Federated Learning Market Share, Size, Trends, Industry Analysis Report, 2022 - 2030

Federated Learning Market Share, Size, Trends, Industry Analysis Report, By Application (Industrial Internet of Things, Drug Discovery, Risk Management, Augmented and Virtual Reality, Data Privacy Management, Others); By Industry Vertical; By Region; Segment Forecast, 2022 - 2030

Published Date:Sep-2022
Pages: 112
Format: PDF
Report ID: PM2548
Base Year: 2021
Historical Data: 2018-2020

Report Outlook

The global federated learning market was valued at USD 110.82 million in 2021 and is expected to grow at a CAGR 10.7% during the forecast period. It is a decentralized method of ML. In ML the data is trained that is accumulated from various edge gadgets such as smart phones, tablets, laptops, and so on, and is further grouped into a centralized server, and the algorithms read the data on its own and generates the data on itself.

Federated Learning Market Size
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However, this technique guides an algorithm through various decentralized edge servers carrying local data, without substituting it. Moreover, this technique is the junction of blockchain, artificial intelligence, and cloud computing, and Internet of Things (IoT).

One of the important parameters of the market is that the approaches ensure data privacy, as local data is not uploaded on any external server. Therefore, there are less or no chances of data hacking. The algorithm of this technique is used across various application such as transportation, smart manufacturing, digital health, and others.

In the transportation sector, the market is run on self-driving cars, wherein it helps in providing a solution for reducing data transfer volume and quickening learning methods. Likewise, for smart manufacturing, this method is used for Industry 4.0. AI services designed by leading players offer a convenient solution for several purposes and workflows.

AI services simply address general use cases, for instance, improving safety and security, increasing customer engagement, and personalizing recommendations. AI-infused instant messaging apps, chatbots, and relevant smart tools can be used by service providers to provide tailored customer experiences. Innovative AI services allow airlines to quickly design, deliver, and reiterate state-of-the-art solutions & services.

The various benefits associated with ML, such as elimination of unnecessary costs and complex defect identification, make ML a powerful tool and enhance the adoption rate among various fields such as natural language processing, social network filtering, bioinformatics, speech recognition, computer vision, weather prediction, handwriting recognition, oil-exploration data analysis, facial recognition, audio recognition, and others. Increase in areas of application for ML solutions is expected to create lucrative opportunities for market growth. In addition, technological advancement in data analytics is expected to cause robust adoption of the market, which would create demand among several enterprises.

The COVID-19 pandemic had a positive impact on the global federated learning market and its opportunities. AI and ML technologies predicted and analyzed the threats across the nation for COVID-10 outspread. Moreover, artificial intelligence has a vital role in the future prediction of COVID-19 across the globe with the help of real-time data.

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Industry Dynamics

Growth Drivers
The market demand for the global federated learning is primarily driven by the increased need to improve learning between devices and organizations. Moreover, rising need to allow predictive methods without hacking any personal information is likely to boost the federated learning industry during the forecast period.

Furthermore, greater concerns associated with data privacy and security has boosted the adoption of federated learning. Technologies such as artificial intelligence and ML have revolutionized the automotive industry. The human interaction in driving a vehicle has minimized as compared to the last decade.

Car keys are estimated to become obsolete, and vehicles are expected to be controlled by mobile phones. In the current scenario, a mobile phone is utilized to book taxis, track down vehicles, open or start cars, which enhances the user experience due to requirement of minimal efforts and convenience. Greater development of autonomous vehicles in the coming years is expected to increase the adoption of federated learning.

Report Segmentation

The market is primarily segmented based on application, industry vertical, and region.

By Application	By Industry Vertical	By Region
Industrial Internet of Things Drug Discovery Risk Management Augmented and Virtual Reality Data Privacy Management Others	Retail Automotive IT & Telecommunication Healthcare BFSI Manufacturing Others	North America (U.S., Canada) Europe (France, Germany, UK, Italy, Netherlands, Spain, Russia) Asia Pacific (Japan, China, India, Malaysia, Indonesia. South Korea) Latin America (Brazil, Mexico, Argentina) Middle East & Africa (Saudi Arabia, UAE, Israel, South Africa)

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Industrial Internet of Things to account for a significant share in 2030

By application, the federated learning market is segmented into industrial internet of things, drug discovery, risk management, augmented and virtual reality, data privacy management, and others. The market for industrial internet of things is expected to hold a significant share in 2030 owing to the rising technological advancements in the developing economies, and adoption of big data analytics.

Advantages offered by industrial internet of things such as greater productivity, decreased costs, and implementation of new business models supports the growth of federated learning in this segment. In addition, increase use of federated learning in the healthcare sector is further expected to offer growth opportunities during the forecast period.

Automotive segment is expected to be the fastest growing segment during the forecast period

By industry vertical, the federated learning market is segmented into retail, automotive, IT & telecommunication, healthcare, BFSI, manufacturing, and others. Among this automotive is expected to be the fastest growing segment during the forecast period.

Rising economy and increasing population in developing countries are the factors causing an increase in the usage of automobiles. Moreover, rise in adoption for artificial intelligence (AI) enabled federated education technique and increase in the level of vehicle automation drives the growth of the segment. Furthermore, self-driving vehicles save cost, lower fuel emissions, and minimize the chances of road accidents, which are expected to enhance the potential market.

Moreover, federated learning in manufacturing segment is also garnering market share. Developments in AI technology are expected to support aerospace organizations in improving their engineering processes. After merging with AI, generative design programming can allow product designers to assess numerous design options in a short span of time.

Exploiting this innovation, designers can produce new products that are economical and lightweight. Artificial intelligence-powered design coupled with 3D printing technology can be applied to manufacture several aircraft parts, such as turbines and wings. Hence, application of federated education can restructure design and manufacturing systems.

Europe region will lead the global federated learning market by 2030

The European region is expected to account for larger share in the federated learning market. This is due to the scarcity of workforce and speedily emerging biomedical and healthcare industries in the European region. Further, healthcare sector will boost in the Europe owing to the increasing population and lack of proper healthcare workers, leading to greater adoption of technologies such as artificial intelligence.

Likewise, there is an increasing demand for federated learning in drug discovery, since the field is vast, and sorting of data is extremely tedious. Federated learning is used to decentralize this data.

Competitive Insight

Some major players operating in the global market include Apheris AI GmbH, Acuratio, Consilient, Cloudera Inc., DataFleets, Decentralized Machine Learning, Edge Delta, Enveil, FedML, Google Inc., IBM Corporation, Intel Corporation, Lifebit, NVIDIA Corporation, Secure AI Labs, and Sherpa.AI.

The leading players in the market are investing in geographic expansion and strengthening market presence through partnerships and collaborations. Development of new and technologically advanced solutions also assist these companies in enhancing product offerings in the market.

Recent Developments

In June 2022, Intel Corporation entered into a collaboration with Aster Innovation and Research Centre and CARPL for providing a secure federated education platform. This mutual collaboration will help in boosting innovation in industries such as diagnosis, genomics, drug discovery, and predictive healthcare.

In November 2021, NVIDIA Corporation announced introduction of federated learning technique by open sourcing a product, which is a software development kit, NVDIA Flare. This was undertaken for companies to develop artificial intelligence model.

In April 2021, IBM Corporation underwent product development on the Watson AI technology, to offer new federated education capabilities for applying ML techniques and offering greater level of data privacy and regulatory compliance.

Federated Learning Market Report Scope

Report Attributes	Details
Market size value in 2021	USD 110.82 million
Revenue forecast in 2030	USD 266.77 million
CAGR	10.7% from 2022 - 2030
Base year	2021
Historical data	2018 - 2020
Forecast period	2022 - 2030
Quantitative units	Revenue in USD million and CAGR from 2022 to 2030
Segments covered	By Application, By Industry Vertical, By Region
Regional scope	North America, Europe, Asia Pacific, Latin America; Middle East & Africa
Key companies	Apheris AI GmbH, Acuratio, Consilient, Cloudera Inc., DataFleets, Decentralized Machine Learning, Edge Delta, Enveil, FedML, Google Inc., IBM Corporation, Intel Corporation, Lifebit, NVIDIA Corporation, Secure AI Labs, and Sherpa.AI.

Introduction
1. Report Description
  1. Objectives of the Study
  2. Market Scope
  3. Assumptions
2. Stakeholders
Executive Summary
1. Market Highlights
Research Methodology
1. Overview
  1. Data Mining
2. Data Sources
  1. Primary Sources
  2. Secondary Sources
Global Federated Learning Market Insights
1. Federated Learning Market – Industry Snapshot
2. Federated Learning Market Dynamics
  1. Drivers and Opportunities
    1. Ability to ensure better data privacy and security by training algorithms on decentralized devices
    2. Growing adoption of federated learning in various applications for data privacy
  2. Restraints and Challenges
    1. Lack of skilled technical expertise
3. Porter’s Five Forces Analysis
  1. Bargaining Power of Suppliers (Moderate)
  2. Threats of New Entrants: (Low)
  3. Bargaining Power of Buyers (Moderate)
  4. Threat of Substitute (Moderate)
  5. Rivalry among existing firms (High)
4. PESTLE Analysis
5. Federated Learning Industry trends
6. Value Chain Analysis
7. COVID-19 Impact Analysis
Global Federated Learning Market, by Application
1. Key Findings
2. Introduction
  1. Global Federated Learning, by Application, 2018 - 2030 (USD Million)
3. Industrial Internet of Things
  1. Global Federated Learning Market, by Industrial Internet of Things, by Region, 2018 - 2030 (USD Million)
4. Drug Discovery
  1. Global Federated Learning Market, by Drug Discovery, by Region, 2018 - 2030 (USD Million)
5. Risk Management
  1. Global Federated Learning Market, by Risk Management, by Region, 2018 - 2030 (USD Million)
6. Augmented and Virtual Reality
  1. Global Federated Learning Market, by Augmented and Virtual Reality, by Region, 2018 - 2030 (USD Million)
7. Data Privacy Management
  1. Global Federated Learning Market, by Data Privacy Management, by Region, 2018 - 2030 (USD Million)
8. Others
  1. Global Federated Learning Market, by Others, by Region, 2018 - 2030 (USD Million)
Global Federated Learning Market, by Industry Vertical
1. Key Findings
2. Introduction
  1. Global Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
3. Retail
  1. Global Federated Learning Market, by Retail, by Region, 2018 - 2030 (USD Million)
4. Automotive
  1. Global Federated Learning Market, by Automotive, by Region, 2018 - 2030 (USD Million)
5. IT & Telecommunication
  1. Global Federated Learning Market, by IT & Telecommunication, by Region, 2018 - 2030 (USD Million)
6. Healthcare
  1. Global Federated Learning Market, by Healthcare, by Region, 2018 - 2030 (USD Million)
7. BFSI
  1. Global Federated Learning Market, by BFSI, by Region, 2018 - 2030 (USD Million)
8. Manufacturing
  1. Global Federated Learning Market, by Manufacturing, by Region, 2018 - 2030 (USD Million)
9. Ambulatory Surgery Centers
  1. Global Federated Learning Market, by Ambulatory Surgery Centers, by Region, 2018 - 2030 (USD Million)
Global Federated Learning Market, by Geography
1. Key findings
2. Introduction
  1. Federated Learning Market Assessment, By Geography, 2018 - 2030 (USD Million)
3. Federated Learning Market – North America
  1. North America: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
  2. North America: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  3. Federated Learning Market – U.S.
    1. U.S.: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. U.S.: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  4. Federated Learning Market – Canada
    1. Canada: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. Canada: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
4. Federated Learning Market – Europe
  1. Europe: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
  2. Europe: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  3. Federated Learning Market – UK
    1. UK: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. UK: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  4. Federated Learning Market – France
    1. France: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. France: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  5. Federated Learning Market – Germany
    1. Germany: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. Germany: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  6. Federated Learning Market – Italy
    1. Italy: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. Italy: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  7. Federated Learning Market – Spain
    1. Spain: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. Spain: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  8. Federated Learning Market – Netherlands
    1. Netherlands: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. Netherlands: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  9. Federated Learning Market – Russia
    1. Russia: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. Russia: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
5. Federated Learning Market – Asia Pacific
  1. Asia Pacific: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
  2. Asia Pacific: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  3. Federated Learning Market – China
    1. China: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. China: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  4. Federated Learning Market – India
    1. India: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. India: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  5. Federated Learning Market – Malaysia
    1. Malaysia: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. Malaysia: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  6. Federated Learning Market – Japan
    1. Japan: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. Japan: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  7. Federated Learning Market – Indonesia
    1. Indonesia: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. Indonesia: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  8. Federated Learning Market – South Korea
    1. South Korea: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. South Korea: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
6. Federated Learning Market – Middle East & Africa
  1. Middle East & Africa: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
  2. Middle East & Africa: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  3. Federated Learning Market – Saudi Arabia
    1. Saudi Arabia: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. Saudi Arabia: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  4. Federated Learning Market – UAE
    1. UAE: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. UAE: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  5. Federated Learning Market – Israel
    1. Israel: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. Israel: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  6. Federated Learning Market – South Africa
    1. South Africa: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. South Africa: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
7. Federated Learning Market – Latin America
  1. Latin America: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
  2. Latin America: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  3. Federated Learning Market – Mexico
    1. Mexico: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. Mexico: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  4. Federated Learning Market – Brazil
    1. Brazil: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. Brazil: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  5. Federated Learning Market – Argentina
    1. Argentina: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    2. Argentina: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Competitive Landscape
1. Expansion and Acquisition Analysis
  1. Expansion
  2. Acquisitions
2. Partnerships/Collaborations/Agreements/Exhibitions
Company Profiles
1. Apheris AI GmbH
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development
2. Acuratio
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development
3. Consilient
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development
4. Cloudera Inc
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development
5. DataFleets
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development
6. Decentralized Machine Learning
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development
7. Edge Delta
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development
8. Enveil
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development
9. FedML
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development
10. Google Inc
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development
11. IBM Corporation
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development
12. Intel Corporation
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development
13. Lifebit
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development
14. NVIDIA Corporation
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development
15. Secure AI Labs
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development
16. Sherpa.AI
  1. Company Overview
  2. Financial Performance
  3. Product Benchmarking
  4. Recent Development

List of Tables

Table 1 Global Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 2 Global Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 3 Federated Learning Market Assessment, By Geography, 2018 - 2030 (USD Million)
Table 4 North America: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 5 North America: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 6 U.S.: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 7 U.S.: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 8 Canada: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 9 Canada: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 10 Europe: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 11 Europe: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 12 UK: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 13 UK: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 14 France: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 15 France: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 16 Germany: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 17 Germany: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 18 Italy: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 19 Italy: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 20 Spain: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 21 Spain: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 22 Netherlands: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 23 Netherlands: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 24 Russia: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 25 Russia: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 26 Asia Pacific: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 27 Asia Pacific: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 28 China: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 29 China: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 30 India: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 31 India: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 32 Malaysia: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 33 Malaysia: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 34 Japan: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 35 Japan: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 36 Indonesia: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 37 Indonesia: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 38 South Korea: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 39 South Korea: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 40 Middle East & Africa: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 41 Middle East & Africa: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 42 Saudi Arabia: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 43 Saudi Arabia: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 44 UAE: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 45 UAE: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 46 Israel: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 47 Israel: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 48 South Africa: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 49 South Africa: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 50 Latin America: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 51 Latin America: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 52 Mexico: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 53 Mexico: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 54 Brazil: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 55 Brazil: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
Table 56 Argentina: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
Table 57 Argentina: Federated Learning Market, by Application, 2018 - 2030 (USD Million)

List of Figures

Figure 1 Global Federated Learning Market, 2018 - 2030 (USD Million)
Figure 2 Integrated Ecosystem
Figure 3 Research Methodology: Top-Down & Bottom-Up Approach
Figure 4 Market by Geography
Figure 5 Porter’s Five Forces
Figure 6 Market by Industry Vertical
Figure 7 Global Federated Learning Market, by Industry Vertical, 2021 & 2030 (USD Million)
Figure 8 Market by Application
Figure 9 Global Federated Learning Market, by Application, 2021 & 2030 (USD Million)
Figure 10 Federated Learning Market Assessment, By Geography, 2018 - 2030 (USD Million)
Figure 11 Strategic Analysis – Federated Learning Market

Report Scope

Federated Learning Market, Application Outlook (Revenue - USD Million, 2018 - 2030)

Industrial Internet of Things
Drug Discovery
Risk Management
Augmented and Virtual Reality
Data Privacy Management
Others

Federated Learning Market, Industry Vertical Outlook (Revenue - USD Million, 2018 - 2030)

Retail
Automotive
IT & Telecommunication
Healthcare
BFSI
Manufacturing
Others

Federated Learning Market, Regional Outlook (Revenue - USD Million, 2018 - 2030)

North America
- Application Outlook
  - Industrial Internet of Things
  - Drug Discovery
  - Risk Management
  - Augmented and Virtual Reality
  - Data Privacy Management
  - Others
- Industry Vertical Outlook
  - Retail
  - Automotive
  - IT & Telecommunication
  - Healthcare
  - BFSI
  - Manufacturing
  - Others
Europe
- Application Outlook
  - Industrial Internet of Things
  - Drug Discovery
  - Risk Management
  - Augmented and Virtual Reality
  - Data Privacy Management
  - Others
- Industry Vertical Outlook
  - Retail
  - Automotive
  - IT & Telecommunication
  - Healthcare
  - BFSI
  - Manufacturing
  - Others
Asia Pacific
- Application Outlook
  - Industrial Internet of Things
  - Drug Discovery
  - Risk Management
  - Augmented and Virtual Reality
  - Data Privacy Management
  - Others
- Industry Vertical Outlook
  - Retail
  - Automotive
  - IT & Telecommunication
  - Healthcare
  - BFSI
  - Manufacturing
  - Others
Latin America
- Application Outlook
  - Industrial Internet of Things
  - Drug Discovery
  - Risk Management
  - Augmented and Virtual Reality
  - Data Privacy Management
  - Others
- Industry Vertical Outlook
  - Retail
  - Automotive
  - IT & Telecommunication
  - Healthcare
  - BFSI
  - Manufacturing
  - Others
Middle East & Africa
- Application Outlook
  - Industrial Internet of Things
  - Drug Discovery
  - Risk Management
  - Augmented and Virtual Reality
  - Data Privacy Management
  - Others
- Industry Vertical Outlook
  - Retail
  - Automotive
  - IT & Telecommunication
  - Healthcare
  - BFSI
  - Manufacturing
  - Others

Qualitative Analysis

Industry overview
- Industry trends
- Market drivers and restraints
- Market size
- Growth prospects
- Porter’s analysis
- PESTEL Analysis
- Value Chain Analysis
- Key market opportunities prioritized
Competitive landscape
- Overview
- Financials
- Product benchmarking
- Latest strategic developments
- Price Trend Analysis

Quantitative Analysis

Market size, estimates, and forecasts from 2018 - 2030
Market revenue estimates for application up to 2030
Market revenue estimates for industry vertical up to 2030
Regional market size and forecast up to 2030
Company financials

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Federated Learning Market Share, Size, Trends, Industry Analysis Report, By Application (Industrial Internet of Things, Drug Discovery, Risk Management, Augmented and Virtual Reality, Data Privacy Management, Others); By Industry Vertical; By Region; Segment Forecast, 2022 - 2030

Report Outlook

Industry Dynamics

Report Segmentation

Industrial Internet of Things to account for a significant share in 2030

Automotive segment is expected to be the fastest growing segment during the forecast period

Europe region will lead the global federated learning market by 2030

Competitive Insight

Recent Developments

Federated Learning Market Report Scope

Table of Contents

Table of Contents

List of Tables

List of Figures

Report Scope

Report Scope

Qualitative Analysis

Quantitative Analysis

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Federated Learning Market Share, Size, Trends, Industry Analysis Report, 2022 - 2030

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Federated Learning Market Share, Size, Trends, Industry Analysis Report, By Application (Industrial Internet of Things, Drug Discovery, Risk Management, Augmented and Virtual Reality, Data Privacy Management, Others); By Industry Vertical; By Region; Segment Forecast, 2022 - 2030

Report Outlook

Industry Dynamics

Report Segmentation

Industrial Internet of Things to account for a significant share in 2030

Automotive segment is expected to be the fastest growing segment during the forecast period

Europe region will lead the global federated learning market by 2030

Competitive Insight

Recent Developments

Federated Learning Market Report Scope

Table of Contents

Table of Contents

List of Tables

List of Figures

Report Scope

Report Scope

Qualitative Analysis

Quantitative Analysis

Request Free Sample