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市場調查報告書
商品編碼
897375

異常偵測的全球市場

Anomaly Detection

出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 512 Pages | 商品交期: 最快1-2個工作天內

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  • 全貌
  • 簡介
  • 目錄
簡介

本報告涵括異常偵測的全球市場相關概要、趨勢,及美國,加拿大,日本,歐洲,亞太地區等各地區分析,至2025年的市場預測,主要業者簡介等資訊。

第1章 調查手法

第2章 摘要整理

  • 市場概要
    • 概要
    • 銀行、金融服務、保險:異常偵測的各行業最大市場
    • 成長最快速的網路上的異常行動偵測
    • 進行莫大的研究開發投資的北美推動市場
    • 異常偵測模式:局內人
    • 主要競爭對手的市場佔有率
    • 異常偵測的競爭者的全球市場佔有率方案
    • 異常偵測市場(2018年):各主要參與者明細
    • 各分類競爭者的全球市場佔有率
    • 服務的競爭者的全球市場佔有率
    • 主要參與者的解決方案的市場佔有率明細
    • 巨量資料分析的競爭者的收益佔有率
    • 各企業資料探勘、商業智慧的市場佔有率的轉移
    • 機器學習、AI的競爭者的全球市場佔有率
    • 主要參與者的網路異常行動偵測的市場佔有率明細
    • 用戶行動異常偵測的競爭者的全球市場佔有率
  • 主要參與者
  • 關注趨勢與成長促進要素
    • 違法行為的增加,網路連接終端的劇增造成市場活性化
    • HPDA的引進與異常偵測解決方案的引進增加而預計成長
    • AI和機器學習的登場造成對成長的期待
    • 異常偵測規則:見解
    • 產品概要
  • 全球市場的展望

第3章 市場分析

  • 地區市場分析
  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
    • 法國
    • 德國
    • 義大利
    • 英國
    • 其他
  • 亞太地區
  • 其他

第4章 比較展望

  • Cisco Systems
  • Dell Technologies
  • Flowmon Networks A.S.
  • Greycortex S.R.O.
  • Guardian Analytics
  • Gurucul
  • Happiest Minds Technologies
  • Hewlett-Packard Enterprise
  • BIM Corporation
  • SAS Institute
  • Splunk
  • Symantec Corporation
  • Trustwave Holdings
  • Varonis Systems
  • Wipro Lighting
目錄
Product Code: MCP10297

What`s New for 2022?

» Global competitiveness and key competitor percentage market shares

» Market presence across multiple geographies - Strong/Active/Niche/Trivial

» Online interactive peer-to-peer collaborative bespoke updates

» Access to our digital archives and MarketGlass Research Platform

» Complimentary updates for one year

Global Anomaly Detection Market to Reach US$8.6 Billion by the Year 2026

Anomaly detection, also referred to as outlier detection, in data mining, refers to the identification of observations, events or items that are rare and which create suspicions by way of being significantly different from majority or rest of data. Detecting anomalies or abnormalities in datasets, in the early stages of their occurrence is critical. Growth in the global market is attributed to increasing incident of internal threats and cyber frauds that have established anomaly detection as a mega trend with universal recognition. These solutions are gaining traction among businesses to detect strange patterns in network data traffic indicating hacking attempt and fraudulent activities. The use of anomaly detection is not only limited to fraud detection in online transactions, but also entails detection of faults in operating environments. Anomaly detection is finding increasing attention from proliferation of the IoT and growing demand for advanced solutions to monitor associated use cases. The market growth is favored by increasing use of anomaly detection solutions in software testing along with rising attention on high-performance data analysis (HPDA). Global demand for anomaly detection is also attributed to increasing introduction of advanced solutions with new functions and features. Various companies serving the market are exploiting machine learning and AI technologies for developing solutions intended to assist users in quickly identifying abrupt changes in patterns and behavior.

Amid the COVID-19 crisis, the global market for Anomaly Detection estimated at US$4.8 Billion in the year 2022, is projected to reach a revised size of US$8.6 Billion by 2026, growing at a CAGR of 15.8% over the analysis period. Solutions, one of the segments analyzed in the report, is projected to grow at a 16.4% CAGR to reach US$7.2 Billion by the end of the analysis period. After a thorough analysis of the business implications of the pandemic and its induced economic crisis, growth in the Services segment is readjusted to a revised 14.2% CAGR for the next 7-year period. This segment currently accounts for a 27.9% share of the global Anomaly Detection market.

The U.S. Market is Estimated at $2.1 Billion in 2022, While China is Forecast to Reach $997.4 Million by 2026

The Anomaly Detection market in the U.S. is estimated at US$2.1 Billion in the year 2022. The country currently accounts for a 43.18% share in the global market. China, the world`s second largest economy, is forecast to reach an estimated market size of US$997.4 Billion in the year 2026 trailing a CAGR of 16.7% through the analysis period. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 15% and 14.7% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 15.9% CAGR while Rest of European market (as defined in the study) will reach US$545.5 Million by the close of the analysis period. North America maintains the leading position in the global anomaly detection market owing to extensive uptake of the cloud and IoT technology, the bring-your-own-device (BYOD) trend and the presence of major players. The BYOD culture in the region along with proliferation of IoT and connected devices is resulting in high incident of anomalies and network breach. The trend is prompting an increasing number of organizations to embrace anomaly detection solutions and services for safeguarding business-critical information. The regional market is also gaining from high uptake of anomaly detection services among security and government agencies. Europe represents the second-leading market for anomaly detection due to technological advancements and significant investments by companies to come up with new solutions. In addition, various small-sized companies are partnering with major vendors for offering better solutions and extending their customer base. On the other hand, the anomaly detection market in Asia-Pacific is predicted to register the fastest growth owing to continuous expansion of the IT sector and increasing uptake of emerging technologies like the IoT, cyber-security, the cloud, augmented reality and big data & analytics.

Select Competitors (Total 94 Featured) -

  • Broadcom, Inc.
  • Cisco Systems, Inc.
  • Dell Technologies, Inc.
  • Happiest Minds Technologies Limited
  • Hewlett Packard Enterprise Development LP
  • International Business Machines Corporation
  • Microsoft Corporation
  • Nippon Telegraph and Telephone Corporation
  • SAS Institute Inc.
  • Securonix, Inc.
  • Splunk, Inc.
  • Trend Micro Incorporated
  • Verint Systems Inc.
  • Wipro Limited
  • WSO2, Inc.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • The Race Between the Virus & Vaccines Intensifies. Amidst this Chaotic Battle, Where is the World Economy Headed?
    • Progress on Vaccinations: Why Should Businesses Care?
    • COVID-19-Led Shift to Remote Working
    • Industries Expedite Digital Transformation Strategies: AI Gains Significant Interest
    • Applications of AI in War against the Pandemic
    • Machine Learning Benefits Healthcare Organizations
    • Retailers Rely on AI to Stay Afloat & Embrace New Normal
    • Competitive Scenario
    • EXHIBIT 1: Anomaly Detection - Global Key Competitors Percentage Market Share in 2022 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2022 (E)
    • Global Market Prospects & Outlook
    • Emerging Threat Landscape Augurs Well for Global Anomaly Detection Market
    • Anomaly Detection Goes Common with Favorable Trends & Drivers
    • With IMF's Upward Revision of Global GDP Forecasts, Most Companies are Bullish about an Economic Comeback Despite a Continuing Pandemic
    • EXHIBIT 2: A Strong Yet Exceedingly Patchy & Uncertain Recovery Shaped by New Variants Comes Into Play: World Economic Growth Projections (Real GDP, Annual % Change) for 2020 through 2022
    • EXHIBIT 3: Easing Unemployment Levels in 2021 Although Moderate Will Infuse Hope for Industries Reliant on Consumer Discretionary Incomes: Global Number of Unemployed People (In Million) for Years 2019, 2020, 2021, and 2022
    • Analysis by Technology
    • EXHIBIT 4: Global Anomaly Detection Market by Component (2021 & 2027): Percentage Breakdown of Revenues for Solutions, and Services
    • EXHIBIT 5: Global Anomaly Detection Market by Technology (2021 & 2027): Percentage Breakdown of Revenues for Big Data Analytics, Data Mining & Business Intelligence, and Machine Learning & Artificial Intelligence
    • Analysis by End-Use
    • EXHIBIT 6: Global Anomaly Detection Market by End-Use (2021 & 2027): Percentage Breakdown of Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare, and Other End-Uses
    • Regional Analysis
    • EXHIBIT 7: World Anomaly Detection Market by Region (2021 & 2027): Percentage Breakdown of Revenues for Developed and Developing Regions
    • EXHIBIT 8: World Data Governance Market - Geographic Regions Ranked by CAGR (Revenues) for 2020-2027: China, Asia-Pacific, USA, Europe, Japan, Canada, and Rest of World
    • An Introduction to Anomaly Detection
    • Technique Categories
    • Anomaly Detection Settings
    • Time-Series Anomalies: Types & Detection Methods
    • Benefits and Use Cases of Anomaly Detection
    • Applications
    • Recent Market Activity
    • Select Global Brands
    • Emphasis on Technology Adoption Elicits AI Implementation in Manufacturing Industry
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • The Pace of Digital Transformation to Determine Pace of Demand for Anomaly Detection
    • EXHIBIT 9: Digital Transformation by Industry: 2020
    • EXHIBIT 10: Industry Adoption of Artificial Intelligence (AI) by Function: 2020
    • Anomaly Detection Emerges as Future-Proof Strategy for Businesses
    • Anomaly Detection, Analytics & Cognitive Intelligence
    • Real-Time Anomaly Detection & Analytics Get Intertwined with Cognitive Intelligence
    • Real-Time Anomaly Detection in Clusters
    • Trends in Big Data to Shape Future of AI and Anomaly Detection
    • Edge Computing Critical to IoT Anomaly Detection
    • Hosting at Edge to Drive Growth
    • EXHIBIT 11: Global Edge Computing Market in US$ Billion: 2020, 2024, and 2026
    • Convergence of AI and IoT to Bring in Efficiencies
    • EXHIBIT 12: Global Breakdown of Investments in Manufacturing IoT (in US$ Billion) for the Years 2016, 2018, 2020 and 2025
    • EXHIBIT 13: Industry 4.0 Technologies with Strongest Impact on Organizations: 2020
    • ML-based Anomaly Detection
    • Machine Learning and AI-Assisted Platforms Personalize Customer Experiences in Marketing Applications Leading to Demand Growth of Anomaly Detection
    • MLAD Holds Potential to Identify Anomalies
    • Anomaly Detection: Real Opportunities to Identify Time-Series Data Anomalies
    • Anomalous Data Detection with Self-Supervised Learning: A Review
    • Anomaly Detection Emerges as Hot Trend in Ad Tech Landscape
    • Financial Sector: AI and ML Offer Numerous Gains for Anomaly Detection
    • EXHIBIT 14: Top Technology Investments in BFSI Sector: 2021
    • EXHIBIT 15: Post Pandemic Focus of Banks on Digital Transformation to Benefit Anomaly Detection: % of Organizations Citing Priority for 2020
    • Anomaly Detection through AI Technology Steps into Manufacturing Space to Transform Diverse Aspects
    • Industrial AI to Influence Manufacturing in a Major Way
    • Industrial IoT, Robotics and Big Data to Stimulate Anomaly Detection
    • EXHIBIT 16: Global Investments on Industry 4.0 Technologies (in US$ Billion) for the Years 2017, 2020, & 2023
    • EXHIBIT 17: Global Predictive Maintenance by Market in US$ Billion for Years 2020, 2022, 2024, and 2026
    • Challenges in Anomaly Detection
    • Ad Fraud: The Implications & Anomaly Detection
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Recent Past, Current & Future Analysis for Anomaly Detection by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2020 through 2027 and % CAGR
    • TABLE 2: World Historic Review for Anomaly Detection by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 3: World 12-Year Perspective for Anomaly Detection by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2015, 2021 & 2027
    • TABLE 4: World Recent Past, Current & Future Analysis for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2020 through 2027 and % CAGR
    • TABLE 5: World Historic Review for Solutions by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 6: World 12-Year Perspective for Solutions by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2021 & 2027
    • TABLE 7: World Recent Past, Current & Future Analysis for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2020 through 2027 and % CAGR
    • TABLE 8: World Historic Review for Services by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 9: World 12-Year Perspective for Services by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2021 & 2027
    • TABLE 10: World Recent Past, Current & Future Analysis for Big Data Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2020 through 2027 and % CAGR
    • TABLE 11: World Historic Review for Big Data Analytics by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 12: World 12-Year Perspective for Big Data Analytics by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2021 & 2027
    • TABLE 13: World Recent Past, Current & Future Analysis for Data Mining & Business Intelligence by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2020 through 2027 and % CAGR
    • TABLE 14: World Historic Review for Data Mining & Business Intelligence by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 15: World 12-Year Perspective for Data Mining & Business Intelligence by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2021 & 2027
    • TABLE 16: World Recent Past, Current & Future Analysis for Machine Learning & Artificial Intelligence by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2020 through 2027 and % CAGR
    • TABLE 17: World Historic Review for Machine Learning & Artificial Intelligence by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 18: World 12-Year Perspective for Machine Learning & Artificial Intelligence by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2021 & 2027
    • TABLE 19: World Recent Past, Current & Future Analysis for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2020 through 2027 and % CAGR
    • TABLE 20: World Historic Review for BFSI by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 21: World 12-Year Perspective for BFSI by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2021 & 2027
    • TABLE 22: World Recent Past, Current & Future Analysis for IT & Telecom by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2020 through 2027 and % CAGR
    • TABLE 23: World Historic Review for IT & Telecom by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 24: World 12-Year Perspective for IT & Telecom by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2021 & 2027
    • TABLE 25: World Recent Past, Current & Future Analysis for Government & Defense by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2020 through 2027 and % CAGR
    • TABLE 26: World Historic Review for Government & Defense by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 27: World 12-Year Perspective for Government & Defense by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2021 & 2027
    • TABLE 28: World Recent Past, Current & Future Analysis for Manufacturing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2020 through 2027 and % CAGR
    • TABLE 29: World Historic Review for Manufacturing by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 30: World 12-Year Perspective for Manufacturing by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2021 & 2027
    • TABLE 31: World Recent Past, Current & Future Analysis for Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2020 through 2027 and % CAGR
    • TABLE 32: World Historic Review for Healthcare by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 33: World 12-Year Perspective for Healthcare by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2021 & 2027
    • TABLE 34: World Recent Past, Current & Future Analysis for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2020 through 2027 and % CAGR
    • TABLE 35: World Historic Review for Other End-Uses by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 36: World 12-Year Perspective for Other End-Uses by Geographic Region - Percentage Breakdown of Value Revenues for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2015, 2021 & 2027

III. MARKET ANALYSIS

  • UNITED STATES
    • Anomaly Detection Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2022 (E)
    • Market Analytics
    • TABLE 37: USA Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 38: USA Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 39: USA 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
    • TABLE 40: USA Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 41: USA Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 42: USA 12-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2021 & 2027
    • TABLE 43: USA Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 44: USA Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 45: USA 12-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2021 & 2027
  • CANADA
    • Anomaly Detection Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Canada for 2022 (E)
    • Market Analytics
    • TABLE 46: Canada Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 47: Canada Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 48: Canada 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
    • TABLE 49: Canada Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 50: Canada Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 51: Canada 12-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2021 & 2027
    • TABLE 52: Canada Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 53: Canada Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 54: Canada 12-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2021 & 2027
  • JAPAN
    • Anomaly Detection Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2022 (E)
    • Market Analytics
    • TABLE 55: Japan Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 56: Japan Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 57: Japan 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
    • TABLE 58: Japan Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 59: Japan Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 60: Japan 12-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2021 & 2027
    • TABLE 61: Japan Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 62: Japan Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 63: Japan 12-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2021 & 2027
  • CHINA
    • TABLE 64: China Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 65: China Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 66: China 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
    • TABLE 67: China Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 68: China Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 69: China 12-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2021 & 2027
    • TABLE 70: China Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 71: China Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 72: China 12-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2021 & 2027
  • EUROPE
    • Anomaly Detection Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2022 (E)
    • Market Analytics
    • TABLE 73: Europe Recent Past, Current & Future Analysis for Anomaly Detection by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2020 through 2027 and % CAGR
    • TABLE 74: Europe Historic Review for Anomaly Detection by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 75: Europe 12-Year Perspective for Anomaly Detection by Geographic Region - Percentage Breakdown of Value Revenues for France, Germany, Italy, UK and Rest of Europe Markets for Years 2015, 2021 & 2027
    • TABLE 76: Europe Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 77: Europe Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 78: Europe 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
    • TABLE 79: Europe Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 80: Europe Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 81: Europe 12-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2021 & 2027
    • TABLE 82: Europe Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 83: Europe Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 84: Europe 12-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2021 & 2027
  • FRANCE
    • TABLE 85: France Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 86: France Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 87: France 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
    • TABLE 88: France Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 89: France Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 90: France 12-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2021 & 2027
    • TABLE 91: France Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 92: France Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 93: France 12-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2021 & 2027
  • GERMANY
    • TABLE 94: Germany Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 95: Germany Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 96: Germany 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
    • TABLE 97: Germany Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 98: Germany Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 99: Germany 12-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2021 & 2027
    • TABLE 100: Germany Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 101: Germany Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 102: Germany 12-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2021 & 2027
  • ITALY
    • TABLE 103: Italy Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 104: Italy Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 105: Italy 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
    • TABLE 106: Italy Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 107: Italy Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 108: Italy 12-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2021 & 2027
    • TABLE 109: Italy Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 110: Italy Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 111: Italy 12-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2021 & 2027
  • UNITED KINGDOM
    • TABLE 112: UK Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 113: UK Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 114: UK 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
    • TABLE 115: UK Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 116: UK Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 117: UK 12-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2021 & 2027
    • TABLE 118: UK Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 119: UK Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 120: UK 12-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2021 & 2027
  • REST OF EUROPE
    • TABLE 121: Rest of Europe Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 122: Rest of Europe Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 123: Rest of Europe 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
    • TABLE 124: Rest of Europe Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 125: Rest of Europe Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 126: Rest of Europe 12-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2021 & 2027
    • TABLE 127: Rest of Europe Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 128: Rest of Europe Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 129: Rest of Europe 12-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2021 & 2027
  • ASIA-PACIFIC
    • Anomaly Detection Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2022 (E)
    • Market Analytics
    • TABLE 130: Asia-Pacific Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 131: Asia-Pacific Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 132: Asia-Pacific 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
    • TABLE 133: Asia-Pacific Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 134: Asia-Pacific Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 135: Asia-Pacific 12-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2021 & 2027
    • TABLE 136: Asia-Pacific Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 137: Asia-Pacific Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 138: Asia-Pacific 12-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2021 & 2027
  • REST OF WORLD
    • TABLE 139: Rest of World Recent Past, Current & Future Analysis for Anomaly Detection by Component - Solutions and Services - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 140: Rest of World Historic Review for Anomaly Detection by Component - Solutions and Services Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 141: Rest of World 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
    • TABLE 142: Rest of World Recent Past, Current & Future Analysis for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 143: Rest of World Historic Review for Anomaly Detection by Technology - Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 144: Rest of World 12-Year Perspective for Anomaly Detection by Technology - Percentage Breakdown of Value Revenues for Big Data Analytics, Data Mining & Business Intelligence and Machine Learning & Artificial Intelligence for the Years 2015, 2021 & 2027
    • TABLE 145: Rest of World Recent Past, Current & Future Analysis for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses - Independent Analysis of Annual Revenues in US$ Million for the Years 2020 through 2027 and % CAGR
    • TABLE 146: Rest of World Historic Review for Anomaly Detection by End-Use - BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses Markets - Independent Analysis of Annual Revenues in US$ Million for Years 2015 through 2019 and % CAGR
    • TABLE 147: Rest of World 12-Year Perspective for Anomaly Detection by End-Use - Percentage Breakdown of Value Revenues for BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare and Other End-Uses for the Years 2015, 2021 & 2027

IV. COMPETITION

  • Total Companies Profiled: 94