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1132272

連合学習の世界市場：シェア、規模、動向、業界分析、用途・業界・地域別のセグメント予測（2022年～2030年）

Federated Learning Market Share, Size, Trends, Industry Analysis Report, By Application ; By Industry Vertical; By Region; Segment Forecast, 2022 - 2030
出版日: | 発行: Polaris Market Research | ページ情報: 英文 112 Pages | 納期: 即日から翌営業日

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連合学習の世界市場：シェア、規模、動向、業界分析、用途・業界・地域別のセグメント予測（2022年～2030年）
出版日: 2022年09月01日
発行: Polaris Market Research
ページ情報: 英文 112 Pages
納期: 即日から翌営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界の連合学習の市場規模は、2030年までに2億6,677万米ドルに達すると予測されています。

当レポートでは世界の連合学習市場を調査し、市場の促進要因と機会、抑制要因と課題、業界動向、COVID-19の影響、セグメントや地域別の市場分析、競合情勢、主要企業のプロファイルなど、体系的な情報を提供しています。

目次

第1章 イントロダクション

  • レポートの説明
    • 調査目的
    • 市場範囲
    • 仮定
  • 利害関係者

第2章 エグゼクティブサマリー

  • 市場のハイライト

第3章 調査手法

  • 概要
    • データマイニング
  • データの情報源
    • 一次情報源
    • 二次情報源

第4章 世界の連合学習市場：考察

  • 業界のスナップショット
  • 市場力学
    • 促進要因・機会
    • 抑制要因・課題
  • ポーターのファイブフォース分析
    • 供給企業の交渉力（中）
    • 新規参入者の脅威（低）
    • 買い手の交渉力（中）
    • 代替品の脅威（中）
    • 既存企業間の競争（高）
  • PESTLE分析
  • 業界動向
  • バリューチェーン分析
  • COVID-19の影響分析

第5章 連合学習の世界市場：用途別

  • 主な調査結果
  • イントロダクション
    • 連合学習の世界市場：用途別（2018年～2030年）
  • インダストリアルIoT（IIoT）
    • 地域別の連合学習の世界市場：インダストリアルIoT（IIoT）別（2018年～2030年）
  • 創薬
    • 地域別の連合学習の世界市場：創薬別（2018年～2030年）
  • 危機管理
    • 地域別の連合学習の世界市場：危機管理別（2018年～2030年）
  • 拡張現実（AR）・仮想現実（VR）
    • 地域別の連合学習の世界市場：拡張現実（AR）・仮想現実（VR）別（2018年～2030年）
  • データプライバシー管理
    • 地域別の連合学習の世界市場：データプライバシー管理別（2018年～2030年）
  • その他
    • 地域別の連合学習の世界市場：その他用途別（2018年～2030年）

第6章 連合学習の世界市場：業界別

  • 主な調査結果
  • イントロダクション
    • 連合学習の世界市場：業界別（2018年～2030年）
  • 小売
    • 地域別の連合学習の世界市場：小売別（2018年～2030年）
  • 自動車
    • 地域別の連合学習の世界市場：自動車別（2018年～2030年）
  • IT・通信
    • 地域別の連合学習の世界市場：IT・通信別（2018年～2030年）
  • 医療
    • 地域別の連合学習の世界市場：医療別（2018年～2030年）
  • 銀行・金融サービス・保険
    • 地域別の連合学習の世界市場：銀行・金融サービス・保険別（2018年～2030年）
  • 製造
    • 地域別の連合学習の世界市場：製造別（2018年～2030年）
  • 外来手術センター
    • 地域別の連合学習の世界市場：外来手術センター別（2018年～2030年）

第7章 連合学習の世界市場：地域別

  • 主な調査結果
  • イントロダクション
    • 連合学習市場の評価：地域別（2018年～2030年）
  • 北米
    • 業界別
    • 用途別
    • 米国
    • カナダ
  • 欧州
    • 業界別
    • 用途別
    • 英国
    • フランス
    • ドイツ
    • イタリア
    • スペイン
    • オランダ
    • ロシア
  • アジア太平洋地域
    • 業界別
    • 用途別
    • 中国
    • インド
    • マレーシア
    • 日本
    • インドネシア
    • 韓国
  • 中東・アフリカ
    • 業界別
    • 用途別
    • サウジアラビア
    • アラブ首長国連邦
    • イスラエル
    • 南アフリカ
  • ラテンアメリカ
    • 業界別
    • 用途別
    • メキシコ
    • ブラジル
    • アルゼンチン

第8章 競合情勢

  • 拡大・買収分析
    • 拡大
    • 買収
  • パートナーシップ/コラボレーション/協定/展示会

第9章 企業プロファイル

  • 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
  • Sherpa.AI
図表

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

目次
Product Code: PM2548

The global federated learning market size is expected to reach USD 266.77 million by 2030, according to a new study by Polaris Market Research. The report "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" gives a detailed insight into current market dynamics and provides analysis on future market growth.

ML enables development of applications that learn and adapt from data with greater accuracy over time without explicit instructions. It includes algorithms that are capable to create systems by understanding input and output information that describes them. ML can be provided by several types of algorithms such as decision trees, neural networks, and inductive logic programming.

Moreover, federated learning is the new era of secure artificial intelligence (AI), as this technique trains, tests, and provide data security. In addition, the data is difficult to be hacked due to the introduction of such method. Federated learning method has a huge potential, as it helps in securing sensitive and personal information of people and businesses. It also, aggregates outcome and recognizes familiar samples from various users, therefore, making the module robust.

Advent of cloud computing, deep federated learning, and parallel computing architectures; and rise in demand for AI capabilities such as image, speech, text, and recognition have fast-tracked the ongoing research associated with AI, fueling a new trend of rise in investment in developing premium AI hardware, which is capable of advancing application development. In addition, increase in interest of aerospace players to deploy AI across several applications is expected to boost demand for federated learning during the forecast period.

Moreover, the adoption of predictive and prescriptive analytics has been increasing. Predictive analytics is used to know the likelihood of certain events happening in the future, and prescriptive analytics provides solutions and actions to be taken in case of occurrence of such events. End-user industries have been recognizing the benefits of these analytical solutions and utilizing them to gain an edge over competitors. Widespread applications of predictive and prescriptive analytics would provide growth opportunities in the industry.

Federated Learning Market Report Highlights

The market for industrial internet of things segment is expected to hold a significant share in 2030 as its adoption offers greater performance and efficiency across industries

The automotive segment is expected to be the fastest growing segment during the forecast period. This is due rise in adoption for artificial intelligence (AI) enabled federated learning technique

Europe region will lead the global market by 2030 due to rising initiatives undertaken by the governments towards healthcare industry

The global market is highly competitive owing to the existence of large market players with global presence including Google Inc., IBM Corporation, Intel Corporation, Lifebit, NVIDIA Corporation, Secure AI Labs, and Sherpa.AI.

Polaris Market Research has segmented the federated learning market report based on application, industry vertical, and region.:

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

Retail

Automotive

IT & Telecommunication

Healthcare

BFSI

Manufacturing

Others

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

North America

U.S

Canada

Europe

Germany

UK

France

Italy

Spain

Russia

Netherlands

Asia Pacific

China

India

Japan

South Korea

Indonesia

Malaysia

Latin America

Argentina

Brazil

Mexico

Middle East & Africa

UAE

Saudi Arabia

Israel

South Africa

Table of Contents

1. Introduction

  • 1.1. Report Description
    • 1.1.1. Objectives of the Study
    • 1.1.2. Market Scope
    • 1.1.3. Assumptions
  • 1.2. Stakeholders

2. Executive Summary

  • 2.1. Market Highlights

3. Research Methodology

  • 3.1. Overview
    • 3.1.1. Data Mining
  • 3.2. Data Sources
    • 3.2.1. Primary Sources
    • 3.2.2. Secondary Sources

4. Global Federated Learning Market Insights

  • 4.1. Federated Learning Market - Industry Snapshot
  • 4.2. Federated Learning Market Dynamics
    • 4.2.1. Drivers and Opportunities
      • 4.2.1.1. Ability to ensure better data privacy and security by training algorithms on decentralized devices
      • 4.2.1.2. Growing adoption of federated learning in various applications for data privacy
    • 4.2.2. Restraints and Challenges
      • 4.2.2.1. Lack of skilled technical expertise
  • 4.3. Porter's Five Forces Analysis
    • 4.3.1. Bargaining Power of Suppliers (Moderate)
    • 4.3.2. Threats of New Entrants: (Low)
    • 4.3.3. Bargaining Power of Buyers (Moderate)
    • 4.3.4. Threat of Substitute (Moderate)
    • 4.3.5. Rivalry among existing firms (High)
  • 4.4. PESTLE Analysis
  • 4.5. Federated Learning Industry trends
  • 4.6. Value Chain Analysis
  • 4.7. COVID-19 Impact Analysis

5. Global Federated Learning Market, by Application

  • 5.1. Key Findings
  • 5.2. Introduction
    • 5.2.1. Global Federated Learning, by Application, 2018 - 2030 (USD Million)
  • 5.3. Industrial Internet of Things
    • 5.3.1. Global Federated Learning Market, by Industrial Internet of Things, by Region, 2018 - 2030 (USD Million)
  • 5.4. Drug Discovery
    • 5.4.1. Global Federated Learning Market, by Drug Discovery, by Region, 2018 - 2030 (USD Million)
  • 5.5. Risk Management
    • 5.5.1. Global Federated Learning Market, by Risk Management, by Region, 2018 - 2030 (USD Million)
  • 5.6. Augmented and Virtual Reality
    • 5.6.1. Global Federated Learning Market, by Augmented and Virtual Reality, by Region, 2018 - 2030 (USD Million)
  • 5.7. Data Privacy Management
    • 5.7.1. Global Federated Learning Market, by Data Privacy Management, by Region, 2018 - 2030 (USD Million)
  • 5.8. Others
    • 5.8.1. Global Federated Learning Market, by Others, by Region, 2018 - 2030 (USD Million)

6. Global Federated Learning Market, by Industry Vertical

  • 6.1. Key Findings
  • 6.2. Introduction
    • 6.2.1. Global Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
  • 6.3. Retail
    • 6.3.1. Global Federated Learning Market, by Retail, by Region, 2018 - 2030 (USD Million)
  • 6.4. Automotive
    • 6.4.1. Global Federated Learning Market, by Automotive, by Region, 2018 - 2030 (USD Million)
  • 6.5. IT & Telecommunication
    • 6.5.1. Global Federated Learning Market, by IT & Telecommunication, by Region, 2018 - 2030 (USD Million)
  • 6.6. Healthcare
    • 6.6.1. Global Federated Learning Market, by Healthcare, by Region, 2018 - 2030 (USD Million)
  • 6.7. BFSI
    • 6.7.1. Global Federated Learning Market, by BFSI, by Region, 2018 - 2030 (USD Million)
  • 6.8. Manufacturing
    • 6.8.1. Global Federated Learning Market, by Manufacturing, by Region, 2018 - 2030 (USD Million)
  • 6.9. Ambulatory Surgery Centers
    • 6.9.1. Global Federated Learning Market, by Ambulatory Surgery Centers, by Region, 2018 - 2030 (USD Million)

7. Global Federated Learning Market, by Geography

  • 7.1. Key findings
  • 7.2. Introduction
    • 7.2.1. Federated Learning Market Assessment, By Geography, 2018 - 2030 (USD Million)
  • 7.3. Federated Learning Market - North America
    • 7.3.1. North America: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    • 7.3.2. North America: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.3.3. Federated Learning Market - U.S.
      • 7.3.3.1. U.S.: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.3.3.2. U.S.: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.3.4. Federated Learning Market - Canada
      • 7.3.4.1. Canada: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.3.4.2. Canada: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  • 7.4. Federated Learning Market - Europe
    • 7.4.1. Europe: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    • 7.4.2. Europe: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.4.3. Federated Learning Market - UK
      • 7.4.3.1. UK: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.4.3.2. UK: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.4.4. Federated Learning Market - France
      • 7.4.4.1. France: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.4.4.2. France: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.4.5. Federated Learning Market - Germany
      • 7.4.5.1. Germany: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.4.5.2. Germany: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.4.6. Federated Learning Market - Italy
      • 7.4.6.1. Italy: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.4.6.2. Italy: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.4.7. Federated Learning Market - Spain
      • 7.4.7.1. Spain: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.4.7.2. Spain: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.4.8. Federated Learning Market - Netherlands
      • 7.4.8.1. Netherlands: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.4.8.2. Netherlands: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.4.9. Federated Learning Market - Russia
      • 7.4.9.1. Russia: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.4.9.2. Russia: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  • 7.5. Federated Learning Market - Asia Pacific
    • 7.5.1. Asia Pacific: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    • 7.5.2. Asia Pacific: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.5.3. Federated Learning Market - China
      • 7.5.3.1. China: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.5.3.2. China: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.5.4. Federated Learning Market - India
      • 7.5.4.1. India: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.5.4.2. India: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.5.5. Federated Learning Market - Malaysia
      • 7.5.5.1. Malaysia: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.5.5.2. Malaysia: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.5.6. Federated Learning Market - Japan
      • 7.5.6.1. Japan: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.5.6.2. Japan: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.5.7. Federated Learning Market - Indonesia
      • 7.5.7.1. Indonesia: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.5.7.2. Indonesia: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.5.8. Federated Learning Market - South Korea
      • 7.5.8.1. South Korea: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.5.8.2. South Korea: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  • 7.6. Federated Learning Market - Middle East & Africa
    • 7.6.1. Middle East & Africa: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    • 7.6.2. Middle East & Africa: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.6.3. Federated Learning Market - Saudi Arabia
      • 7.6.3.1. Saudi Arabia: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.6.3.2. Saudi Arabia: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.6.4. Federated Learning Market - UAE
      • 7.6.4.1. UAE: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.6.4.2. UAE: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.6.5. Federated Learning Market - Israel
      • 7.6.5.1. Israel: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.6.5.2. Israel: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.6.6. Federated Learning Market - South Africa
      • 7.6.6.1. South Africa: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.6.6.2. South Africa: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
  • 7.7. Federated Learning Market - Latin America
    • 7.7.1. Latin America: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
    • 7.7.2. Latin America: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.7.3. Federated Learning Market - Mexico
      • 7.7.3.1. Mexico: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.7.3.2. Mexico: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.7.4. Federated Learning Market - Brazil
      • 7.7.4.1. Brazil: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.7.4.2. Brazil: Federated Learning Market, by Application, 2018 - 2030 (USD Million)
    • 7.7.5. Federated Learning Market - Argentina
      • 7.7.5.1. Argentina: Federated Learning Market, by Industry Vertical, 2018 - 2030 (USD Million)
      • 7.7.5.2. Argentina: Federated Learning Market, by Application, 2018 - 2030 (USD Million)

8. Competitive Landscape

  • 8.1. Expansion and Acquisition Analysis
    • 8.1.1. Expansion
    • 8.1.2. Acquisitions
  • 8.2. Partnerships/Collaborations/Agreements/Exhibitions

9. Company Profiles

  • 9.1. Apheris AI GmbH
    • 9.1.1. Company Overview
    • 9.1.2. Financial Performance
    • 9.1.3. Product Benchmarking
    • 9.1.4. Recent Development
  • 9.2. Acuratio
    • 9.2.1. Company Overview
    • 9.2.2. Financial Performance
    • 9.2.3. Product Benchmarking
    • 9.2.4. Recent Development
  • 9.3. Consilient
    • 9.3.1. Company Overview
    • 9.3.2. Financial Performance
    • 9.3.3. Product Benchmarking
    • 9.3.4. Recent Development
  • 9.4. Cloudera Inc
    • 9.4.1. Company Overview
    • 9.4.2. Financial Performance
    • 9.4.3. Product Benchmarking
    • 9.4.4. Recent Development
  • 9.5. DataFleets
    • 9.5.1. Company Overview
    • 9.5.2. Financial Performance
    • 9.5.3. Product Benchmarking
    • 9.5.4. Recent Development
  • 9.6. Decentralized Machine Learning
    • 9.6.1. Company Overview
    • 9.6.2. Financial Performance
    • 9.6.3. Product Benchmarking
    • 9.6.4. Recent Development
  • 9.7. Edge Delta
    • 9.7.1. Company Overview
    • 9.7.2. Financial Performance
    • 9.7.3. Product Benchmarking
    • 9.7.4. Recent Development
  • 9.8. Enveil
    • 9.8.1. Company Overview
    • 9.8.2. Financial Performance
    • 9.8.3. Product Benchmarking
    • 9.8.4. Recent Development
  • 9.9. FedML
    • 9.9.1. Company Overview
    • 9.9.2. Financial Performance
    • 9.9.3. Product Benchmarking
    • 9.9.4. Recent Development
  • 9.10. Google Inc
    • 9.10.1. Company Overview
    • 9.10.2. Financial Performance
    • 9.10.3. Product Benchmarking
    • 9.10.4. Recent Development
  • 9.11. IBM Corporation
    • 9.11.1. Company Overview
    • 9.11.2. Financial Performance
    • 9.11.3. Product Benchmarking
    • 9.11.4. Recent Development
  • 9.12. Intel Corporation
    • 9.12.1. Company Overview
    • 9.12.2. Financial Performance
    • 9.12.3. Product Benchmarking
    • 9.12.4. Recent Development
  • 9.13. Lifebit
    • 9.13.1. Company Overview
    • 9.13.2. Financial Performance
    • 9.13.3. Product Benchmarking
    • 9.13.4. Recent Development
  • 9.14. NVIDIA Corporation
    • 9.14.1. Company Overview
    • 9.14.2. Financial Performance
    • 9.14.3. Product Benchmarking
    • 9.14.4. Recent Development
  • 9.15. Secure AI Labs
    • 9.15.1. Company Overview
    • 9.15.2. Financial Performance
    • 9.15.3. Product Benchmarking
    • 9.15.4. Recent Development
  • 9.16. Sherpa.AI
    • 9.16.1. Company Overview
    • 9.16.2. Financial Performance
    • 9.16.3. Product Benchmarking
    • 9.16.4. Recent Development