The Latin America, Middle East and Africa Federated Learning Market would witness market growth of 14.5% CAGR during the forecast period (2022-2028).
In the marketing and finance industries, where raw data cannot be gathered ruthlessly for training models due to intellectual property, data privacy, and data security issues, federated learning has future potential as a modeling method that can protect data security. As a result, it is predicted that a federated model can be trained without exchanging data, which could be accomplished through federated learning. These factors would accelerate the growth of the federated learning market in the coming years.
All industries, including healthcare, have the potential to be transformed by machine learning. It can do so by leveraging its ability to develop medical insights to expedite medical research from cancer biomarker detection to patient screening as well as genetic prediction through imaging. These applications not only assist researchers to make better discoveries, but they also help the healthcare business deal with time and financial constraints. The current conventional strategy of combining data from many sources must be balanced against serious concerns about patient privacy and data security. Privacy rules apply to software that manages personal data. Personal data must be protected at all times in healthcare systems, and existing standard techniques, such as anonymization, may even necessitate the removal of data that could be vital for medical breakthroughs.
The UAE is a competitive market for the Information Communication Technology industry since it is a major hub for international trade and business within Mena countries. The Abu Dhabi Economic Vision 2030 and the UAE Vision 2021 government programs set out to construct a competitive skilled workforce and establish an open, effective, efficient, and internationally integrated business environment in order to reduce reliance on oil revenue and expand the private sector. The UAE government is implementing a number of efforts to help the knowledge economy grow. Smart services, machine-to-machine, and industrial internet connections are examples of Internet of Things prospects. Smart cities and telehealth have been used in the public sector, and enterprise applications encompass asset tracking, smart metering, and production optimization. The UAE, particularly Dubai, has emerged as a prominent global site for the implementation of IoT solutions to improve public infrastructure, with the goal of becoming a prominent smart country.
The Brazil market dominated the LAMEA Federated Learning Market by Country in 2021, and would continue to be a dominant market till 2028; thereby, achieving a market value of $3,220 Thousands by 2028. The Argentina market is anticipated a CAGR of 15.2% during (2022 - 2028). Additionally, The UAE market would display a CAGR of 14.2% during (2022 - 2028).
Based on Application, the market is segmented into Drug Discovery, Risk Management, Online Visual Object Detection, Data Privacy & Security Management, Industrial Internet of Things, Augmented Reality/Virtual Reality, Shopping Experience Personalization, and Others. Based on Vertical, the market is segmented into Healthcare & Life Sciences, BFSI, IT & Telecommunication, Energy & Utilities, Manufacturing, Automotive & Transportation, Retail & Ecommerce, and Others. Based on countries, the market is segmented into Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria, and Rest of LAMEA.
Free Valuable Insights: The Global Federated Learning Market is Predict to reach $198.7 Million by 2028, at a CAGR of 11.1%
The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include IBM Corporation, Microsoft Corporation, Intel Corporation, Google LLC, Cloudera, Inc., NVIDIA Corporation, Edge Delta, Inc., DataFleets Ltd. (LiveRamp Holdings, Inc.), Enveil, and Secure AI Labs, Inc.
Scope of the Study
Market Segments Covered in the Report:
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 Country
- Brazil
- Argentina
- UAE
- Saudi Arabia
- South Africa
- Nigeria
- Rest of LAMEA
Key Market Players
List of Companies Profiled in the Report:
- IBM Corporation
- Microsoft Corporation
- Intel Corporation
- Google LLC
- Cloudera, Inc.
- NVIDIA Corporation
- Edge Delta, Inc.
- DataFleets Ltd. (LiveRamp Holdings, Inc.)
- Enveil
- Secure AI Labs, Inc.
Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 LAMEA Federated Learning Market, by Application
1.4.2 LAMEA Federated Learning Market, by Vertical
1.4.3 LAMEA Federated Learning Market, by Country
1.5 Methodology for the research
Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.1.1 Market Composition and Scenario
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints
Chapter 3. Competition Analysis - Global
3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
3.2.1 Partnerships, Collaborations and Agreements
3.2.2 Product Launches and Product Expansions
3.2.3 Acquisition and Mergers
3.3 Top Winning Strategies
3.3.1 Key Leading Strategies: Percentage Distribution (2018-2022)
3.3.2 Key Strategic Move: (Product Launches and Product Expansions : 2018, Dec – 2021, Dec) Leading Players
Chapter 4. LAMEA Federated Learning Market by Application
4.1 LAMEA Drug Discovery Market by Country
4.2 LAMEA Risk Management Market by Country
4.3 LAMEA Online Visual Object Detection Market by Country
4.4 LAMEA Data Privacy & Security Management Market by Country
4.5 LAMEA Industrial Internet of Things Market by Country
4.6 LAMEA Augmented Reality/Virtual Reality Market by Country
4.7 LAMEA Shopping Experience Personalization Market by Country
4.8 LAMEA Other Application Market by Country
Chapter 5. LAMEA Federated Learning Market by Vertical
5.1 LAMEA Healthcare & Life Sciences Market by Country
5.2 LAMEA BFSI Market by Country
5.3 LAMEA IT & Telecommunication Market by Country
5.4 LAMEA Energy & Utilities Market by Country
5.5 LAMEA Manufacturing Market by Country
5.6 LAMEA Automotive & Transportation Market by Country
5.7 LAMEA Retail & Ecommerce Market by Country
5.8 LAMEA Others Market by Country
Chapter 6. LAMEA Federated Learning Market by Country
6.1 Brazil Federated Learning Market
6.1.1 Brazil Federated Learning Market by Application
6.1.2 Brazil Federated Learning Market by Vertical
6.2 Argentina Federated Learning Market
6.2.1 Argentina Federated Learning Market by Application
6.2.2 Argentina Federated Learning Market by Vertical
6.3 UAE Federated Learning Market
6.3.1 UAE Federated Learning Market by Application
6.3.2 UAE Federated Learning Market by Vertical
6.4 Saudi Arabia Federated Learning Market
6.4.1 Saudi Arabia Federated Learning Market by Application
6.4.2 Saudi Arabia Federated Learning Market by Vertical
6.5 South Africa Federated Learning Market
6.5.1 South Africa Federated Learning Market by Application
6.5.2 South Africa Federated Learning Market by Vertical
6.6 Nigeria Federated Learning Market
6.6.1 Nigeria Federated Learning Market by Application
6.6.2 Nigeria Federated Learning Market by Vertical
6.7 Rest of LAMEA Federated Learning Market
6.7.1 Rest of LAMEA Federated Learning Market by Application
6.7.2 Rest of LAMEA Federated Learning Market by Vertical
Chapter 7. Company Profiles
7.1 IBM Corporation
7.1.1 Company Overview
7.1.2 Financial Analysis
7.1.3 Regional & Segmental Analysis
7.1.4 Research & Development Expenses
7.1.5 Recent Strategies and Developments
7.1.5.1 Product Launches and Product Expansions:
7.2 Microsoft Corporation
7.2.1 Company Overview
7.2.2 Financial Analysis
7.2.3 Segmental and Regional Analysis
7.2.4 Research & Development Expenses
7.2.5 Recent Strategies and Developments
7.2.5.1 Product Launches and Product Expansions:
7.2.5.2 Acquisitions and Mergers:
7.3 Intel Corporation
7.3.1 Company Overview
7.3.2 Financial Analysis
7.3.3 Segmental and Regional Analysis
7.3.4 Research & Development Expenses
7.3.5 Recent strategies and developments:
7.3.5.1 Partnerships, Collaborations and Agreement:
7.4 Google LLC
7.4.1 Company Overview
7.4.2 Financial Analysis
7.4.3 Segmental and Regional Analysis
7.4.4 Research & Development Expense
7.4.5 Recent Strategies and Developments
7.4.5.1 Product Launches and Product Expansions:
7.5.5 Recent strategies and developments:
7.5.5.1 Partnerships, Collaborations and Agreements:
7.6 NVIDIA Corporation
7.6.1 Company Overview
7.6.2 Financial Analysis
7.6.3 Segmental and Regional Analysis
7.6.4 Research & Development Expense
7.6.5 Recent strategies and developments:
7.6.5.1 Partnerships, Collaborations and Agreements:
7.6.6 SWOT Analysis
7.7 Edge Delta, Inc.
7.7.1 Company Overview
7.7.2 Recent strategies and developments:
7.7.2.1 Product Launches and Product Expansions:
7.8 DataFleets Ltd. (LiveRamp Holdings, Inc.)
7.8.1 Company Overview
7.9 Enveil
7.9.1 Company Overview
7.9.2 Recent strategies and developments:
7.9.2.1 Product Launches and Product Expansions:
7.10. Secure AI Labs, Inc.
7.10.1 Company Overview
TABLE 1 LAMEA Federated Learning Market, 2018 - 2021, USD Thousands
TABLE 2 LAMEA Federated Learning Market, 2022 - 2028, USD Thousands
TABLE 3 Partnerships, Collaborations and Agreements– Federated Learning Market
TABLE 4 Product Launches And Product Expansions– Federated Learning Market
TABLE 5 Acquisition and Mergers– Federated Learning Market
TABLE 6 LAMEA Federated Learning Market by Application, 2018 - 2021, USD Thousands
TABLE 7 LAMEA Federated Learning Market by Application, 2022 - 2028, USD Thousands
TABLE 8 LAMEA Drug Discovery Market by Country, 2018 - 2021, USD Thousands
TABLE 9 LAMEA Drug Discovery Market by Country, 2022 - 2028, USD Thousands
TABLE 10 LAMEA Risk Management Market by Country, 2018 - 2021, USD Thousands
TABLE 11 LAMEA Risk Management Market by Country, 2022 - 2028, USD Thousands
TABLE 12 LAMEA Online Visual Object Detection Market by Country, 2018 - 2021, USD Thousands
TABLE 13 LAMEA Online Visual Object Detection Market by Country, 2022 - 2028, USD Thousands
TABLE 14 LAMEA Data Privacy & Security Management Market by Country, 2018 - 2021, USD Thousands
TABLE 15 LAMEA Data Privacy & Security Management Market by Country, 2022 - 2028, USD Thousands
TABLE 16 LAMEA Industrial Internet of Things Market by Country, 2018 - 2021, USD Thousands
TABLE 17 LAMEA Industrial Internet of Things Market by Country, 2022 - 2028, USD Thousands
TABLE 18 LAMEA Augmented Reality/Virtual Reality Market by Country, 2018 - 2021, USD Thousands
TABLE 19 LAMEA Augmented Reality/Virtual Reality Market by Country, 2022 - 2028, USD Thousands
TABLE 20 LAMEA Shopping Experience Personalization Market by Country, 2018 - 2021, USD Thousands
TABLE 21 LAMEA Shopping Experience Personalization Market by Country, 2022 - 2028, USD Thousands
TABLE 22 LAMEA Other Application Market by Country, 2018 - 2021, USD Thousands
TABLE 23 LAMEA Other Application Market by Country, 2022 - 2028, USD Thousands
TABLE 24 LAMEA Federated Learning Market by Vertical, 2018 - 2021, USD Thousands
TABLE 25 LAMEA Federated Learning Market by Vertical, 2022 - 2028, USD Thousands
TABLE 26 LAMEA Healthcare & Life Sciences Market by Country, 2018 - 2021, USD Thousands
TABLE 27 LAMEA Healthcare & Life Sciences Market by Country, 2022 - 2028, USD Thousands
TABLE 28 LAMEA BFSI Market by Country, 2018 - 2021, USD Thousands
TABLE 29 LAMEA BFSI Market by Country, 2022 - 2028, USD Thousands
TABLE 30 LAMEA IT & Telecommunication Market by Country, 2018 - 2021, USD Thousands
TABLE 31 LAMEA IT & Telecommunication Market by Country, 2022 - 2028, USD Thousands
TABLE 32 LAMEA Energy & Utilities Market by Country, 2018 - 2021, USD Thousands
TABLE 33 LAMEA Energy & Utilities Market by Country, 2022 - 2028, USD Thousands
TABLE 34 LAMEA Manufacturing Market by Country, 2018 - 2021, USD Thousands
TABLE 35 LAMEA Manufacturing Market by Country, 2022 - 2028, USD Thousands
TABLE 36 LAMEA Automotive & Transportation Market by Country, 2018 - 2021, USD Thousands
TABLE 37 LAMEA Automotive & Transportation Market by Country, 2022 - 2028, USD Thousands
TABLE 38 LAMEA Retail & Ecommerce Market by Country, 2018 - 2021, USD Thousands
TABLE 39 LAMEA Retail & Ecommerce Market by Country, 2022 - 2028, USD Thousands
TABLE 40 LAMEA Others Market by Country, 2018 - 2021, USD Thousands
TABLE 41 LAMEA Others Market by Country, 2022 - 2028, USD Thousands
TABLE 42 LAMEA Federated Learning Market by Country, 2018 - 2021, USD Thousands
TABLE 43 LAMEA Federated Learning Market by Country, 2022 - 2028, USD Thousands
TABLE 44 Brazil Federated Learning Market, 2018 - 2021, USD Thousands
TABLE 45 Brazil Federated Learning Market, 2022 - 2028, USD Thousands
TABLE 46 Brazil Federated Learning Market by Application, 2018 - 2021, USD Thousands
TABLE 47 Brazil Federated Learning Market by Application, 2022 - 2028, USD Thousands
TABLE 48 Brazil Federated Learning Market by Vertical, 2018 - 2021, USD Thousands
TABLE 49 Brazil Federated Learning Market by Vertical, 2022 - 2028, USD Thousands
TABLE 50 Argentina Federated Learning Market, 2018 - 2021, USD Thousands
TABLE 51 Argentina Federated Learning Market, 2022 - 2028, USD Thousands
TABLE 52 Argentina Federated Learning Market by Application, 2018 - 2021, USD Thousands
TABLE 53 Argentina Federated Learning Market by Application, 2022 - 2028, USD Thousands
TABLE 54 Argentina Federated Learning Market by Vertical, 2018 - 2021, USD Thousands
TABLE 55 Argentina Federated Learning Market by Vertical, 2022 - 2028, USD Thousands
TABLE 56 UAE Federated Learning Market, 2018 - 2021, USD Thousands
TABLE 57 UAE Federated Learning Market, 2022 - 2028, USD Thousands
TABLE 58 UAE Federated Learning Market by Application, 2018 - 2021, USD Thousands
TABLE 59 UAE Federated Learning Market by Application, 2022 - 2028, USD Thousands
TABLE 60 UAE Federated Learning Market by Vertical, 2018 - 2021, USD Thousands
TABLE 61 UAE Federated Learning Market by Vertical, 2022 - 2028, USD Thousands
TABLE 62 Saudi Arabia Federated Learning Market, 2018 - 2021, USD Thousands
TABLE 63 Saudi Arabia Federated Learning Market, 2022 - 2028, USD Thousands
TABLE 64 Saudi Arabia Federated Learning Market by Application, 2018 - 2021, USD Thousands
TABLE 65 Saudi Arabia Federated Learning Market by Application, 2022 - 2028, USD Thousands
TABLE 66 Saudi Arabia Federated Learning Market by Vertical, 2018 - 2021, USD Thousands
TABLE 67 Saudi Arabia Federated Learning Market by Vertical, 2022 - 2028, USD Thousands
TABLE 68 South Africa Federated Learning Market, 2018 - 2021, USD Thousands
TABLE 69 South Africa Federated Learning Market, 2022 - 2028, USD Thousands
TABLE 70 South Africa Federated Learning Market by Application, 2018 - 2021, USD Thousands
TABLE 71 South Africa Federated Learning Market by Application, 2022 - 2028, USD Thousands
TABLE 72 South Africa Federated Learning Market by Vertical, 2018 - 2021, USD Thousands
TABLE 73 South Africa Federated Learning Market by Vertical, 2022 - 2028, USD Thousands
TABLE 74 Nigeria Federated Learning Market, 2018 - 2021, USD Thousands
TABLE 75 Nigeria Federated Learning Market, 2022 - 2028, USD Thousands
TABLE 76 Nigeria Federated Learning Market by Application, 2018 - 2021, USD Thousands
TABLE 77 Nigeria Federated Learning Market by Application, 2022 - 2028, USD Thousands
TABLE 78 Nigeria Federated Learning Market by Vertical, 2018 - 2021, USD Thousands
TABLE 79 Nigeria Federated Learning Market by Vertical, 2022 - 2028, USD Thousands
TABLE 80 Rest of LAMEA Federated Learning Market, 2018 - 2021, USD Thousands
TABLE 81 Rest of LAMEA Federated Learning Market, 2022 - 2028, USD Thousands
TABLE 82 Rest of LAMEA Federated Learning Market by Application, 2018 - 2021, USD Thousands
TABLE 83 Rest of LAMEA Federated Learning Market by Application, 2022 - 2028, USD Thousands
TABLE 84 Rest of LAMEA Federated Learning Market by Vertical, 2018 - 2021, USD Thousands
TABLE 85 Rest of LAMEA Federated Learning Market by Vertical, 2022 - 2028, USD Thousands
TABLE 86 Key information – IBM Corporation
TABLE 87 key information – Microsoft Corporation
TABLE 88 Key Information – Intel Corporation
TABLE 89 Key Information – Google LLC
TABLE 91 Key Information – NVIDIA Corporation
TABLE 92 Key Information – Edge Delta, Inc.
TABLE 93 Key Information – DataFleets Ltd.
TABLE 94 Key Information – Enveil
TABLE 95 Key Information – Secure AI Labs, Inc.
List of Figures
FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Key Leading Strategies: Percentage Distribution (2018-2022)
FIG 4 Key Strategic Move: (Product Launches and Product Expansions : 2018, DEc – 2021, Dec) Leading Players
FIG 5 Recent strategies and developments: Microsoft Corporation
FIG 6 Recent strategies and developments: Cloudera, Inc.
FIG 7 Recent strategies and developments: NVIDIA Corporation
FIG 8 SWOT Analysis: NVIDIA Corporation