Global Federated Learning Market - Global Industry Analysis, Size, Share, Growth, Trends, And Forecast, 2022-2029
This report gives an insight into the global Federated Learning market and predicts the future growth prospects and the trends that may be exhibits in the market during the period of 2022-2029. The future growth has been calculated by taking into account the present growth rate and the overall market size. We have also discussed the alternatives that pose a threat to the growth of the market. In, this report we have categorized global Federated Learning market into segments that are: By Application (Drug Discovery, Risk Management, Online Visual Object Detection, Data Privacy & Security Management Industrial Internet of Things, Augmented Reality/Virtual Reality, Shopping Experience Personalization, Others); By Vertical (Healthcare & Life Sciences, BFSI, IT & Telecommunication, Energy & Utilities, Manufacturing, Automotive & Transportation, Retail & Ecommerce, Others); By Region (North America, Asia Pacific, Europe, Latin America, Middle East and Africa)
We have also illustrated the vendor landscape and conducted a detailed analysis of the top five global vendors of the global Federated Learning market. The report also presents an analysis of the drivers that enable the growth of the market, the key challenges faced by the vendors and the market as a whole, and the upcoming trends that can have an impact on the market.
Market IntelliX has collected key data related to the global Federated Learning market and analyzed these data using a variety of methods. The market dynamics have been ascertained following a detailed study of the micro, meso and microeconomic indicators in the market. The report is based on in-depth qualitative and quantitative analyses of the global Federated Learning market. The qualitative analysis involved the application of various projection and sampling techniques. The qualitative analysis involved primary interviews, surveys and vendor briefings. The data gathered as a result of these processes were validated through experts’ opinions.
Global Federated Learning Market Would Cross USD 222.12 Mn By 2029
Global Federated Learning market report provides comprehensive qualitative and quantitative insights on the industry potential, key factors impacting sales and purchase decisions, hotspots, and opportunities available for Federated Learning solution providers across the Globe. This report on the global Federated Learning market studies the past as well as the current growth trends and opportunities to gain valuable insights of the indicators of the market during the forecast period from 2022 to 2029. The report provides revenue of the global Federated Learning for the period 2019-2029, considering 2021 as the base year and 2022-29 as the forecast year. The report also provides the compound annual growth rate (CAGR 10.9 %) of the global Federated Learning from 2022 to 2029.
Segmental Analysis of Global Federated Learning Market Study
The global Federated Learning market study is segmented based on the various parameters by identifying their business activities, geographical presence, key application areas, end-users, etc., The report covers the market share analysis of all the segments from year 2022-2029. From a strategic point of view, the market outlook covers several frameworks including SWOT Analysis, Value Chain Analysis, and Porter’s Five Forces Analysis while also offering an evaluation of the Product/Market Lifecycle.
Geographical Coverage of the Global Federated Learning Market Study
For a better understanding of the global Federated Learning the market is segmented into geographies such as the North America (U.S, Canada), Europe (U.K, France, Germany, Russia, Italy, Rest of Europe), Asia Pacific (China, Japan, India, Australia, South-Korea, Rest of APAC), Latin America (Brazil, Mexico, Rest of Latin America), Middle East and Africa (Saudi Arabia, The U.A.E, South Africa, Rest of MEA). The country level analysis in each region is also provided in a very exhaustive manner.
Company Analysis on the Global Federated Learning Market Study
In the report, the degree of competition among prominent global companies has been elaborated by analyzing several leading key players operating worldwide. The specialist team of research analysis sheds light on various traits such as global market competition, market share, most recent industry advancements, innovative product launches, partnerships, mergers and acquisition by leading companies in the market. The major players have been analyzed by using research methodologies for getting insight on global competition.Competitive Insight Some of the major players operating in the global market include
• NVIDIA Corporation
• IBM
• Microsoft
• Intel
• Google LLC
• Cloudera
• Edge Delta
• DataFleets
• Enveil
• Secure AI Labs
Table of Content:
1. Introduction
1.1. Research Objective
1.2. Research Methodology
1.3. Research Process
1.4. Respondent Profile
2. Executive Summary
3. Global Federated Learning Market Outlook, 2019-2029F
3.1. Market Size & Analysis
3.2. Market Share & Analysis
3.2.1. By Application
3.2.1.1. Drug Discovery
3.2.1.2. Risk Management
3.2.1.3. Online Visual Object Detection
3.2.1.4. Data Privacy & Security Management
3.2.1.5. Industrial Internet of Things
3.2.1.6. Augmented Reality/Virtual Reality
3.2.1.7. Shopping Experience Personalization
3.2.1.8. Others
3.2.2. By Vertical
3.2.2.1. Healthcare & Life Sciences
3.2.2.2. BFSI
3.2.2.3. IT & Telecommunication
3.2.2.4. Energy & Utilities
3.2.2.5. Manufacturing,
3.2.2.6. Automotive & Transportation
3.2.2.7. Retail & Ecommerce
3.2.2.8. Others
3.2.3. By Region
3.2.3.1. Asia-Pacific
3.2.3.2. Europe
3.2.3.3. North America
3.2.3.4. Middle East & Africa
3.2.3.5. Latin America
4. Asia-Pacific Federated Learning Market Outlook, 2019-2029F
4.1. Market Size & Analysis
4.2. Market Share & Analysis
4.2.1. By Application
4.2.2. By Vertical
4.2.3. By Country
4.2.3.1. China
4.2.3.2. India
4.2.3.3. Japan
4.2.3.4. South Korea
4.2.3.5. Australia
4.2.3.6. Rest of Asia-Pacific
5. Europe Federated Learning Market Outlook, 2019-2029F
5.1. Market Size & Analysis
5.2. Market Share & Analysis
5.2.1. By Application
5.2.2. By Vertical
5.2.3. By Country
5.2.3.1. United Kingdom
5.2.3.2. Germany
5.2.3.3. France
5.2.3.4. Italy
5.2.3.5. Russia
5.2.3.6. Rest of Europe
6. North America Federated Learning Market Outlook, 2019-2029F
6.1. Market Size & Analysis
6.2. Market Share & Analysis
6.2.1. By Application
6.2.2. By Vertical
6.2.3. By Country
6.2.3.1. United States
6.2.3.2. Canada
7. Latin America Federated Learning Market Outlook, 2019-2029F
7.1. Market Size & Analysis
7.2. Market Share & Analysis
7.2.1. By Application
7.2.2. By Vertical
7.2.3. By Country
7.2.3.1. Brazil
7.2.3.2. Mexico
7.2.3.3. Rest of Latin America
8. Middle East & Africa Federated Learning Market Outlook, 2019-2029F
8.1. Market Size & Analysis
8.2. Market Share & Analysis
8.2.1. By Application
8.2.2. By Vertical
8.2.3. By Country
8.2.3.1. Saudi Arabia
8.2.3.2. UAE
8.2.3.3. South Africa
8.2.3.4. Rest of Middle East and Africa
9. Global Federated Learning Market Dynamics
9.1. Growth Drivers
9.2. Challenges
9.3. Impact Analysis
10. Global Federated Learning Market Opportunities
11. Global Federated Learning Value Chain Analysis
12. Global Federated Learning Market Policies and Regulations
13. Global Federated Learning Market Trends & Insights
14. Global Federated Learning Market Porter's Five Forces Analysis
15. Global Federated Learning Market-Entropy
15.1. New Product Launches
15.2. M&A, Collaborations, JVs, and Partnerships
16. Global Federated Learning Market Company Analysis
16.1. NVIDIA Corporation
16.2. IBM
16.3. Microsoft
16.4. Intel
16.5. Google LLC
16.6. Cloudera
16.7. Edge Delta
16.8. DataFleets
16.9. Enveil
16.10. Secure AI Labs
17. About Us & Contact Details
Methodology/Research Approach
This research study involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.Research Programs/Design
| Historical Data (2015-2019) |
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| Influencing Factors |
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| Market Forecast (2021-2026) |
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Market Size Estimation
Top-down and bottom-up approaches are used to validate the global Voluntary Carbon Offset market size market and estimate the market size for Company, regions segments, product segments and Application (end users).
The market estimations in this report are based on the marketed sale price of Voluntary Carbon Offset (excluding any discounts provided by the player, distributor, wholesaler or traders). The percentage splits, market share, and breakdowns of the product segments are derived on the basis of weights assigned to each of the segments on the basis of their utilization rate and average sale price. The regional splits of the overall Voluntary Carbon Offset market and its sub-segments are based on the percentage adoption or utilization of the given product in the respective region or country.
Major Company in the market is identified through secondary research and their market revenues determined through primary and secondary research. Secondary research included the research of the annual and financial reports of the top Company; whereas, primary research included extensive interviews of key opinion leaders and industry experts such as experienced front-line staff, directors, CEOs and marketing executives. The percentage splits, market share, Growth Rate and breakdowns of the product markets are determined through using secondary sources and verified through the primary sources.
All possible factors that influence the markets included in this research study have been accounted for, viewed in extensive detail, verified through primary research, and analyzed to get the final quantitative and qualitative data. The market size for top-level markets and sub-segments is normalized, and the effect of inflation, economic downturns, and regulatory & policy changes or other factors are not accounted for in the market forecast. This data is combined and added with detailed inputs and analysis from Market Intellix and presented in this report
The following figure shows an illustrative representation of the overall market size estimation process used for this study.
Market Breakdown and Data Triangulation
After complete market engineering with calculations for market statistics; market size estimations; market forecasting; market breakdown; and data triangulation, extensive primary research was conducted to gather information and verify and validate the critical numbers arrived at. In the complete market engineering process, both top-down and bottom-up approaches were extensively used, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Extensive qualitative and further quantitative analysis is also done from all the numbers arrived at in the complete market engineering process to list key information throughout the report.
Data Source
Secondary Sources
Secondary sources include such as press releases, annual reports, non-profit organizations, industry associations, governmental agencies and customs data, etc. This research study involves the usage of widespread secondary sources, directories, databases such as Bloomberg Business, Wind Info, Hoovers, Factiva (Dow Jones & Company), and TRADING ECONOMICS, and News Network, statista, Federal Reserve Economic Data, annual reports, BIS Statistics, ICIS; company house documents; CAS(American Chemical Society); investor presentations; and SEC filings of companies. Secondary research was used to identify and collect information useful for the extensive, technical, market-oriented, and Hospitals study of the Voluntary Carbon Offset market. It was also used to obtain important information about the top companies, market classification and segmentation according to industry trends to the bottom-most level, and key developments related to market and technology perspectives.
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Primary Sources
In the primary research process, various sources from both the supply and demand sides were interviewed to obtain qualitative and quantitative information for this report. The primary sources from the supply side include product Company (and their competitors), opinion leaders, industry experts, research institutions, distributors, dealer and traders, as well as the raw materials suppliers and producers, etc.
The primary sources from the demand side include industry experts such as business leaders, marketing and sales directors, technology and innovation directors, supply chain executive, end use (product buyers), and related key executives from various key companies and organizations operating in the global market.
Primary research was conducted to identify segmentation Type, product price range, product Application, key Company, raw materials supply and the downstream demand, industry status and outlook, and key market dynamics such as risks, influence factors, opportunities, market barriers, industry trends, and key player strategies.
Key Executives Interviewed
Key Data Information from Primary Sources
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