Anomaly Detection

World Market Report

MCP10297

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DATE

OCT 2022

TABLES

147

PAGES

512

EDITION

5

PRICE

USD 4950

CODE

MCP10297


COMPETITIVE METRICS

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HIGHLIGHTS & REPORT INDEX

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 $9.6 Billion by 2027
In the changed post COVID-19 business landscape, the global market for Anomaly Detection estimated at US$3.4 Billion in the year 2020, is projected to reach a revised size of US$9.6 Billion by 2027, growing at aCAGR of 15.8% over the period 2020-2027. Solutions, one of the segments analyzed in the report, is projected to record 16.4% CAGR and reach US$7.2 Billion by the end of the analysis period. Taking into account the ongoing post pandemic recovery, growth in the Services segment is readjusted to a revised 14.2% CAGR for the next 7-year period.

The U.S. Market is Estimated at $1.5 Billion, While China is Forecast to Grow at 16.7% CAGR
The Anomaly Detection market in the U.S. is estimated at US$1.5 Billion in the year 2020. China, the world`s second largest economy, is forecast to reach a projected market size of US$1.1 Billion by the year 2027 trailing a CAGR of 16.7% over the analysis period 2020 to 2027. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at 15% and 14.7% respectively over the 2020-2027 period. Within Europe, Germany is forecast to grow at approximately 15.9% CAGR.

SELECT PLAYERS

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.

SEGMENTS

» Component (Solutions, Services) » Technology (Big Data Analytics, Data Mining & Business Intelligence, Machine Learning & Artificial Intelligence) » End-Use (BFSI, IT & Telecom, Government & Defense, Manufacturing, Healthcare, Other End-Uses)

GEOGRAPHIES

» World » USA » Canada » Japan » China » Europe » France » Germany » Italy » UK » Rest of Europe » Asia-Pacific » Rest of World

TABLE OF CONTENTS

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
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: 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: 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: Global Anomaly Detection Market by Component (2021 & 2027): Percentage Breakdown of Revenues for Solutions, and Services
EXHIBIT: 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: 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: World Anomaly Detection Market by Region (2021 & 2027): Percentage Breakdown of Revenues for Developed and Developing Regions
EXHIBIT: 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: Digital Transformation by Industry: 2020
EXHIBIT: 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: Global Edge Computing Market in US$ Billion: 2020, 2024, and 2026
Convergence of AI and IoT to Bring in Efficiencies
EXHIBIT: Global Breakdown of Investments in Manufacturing IoT (in US$ Billion) for the Years 2016, 2018, 2020 and 2025
EXHIBIT: 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: Top Technology Investments in BFSI Sector: 2021
EXHIBIT: 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: Global Investments on Industry 4.0 Technologies (in US$ Billion) for the Years 2017, 2020, & 2023
EXHIBIT: 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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
UNITED STATES
Anomaly Detection Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2022 (E)
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
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
USA 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
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
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
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
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
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
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)
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
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
Canada 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
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
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
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
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
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
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)
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
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
Japan 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
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
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
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
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
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
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
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
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
China 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
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
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
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
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
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
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)
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
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
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
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
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
Europe 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
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
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
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
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
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
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
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
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
France 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
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
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
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
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
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
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
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
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
Germany 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
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
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
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
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
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
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
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
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
Italy 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
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
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
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
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
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
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
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
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
UK 12-Year Perspective for Anomaly Detection by Component - Percentage Breakdown of Value Revenues for Solutions and Services for the Years 2015, 2021 & 2027
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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)
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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

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