMINATE THE PROFESSIONAL SERVICES SEGMENT DURING THE FORECAST PERIOD 61

FIGURE 30 ASIA PACIFIC IS EXPECTED TO GROW AT THE HIGHEST CAGR IN THE MANAGED SERVICES SEGMENT DURING THE FORECAST PERIOD 64

FIGURE 31 BIG DATA ANALYTICS IS EXPECTED TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 66

FIGURE 32 NORTH AMERICA IS EXPECTED TO DOMINATE THE BIG DATA ANLYTICS SEGMENT IN THE ANOMALY DETECTION MARKET DURING THE FORECAST PERIOD 67

FIGURE 33 ASIA PACIFIC IS EXPECTED TO GROW AT THE HIGHEST CAGR IN THE MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE SEGMENT DURING THE FORECAST PERIOD 69

FIGURE 34 CLOUD DEPLOYMENT TYPE IS EXPECTED TO HOLD THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 71

FIGURE 35 NORTH AMERICA IS EXPECTED TO DOMINATE THE CLOUD DEPLOYMENT TYPE IN THE ANOMALY DETECTION MARKET DURING THE FORECAST PERIOD 73

FIGURE 36 NORTH AMERICA IS EXPECTED TO GROW TWO-FOLD IN THE HYBRID DEPLOYMENT TYPE SEGMENT IN THE ANOMALY DETECTION MARKET DURING THE FORECAST PERIOD 74

FIGURE 37 BANKING, FINANCIAL SERVICES, AND INSURANCE VERTICAL IS EXPECTED TO HOLD THE LARGEST MARKET SIZE IN THE ANOMALY DETECTION MARKET DURING THE FORECAST PERIOD 76

FIGURE 38 NORTH AMERICA IS EXPECTED TO LEAD IN THE BFSI VERTICAL DURING THE FORECAST PERIOD 78

FIGURE 39 ASIA PACIFIC IS EXPECTED TO GROW AT THE HIGHEST CAGR IN THE IT AND TELECOM VERTICAL DURING THE FORECAST PERIOD 81

FIGURE 40 ASIA PACIFIC IS EXPECTED TO EXHIBIT THE HIGHEST CAGR IN THE ANOMALY DETECTION MARKET DURING THE FORECAST PERIOD 86

FIGURE 41 ASIA PACIFIC IS AN ATTRACTIVE DESTINATION IN THE ANOMALY DETECTION MARKET, 2017—2022 87

FIGURE 42 NORTH AMERICA MARKET SNAPSHOT 89

FIGURE 43 THREAT INTELLIGENCE AND MANAGEMENT IS EXPECTED TO EXHIBIT THE HIGHEST CAGR IN THE USER BEHAVIOR ANOMALY DETECTION SEGMENT DURING THE FORECAST PERIOD 90

FIGURE 44 ASIA PACIFIC MARKET SNAPSHOT 97

FIGURE 45 MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE TECHNOLOGY IS EXPECTED TO SHOWCASE THE HIGHEST CAGR IN THE ASIA PACIFIC MARKET DURING THE FORECAST PERIOD 100

FIGURE 46 ANOMALY DETECTION MARKET (GLOBAL), COMPETITIVE LEADERSHIP

MAPPING, 2017 110

FIGURE 47 CISCO SYSTEMS, INC.: COMPANY SNAPSHOT 113

FIGURE 48 HEWLETT PACKARD ENTERPRISE COMPANY: COMPANY SNAPSHOT 119

FIGURE 49 WIPRO LIMITED: COMPANY SNAPSHOT 137

FIGURE 50 SAS INSTITUTE INC.: COMPANY SNAPSHOT 141

FIGURE 51 SYMANTEC CORPORATION: COMPANY SNAPSHOT 145

FIGURE 52 INTERNATIONAL BUSINESS MACHINES CORPORATION: COMPANY SNAPSHOT 153

FIGURE 53 SPLUNK, INC.: COMPANY SNAPSHOT 161

FIGURE 54 TREND MICRO, INC.: COMPANY SNAPSHOT 167

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