Anomaly Detection Market, By Component (Services, Solution), By Deployment (Cloud. On-premise, Hybrid), By Technology (Machine Learning & Artificial Intelligence, Big Data Analytics, Business Intelligence & Data Mining), By End use (BFSI, Retail, IT & Telecom, Healthcare, Manufacturing, Government & Defense, Others), By Country, and By Region Industry Analysis, Market Size, Market Share & Forecast from 2023-2030
REPORT HIGHLIGHT
Anomaly detection market size was valued at USD 5,008.4 Million in 2022, expanding at a CAGR of 16.7% from 2023 to 2030.
Anomaly detection or outlier detection is defined as the identification of events, items, and observations that are different and suspicious from regular norms. In addition, unlabeled data or anomaly detection is used by data scientists. Moreover, exceptions, noise, novelties, outliers, and standard deviations are all anomalies in the data. To detect anomalies there are three types of methods used such as supervised, semi-supervised, and unsupervised. Further, businesses can get information about user experience, performance, and product quality with the help of anomaly detection.
Anomaly Detection Market- Market Dynamics
- The growing interest in anomaly detection is driven by market demand
In the BFSI industry autonomy detection tools are gaining acceptance which is projected to drive the anomaly detection market growth. Additionally, anomaly detection-based detection solutions and fraud prevention are more common than prescriptive and identity analysis, in the BFSI industry. However, the rise in open-source alternatives may hamper the demand for commercial solutions which in turn restrict the anomaly detection market growth. Moreover, the rising number of connected devices in the field of financial and banking sectors, healthcare, IT and telecom, defense, manufacturing, and the government is expected to boost the anomaly detection market. Furthermore, data plays an essential role in the decision-making process for various business organizations, but the generated is vast and there could be the risk of losing or misinterpreting valuable information. As a result, organizations use anomaly detection techniques to detect anomalies and irregularities in data.
Anomaly Detection Market- Key Insights
- As per the analysis shared by our research analyst, the anomaly detection market is estimated to grow annually at a CAGR of around 16.7% over the forecast period (2023-2030)
- The anomaly detection industry is projected to grow at a significant rate due to the growing connected devices in financial and banking sector
- Based on component segmentation, services was predicted to show maximum market share
- Based on deployment segmentation, cloud was the leading type in the near future
- On the basis of region, North America was the leading revenue generator in 2022
Anomaly Detection Market- Segmentation Analysis:
The global anomaly detection market is segmented on the basis of component, deployment, technology, end use, and region.
The market is divided into two categories based on Components: services and solutions. The solution segment is likely to hold the largest revenue share. The rising requirement to detect insider organizations threats involves malicious actions and unauthorized activities by internal employees and users.
The market is divided into two categories based on Deployment: cloud, hybrid, and on-premise. The cloud sector is likely to maintain its dominance in the market. The rising number of applications driving on the cloud makes it important for organizations to adopt anomaly detection for the environment of cloud computing.
The market is divided into three categories based on Technology: machine learning & artificial intelligence, big data analytics, and business intelligence & data mining. The machine learning & artificial intelligence segment is expected to dominate the market. In anomaly detection, machine learning & artificial intelligence enables organizations to detect anomalies in complex fields including financial transactions, network traffic, and healthcare data.
The market is divided into six categories based on End use: BFSI, retail, IT & telecom, healthcare, manufacturing, government & defense, and others. The IT & telecom segment is likely to possess the market share owing to the increasing need to analyze and understand the pattern of user behavior within the IT & telecom sector. Moreover, detecting fraudulent financial transactions, unauthorized access attempts, and theft also increases the growth of the market in the IT & telecom segment.
Anomaly Detection Market- Geographical Insights
Geographically, this market is widespread into the regions of North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further divided as per the nations bringing business.
Anomaly Detection Market- Competitive Landscape:
The rise in the development of technologies such as machine learning, big data analytics, and artificial intelligence has boosted the demand for anomaly detection. Additionally, companies use such technologies by optimizing the business for risk reduction and anomaly detection of data loss. Moreover, key players follow an extended operating history, significant competitive strengths, and a large customer base. Further, vendors emphasize enhancing after-sales service providers to ensure periodic maintenance of installed products, in the inorganic growth strategies. For instance, in September 2022, Falkonry announced an automated anomaly detection application called Falkonry Insight. This operates on high-speed sensor time series data.
Recent Developments:
- For instance, in September 2022, MindBridge, a leader in anomaly detection software and cloud-first AI financial risk discovery, today announced its latest global release. Additionally, it is a new API, greater AI transparency through custom risk segmentation, and service for advanced risk analytics and the expansion of platform localization.
Key features of the study:
- This proposed research study on anomaly detection market provides market size (US$ million), compound annual growth rate (CAGR %) and forecast estimation (2023-2030), considering 2022 as the base year.
- The report provides the client the latest up-to-date and trending insights about the anomaly detection market.
- The research report elucidates potential growth opportunities across different segments/countries and explains attractive investment proposition matrix for anomaly detection market.
- The overall report identifies new investment opportunities, challenges faced by established players, and growth factors to sustain in the anomaly detection market.
- Impact of COVID-19 on anomaly detection market size, forecast, CAGR, and market dynamics are discussed in detail under the research scope. Detailed insight on anomaly detection market post-COVID will also be covered.
- In order to give the users of this report a comprehensive view on the anomaly detection market we have also included competitive landscape and key innovator analysis for the anomaly detection market.
- The study encompasses a growth prospect mapping analysis, wherein all the industry segments are benchmarked based on their market size, growth rate and attractiveness.
- The report offers detailed company profiling featuring major market participants which will help users to understand their financial information and strategic initiatives of players operating in the anomaly detection market.
- In addition, the report also unveil the important acquisitions & mergers, collaborations & joint ventures, new launch, research & development, regional expansion of major participants involved in the market on global as well as regional level.
- The global anomaly detection market report primarily caters to various stakeholders in this industry including suppliers, investors, new entrants, distributors, and financial analysts.
SCOPE OF THE REPORT
The scope of this report covers the market by its major segments, which include as follows:
GLOBAL ANOMALY DETECTION MARKET KEY PLAYERS
- Cisco Systems, Inc.
- Amazon Web Services, Inc.
- Hewlett Packard Enterprise Company
- Broadcom, Inc.
- Dell Technologies, Inc.
- Dynatrace, LLC.
- Splunk, Inc.
- GURUCUL
- Microsoft Corp.
- Happiest Minds
- International Business Machines Corp.
- LogRhythm, Inc.
- SAS Institute, Inc.
- Trend Micro, Inc.
- Anodot Ltd.
GLOBALANOMALY DETECTION MARKET, BY COMPONENT
- Services
- Solution
GLOBAL ANOMALY DETECTION MARKET, BY DEPLOYMENT
- Cloud
- Hybrid
- On-Premise
GLOBAL ANOMALY DETECTION MARKET, BY TECHNOLOGY
- Machine Learning & Artificial Intelligence
- Big Data Analytics
- Business Intelligence & Data Mining
GLOBAL ANOMALY DETECTION MARKET, BY END USE
- BFSI
- Retail
- IT & Telecom
- Healthcare
- Manufacturing
- Government & Defense
- Others
GLOBAL ANOMALY DETECTION MARKET, BY REGION
- North America
- The U.S.
- Canada
- Europe
- Germany
- France
- Italy
- Spain
- United Kingdom
- Russia
- Netherlands
- Sweden
- Poland
- Rest of Europe
- Asia Pacific
- India
- China
- South Korea
- Japan
- Australia
- Thailand
- Indonesia
- Philippines
- Rest of APAC
- Latin America
- Brazil
- Mexico
- Argentina
- Colombia
- Rest of LATAM
- The Middle East and Africa
- Saudi Arabia
- United Arab Emirates
- Israel
- Turkey
- Algeria
- Egypt
- Rest of MEA
TABLE OF CONTENT
1. Anomaly Detection Market Overview
1.1. Study Scope
1.2. Market Estimation Years
2. Executive Summary
2.1. Market Snippet
2.1.1. Anomaly Detection Market Snippet by Component
2.1.2. Anomaly Detection Market Snippet by Deployment
2.1.3. Anomaly Detection Market Snippet by Technology
2.1.4. Anomaly Detection Market Snippet by End use
2.1.5. Anomaly Detection Market Snippet by Country
2.1.6. Anomaly Detection Market Snippet by Region
2.2. Competitive Insights
3. Anomaly Detection Key Market Trends
3.1. Anomaly Detection Market Drivers
3.1.1. Impact Analysis of Market Drivers
3.2. Anomaly Detection Market Restraints
3.2.1. Impact Analysis of Market Restraints
3.3. Anomaly Detection Market Opportunities
3.4. Anomaly Detection Market Future Trends
4. Anomaly Detection Industry Study
4.1. PEST Analysis
4.2. Porter’s Five Forces Analysis
4.3. Growth Prospect Mapping
4.4. Regulatory Framework Analysis
5. Anomaly Detection Market: COVID-19 Impact Analysis
5.1. Pre-COVID-19 Impact Analysis
5.2. Post-COVID-19 Impact Analysis
5.2.1. Top Performing Segments
5.2.2. Marginal Growth Segments
5.2.3. Top Looser Segments
5.2.4. Marginal Loss Segments
6. Anomaly Detection Market Landscape
6.1. Anomaly Detection Market Share Analysis, 2022
6.2. Breakdown Data, by Key Manufacturer
6.2.1. Established Players’ Analysis
6.2.2. Emerging Players’ Analysis
7. Anomaly Detection Market – By Component
7.1. Overview
7.1.1. Segment Share Analysis, By Component, 2022&2030 (%)
7.1.2. Services
7.1.3. Solution
8. Anomaly Detection Market – By Deployment
8.1. Overview
8.1.1. Segment Share Analysis, By Deployment, 2022&2030 (%)
8.1.2. Cloud
8.1.3. Hybrid
8.1.4. On-Premise
9. Anomaly Detection Market – By Technology
9.1. Overview
9.1.1. Segment Share Analysis, By Technology, 2022&2030 (%)
9.1.2. Machine Learning & Artificial Intelligence
9.1.3. Big Data Analytics
9.1.4. Business Intelligence & Data Mining
10. Anomaly Detection Market – By End use
10.1. Overview
10.1.1. Segment Share Analysis, By Deployment, 2022&2030 (%)
10.1.2. BFSI
10.1.3. Retail
10.1.4. IT & Telecom
10.1.5. Healthcare
10.1.6. Manufacturing
10.1.7. Government & Defense
10.1.8. Others
11. Anomaly Detection Market– By Geography
11.1. Introduction
11.1.1. Segment Share Analysis, By Geography, 2022&2030 (%)
11.2. North America
11.2.1. Overview
11.2.2. Anomaly Detection Key Manufacturers in North America
11.2.3. North America Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
11.2.4. North America Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.2.5. North America Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.2.6. North America Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.2.7. North America Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.2.8. U.S.
11.2.8.1. Overview
11.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.2.8.3. U.S. Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.2.8.4. U.S. Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.2.8.5. U.S. Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.2.8.6. U.S. Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.2.9. Canada
11.2.9.1. Overview
11.2.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.2.9.3. Canada Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.2.9.4. Canada Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.2.9.5. Canada Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.2.9.6. Canada Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.3. Europe
11.3.1. Overview
11.3.2. Anomaly Detection Key Manufacturers in Europe
11.3.3. Europe Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
11.3.4. Europe Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.3.5. Europe Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.3.6. Europe Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.3.7. Europe Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.3.8. Germany
11.3.8.1. Overview
11.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.3.8.3. Germany Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.3.8.4. Germany Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.3.8.5. Germany Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.3.8.6. Germany Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.3.9. Italy
11.3.9.1. Overview
11.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.3.9.3. Italy Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.3.9.4. Italy Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.3.9.5. Italy Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.3.9.6. Italy Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.3.10. United Kingdom
11.3.10.1. Overview
11.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.3.10.3. United Kingdom Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.3.10.4. United Kingdom Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.3.10.5. United Kingdom Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.3.10.6. United Kingdom Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.3.11. France
11.3.11.1. Overview
11.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.3.11.3. France Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.3.11.4. France Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.3.11.5. France Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.3.11.6. France Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.3.12. Russia
11.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.3.12.2. Russia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.3.12.3. Russia Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.3.12.4. Russia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.3.12.5. Russia Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.3.13. Netherlands
11.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.3.13.2. Netherlands Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.3.13.3. Netherlands Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.3.13.4. Netherlands Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.3.13.5. Netherlands Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.3.14. Sweden
11.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.3.14.2. Sweden Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.3.14.3. Sweden Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.3.14.4. Sweden Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.3.14.5. Sweden Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.3.15. Poland
11.3.15.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.3.15.2. Poland Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.3.15.3. Poland Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.3.15.4. Poland Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.3.15.5. Poland Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.3.16. Rest of Europe
11.3.16.1. Overview
11.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.3.16.3. Rest of the Europe Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.3.16.4. Rest of the Europe Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.3.16.5. Rest of the Europe Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.3.16.6. Rest of the Europe Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.4. Asia Pacific (APAC)
11.4.1. Overview
11.4.2. Anomaly Detection Key Manufacturers in Asia Pacific
11.4.3. Asia Pacific Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
11.4.4. Asia Pacific Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.4.5. Asia Pacific Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.4.6. Asia Pacific Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.4.7. Asia Pacific Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.4.8. India
11.4.8.1. Overview
11.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.4.8.3. India Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.4.8.4. India Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.4.8.5. India Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.4.8.6. India Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.4.9. China
11.4.9.1. Overview
11.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.4.9.3. China Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.4.9.4. China Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.4.9.5. China Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.4.9.6. China Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.4.10. Japan
11.4.10.1. Overview
11.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.4.10.3. Japan Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.4.10.4. Japan Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.4.10.5. Japan Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.4.10.6. Japan Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.4.11. South Korea
11.4.11.1. Overview
11.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.4.11.3. South Korea Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.4.11.4. South Korea Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.4.11.5. South Korea Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.4.11.6. South Korea Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.4.12. Australia
11.4.12.1. Overview
11.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.4.12.3. Australia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.4.12.4. Australia Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.4.12.5. Australia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.4.12.6. Australia Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.4.13. Thailand
11.4.13.1. Overview
11.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.4.13.3. Thailand Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.4.13.4. Thailand Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.4.13.5. Thailand Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.4.13.6. Thailand Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.4.14. Indonesia
11.4.14.1. Overview
11.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.4.14.3. Indonesia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.4.14.4. Indonesia Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.4.14.5. Indonesia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.4.14.6. Indonesia Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.4.15. Philippines
11.4.15.1. Overview
11.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.4.15.3. PhilippinesMarket Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.4.15.4. PhilippinesMarket Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.4.15.5. PhilippinesMarket Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.4.15.6. PhilippinesMarket Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.4.16. Rest of APAC
11.4.16.1. Overview
11.4.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.4.16.3. Rest of APAC Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.4.16.4. Rest of APAC Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.4.16.5. Rest of APAC Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.4.16.6. Rest of APAC Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.5. Latin America
11.5.1. Overview
11.5.2. Anomaly Detection Key Manufacturers in Latin America
11.5.3. Latin America Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
11.5.4. Latin America Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.5.5. Latin America Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.5.6. Latin America Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.5.7. Latin America Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.5.8. Brazil
11.5.8.1. Overview
11.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.5.8.3. Brazil Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.5.8.4. Brazil Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.5.8.5. Brazil Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.5.8.6. Brazil Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.5.9. Mexico
11.5.9.1. Overview
11.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.5.9.3. Mexico Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.5.9.4. Mexico Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.5.9.5. Mexico Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.5.9.6. Mexico Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.5.10. Argentina
11.5.10.1. Overview
11.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.5.10.3. Argentina Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.5.10.4. Argentina Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.5.10.5. Argentina Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.5.10.6. Argentina Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.5.11. Colombia
11.5.11.1. Overview
11.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.5.11.3. Colombia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.5.11.4. Colombia Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.5.11.5. Colombia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.5.11.6. Colombia Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.5.12. Rest of LATAM
11.5.12.1. Overview
11.5.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.5.12.3. Rest of LATAM Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.5.12.4. Rest of LATAM Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.5.12.5. Rest of LATAM Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.5.12.6. Rest of LATAM Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.6. Middle East and Africa
11.6.1. Overview
11.6.2. Anomaly Detection Key Manufacturers in Middle East and Africa
11.6.3. Middle East and Africa Market Size and Forecast, By Country, 2018 - 2030 (US$ Million)
11.6.4. Middle East and Africa Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.6.5. Middle East and Africa Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.6.6. Middle East and Africa Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.6.7. Middle East and Africa Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.6.8. Saudi Arabia
11.6.8.1. Overview
11.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.6.8.3. Saudi Arabia Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.6.8.4. Saudi Arabia Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.6.8.5. Saudi Arabia Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.6.8.6. Saudi Arabia Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.6.9. United Arab Emirates
11.6.9.1. Overview
11.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.6.9.3. United Arab Emirates Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.6.9.4. United Arab Emirates Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.6.9.5. United Arab Emirates Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.6.9.6. United Arab Emirates Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.6.10. Israel
11.6.10.1. Overview
11.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.6.10.3. IsraelMarket Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.6.10.4. IsraelMarket Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.6.10.5. IsraelMarket Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.6.10.6. IsraelMarket Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.6.11. Turkey
11.6.11.1. Overview
11.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.6.11.3. Turkey Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.6.11.4. Turkey Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.6.11.5. Turkey Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.6.11.6. Turkey Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.6.12. Algeria
11.6.12.1. Overview
11.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.6.12.3. Algeria Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.6.12.4. Algeria Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.6.12.5. Algeria Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.6.12.6. Algeria Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.6.13. Egypt
11.6.13.1. Overview
11.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.6.13.3. Egypt Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.6.13.4. Egypt Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.6.13.5. Egypt Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.6.13.6. Egypt Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
11.6.14. Rest of MEA
11.6.14.1. Overview
11.6.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2018 - 2030, (US$ Million)
11.6.14.3. Rest of MEA Market Size and Forecast, By Component, 2018 - 2030 (US$ Million)
11.6.14.4. Rest of MEA Market Size and Forecast, By Deployment, 2018 - 2030 (US$ Million)
11.6.14.5. Rest of MEA Market Size and Forecast, By Technology, 2018 - 2030 (US$ Million)
11.6.14.6. Rest of MEA Market Size and Forecast, By End use, 2018 - 2030 (US$ Million)
12. Key Vendor Analysis- Anomaly Detection Industry
12.1. Competitive Dashboard
12.2. Company Profiles
12.2.1. Cisco Systems, Inc.
12.2.2. Amazon Web Services, Inc.
12.2.3. Hewlett Packard Enterprise Company
12.2.4. Broadcom, Inc.
12.2.5. Dell Technologies, Inc.
12.2.6. Dynatrace, LLC.
12.2.7. Splunk, Inc.
12.2.8. GURUCUL
12.2.9. Microsoft Corp.
12.2.10. Happiest Minds
12.2.11. International Business Machines Corp.
12.2.12. LogRhythm, Inc.
12.2.13. SAS Institute, Inc.
12.2.14. Trend Micro, Inc.
12.2.15. Anodot Ltd.
13. 360 Degree Analyst View
14. Appendix
14.1. Research Methodology
14.2. References
14.3. Abbreviations
14.4. Disclaimer
14.5. Contact Us
