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表紙：統合学習ソリューションの世界市場規模調査＆予測、用途別、業界別、地域別分析、2023-2030年
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統合学習ソリューションの世界市場規模調査＆予測、用途別、業界別、地域別分析、2023-2030年

Global Federated Learning Solutions Market Size study & Forecast, by Application, by Verticals and Regional Analysis, 2023-2030

出版日
ページ情報
英文
納期
2～3営業日
カスタマイズ可能
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=146.99円
統合学習ソリューションの世界市場規模調査＆予測、用途別、業界別、地域別分析、2023-2030年
出版日: 2023年09月10日
発行: Bizwit Research & Consulting LLP
ページ情報: 英文
納期: 2～3営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界の統合学習ソリューション市場は、2022年に約1億1,480万米ドルと評価され、予測期間2023年から2030年にかけて10.6％以上の健全な成長率で成長すると予測されています。

Federated Learningは、信頼性が低く低速なネットワーク接続を持つ多数のクライアントに分散されたデータを使用して集中型モデルを学習する機械学習アプローチです。基礎となるデータを共有することなく、分散化されたエッジデバイスやサーバーでアルゴリズムを学習することができます。Federated Learning Solutions市場は、モノのインターネットの採用増加やエッジコンピューティングの需要増加などの要因により拡大しています。さらに、エッジコンピューティングの採用増加は、リアルタイムの意思決定を可能にし、データ転送の必要性を減らし、プライバシーとセキュリティを強化することによって、Federated Learning Solutions市場にプラスの影響を与えます。

2022年のStatistaによると、世界のエッジコンピューティングは2025年までに約2,740億米ドルに達すると予想されています。IoTデバイスの普及が進むにつれ、膨大な量の分散データが生成されるようになり、これらのデバイス間で安全かつ効率的なモデル学習を可能にする連携学習ソリューションの必要性が高まっています。この動向は、統合学習ソリューション市場の成長と拡大に寄与しています。2022年のStatistaによると、世界のモノのインターネット（IoT）デバイスの数は、2020年の97億米ドルから、2030年には3倍近い290億米ドル以上になると予想されています。2030年までにIoTデバイス数が最も多くなるのは中国で、消費者が使用するデバイス数は約50億個になると予測されています。また、安全で効率的なデータ分析に対する需要の高まりと、連携学習ソリューションの技術的進歩は、有利な成長機会を生み出すと思われます。しかし、熟練した技術専門家の不足とデータのプライバシーとセキュリティの懸念が、2023-2030年の予測期間を通じて市場の成長を阻害しています。

Federated Learning Solutionsの世界市場調査において考慮した主要地域は、アジア太平洋、北米、欧州、ラテンアメリカ、中東・アフリカです。北米は、厳しいデータ規制、プライバシーの懸念、技術の進歩、人工知能やビッグデータ分析などの革新的な技術の使用の増加に牽引され、連携学習ソリューションの採用が増加しているため、予測期間中に市場を独占しました。アジア太平洋地域は、モバイルデバイスやIoTの利用が増加しており、先進技術の採用が増加しているなどの要因により、予測期間中に最も急速に成長している地域です。

本調査の目的は、近年における様々なセグメントと国の市場規模を明らかにし、今後数年間の市場規模を予測することです。本レポートは、調査対象国における産業の質的・量的側面の両方を盛り込むよう設計されています。

また、市場の将来的な成長を規定する促進要因や課題などの重要な側面に関する詳細情報も提供しています。さらに、主要企業の競合情勢や製品提供の詳細な分析とともに、利害関係者が投資するためのミクロ市場における潜在的な機会も組み込んでいます。

目次

第1章 エグゼクティブサマリー

第2章 世界の統合学習ソリューション市場の定義と範囲

  • 調査目的
  • 市場の定義と範囲
    • 業界の進化
    • 調査範囲
  • 調査対象年
  • 通貨換算レート

第3章 世界の統合学習ソリューション市場力学

  • 統合学習ソリューション市場の影響分析（2020年～2030年）
    • 市場促進要因
      • モノのインターネット（IoT）の採用増加
      • エッジコンピューティングの需要増加
    • 市場の課題
      • 熟練技術者の不足
      • データプライバシーとセキュリティへの懸念
    • 市場機会
      • 安全で効率的なデータ分析への需要の高まり
      • 連携学習ソリューションの技術的進歩

第4章 世界の統合学習ソリューション市場産業分析

  • ポーターの5フォースモデル
    • 供給企業の交渉力
    • 買い手の交渉力
    • 新規参入業者の脅威
    • 代替品の脅威
    • 競争企業間の敵対関係
  • ポーターの5フォース影響分析
  • PEST分析
    • 政治
    • 経済
    • 社会
    • 技術
    • 環境
    • 法律
  • 主な投資機会
  • 主要成功戦略
  • COVID-19影響分析
  • 破壊的動向
  • 業界専門家の視点
  • アナリストの結論・提言

第5章 統合学習ソリューションの世界市場：用途別

  • 市場スナップショット
  • 統合ラーニングソリューションの世界市場：用途別、実績 - ポテンシャル分析
  • 統合学習ソリューションの世界市場：用途別推定・予測2020-2030年
  • 統合学習ソリューション市場、サブセグメント別分析
  • 創薬
  • ショッピング体験のパーソナライゼーション
  • データプライバシーとセキュリティ管理
  • リスク管理
  • 産業用モノのインターネット
  • オンライン視覚物体検出
  • 拡張現実/仮想現実
  • その他

第6章 統合学習ソリューションの世界市場：業界別

  • 市場スナップショット
  • 統合学習ソリューションの世界市場：分野別、実績 - ポテンシャル分析
  • 統合学習ソリューションの世界市場：分野別推定・予測2020-2030年
  • 統合学習ソリューション市場、サブセグメント別分析
  • 銀行、金融サービス、保険
  • ヘルスケア、ライフサイエンス
  • 小売、Eコマース
  • 製造業
  • エネルギーと公益事業
  • 自動車・運輸
  • IT・通信
  • その他

第7章 統合学習ソリューションの世界市場：地域別分析

  • 主要国
  • 主な新興国
  • 統合学習ソリューション市場、地域別市場スナップショット
  • 北米
    • 米国
      • アプリケーションの推定・予測、2020-2030年
      • 分野別推定・予測、2020-2030年
    • カナダ
  • 欧州の統合学習ソリューション市場スナップショット
    • 英国
    • ドイツ
    • フランス
    • スペイン
    • イタリア
    • その他欧州
  • アジア太平洋 Federated Learning Solutions市場スナップショット
    • 中国
    • インド
    • 日本
    • オーストラリア
    • 韓国
    • その他アジア太平洋地域
  • ラテンアメリカの統合学習ソリューション市場スナップショット
    • ブラジル
    • メキシコ
  • 中東・アフリカ
    • サウジアラビア
    • 南アフリカ
    • その他中東とアフリカ

第8章 競合情報

  • 主要企業のSWOT分析
  • 主要市場戦略
  • 企業プロファイル
    • Intellegens Ltd.
      • 主要情報
      • 概要
      • 財務（データの入手可能性によります）
      • 製品概要
      • 最近の動向
    • Microsoft Corporation
    • Intel Corporation
    • Cloudera Inc
    • Edge Delta Inc.
    • International Business Machines Corporation
    • Enveil Inc.
    • DataFleets Ltd
    • Alphabet Inc
    • Nvidia Corporation

第9章 調査プロセス

  • 調査プロセス
    • データマイニング
    • 分析
    • 市場推定
    • 検証
    • 出版
  • 調査属性
  • 調査前提条件
図表

LIST OF TABLES

  • TABLE 1. Global Federated Learning Solutions Market, report scope
  • TABLE 2. Global Federated Learning Solutions Market estimates & forecasts by Region 2020-2030 (USD Million)
  • TABLE 3. Global Federated Learning Solutions Market estimates & forecasts by Application2020-2030 (USD Million)
  • TABLE 4. Global Federated Learning Solutions Market estimates & forecasts by Verticals 2020-2030 (USD Million)
  • TABLE 5. Global Federated Learning Solutions Market by segment, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 6. Global Federated Learning Solutions Market by region, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 7. Global Federated Learning Solutions Market by segment, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 8. Global Federated Learning Solutions Market by region, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 9. Global Federated Learning Solutions Market by segment, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 10. Global Federated Learning Solutions Market by region, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 11. Global Federated Learning Solutions Market by segment, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 12. Global Federated Learning Solutions Market by region, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 13. Global Federated Learning Solutions Market by segment, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 14. Global Federated Learning Solutions Market by region, estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 15. U.S. Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 16. U.S. Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 17. U.S. Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 18. Canada Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 19. Canada Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 20. Canada Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 21. UK Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 22. UK Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 23. UK Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 24. Germany Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 25. Germany Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 26. Germany Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 27. France Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 28. France Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 29. France Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 30. Italy Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 31. Italy Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 32. Italy Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 33. Spain Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 34. Spain Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 35. Spain Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 36. RoE Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 37. RoE Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 38. RoE Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 39. China Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 40. China Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 41. China Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 42. India Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 43. India Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 44. India Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 45. Japan Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 46. Japan Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 47. Japan Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 48. South Korea Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 49. South Korea Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 50. South Korea Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 51. Australia Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 52. Australia Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 53. Australia Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 54. RoAPAC Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 55. RoAPAC Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 56. RoAPAC Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 57. Brazil Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 58. Brazil Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 59. Brazil Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 60. Mexico Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 61. Mexico Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 62. Mexico Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 63. RoLA Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 64. RoLA Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 65. RoLA Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 66. Saudi Arabia Federated Learning Solutions Market estimates & forecasts, 2020-2030 (USD Million)
  • TABLE 67. South Africa Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 68. RoMEA Federated Learning Solutions Market estimates & forecasts by segment 2020-2030 (USD Million)
  • TABLE 69. List of secondary sources, used in the study of global Federated Learning Solutions Market
  • TABLE 70. List of primary sources, used in the study of global Federated Learning Solutions Market
  • TABLE 71. Years considered for the study
  • TABLE 72. Exchange rates considered

List of tables and figures are dummy in nature, final lists may vary in the final deliverable

LIST OF FIGURES

  • FIG 1. Global Federated Learning Solutions Market, research methodology
  • FIG 2. Global Federated Learning Solutions Market, Market estimation techniques
  • FIG 3. Global Market size estimates & forecast methods
  • FIG 4. Global Federated Learning Solutions Market, key trends 2022
  • FIG 5. Global Federated Learning Solutions Market, growth prospects 2023-2030
  • FIG 6. Global Federated Learning Solutions Market, porters 5 force model
  • FIG 7. Global Federated Learning Solutions Market, pest analysis
  • FIG 8. Global Federated Learning Solutions Market, value chain analysis
  • FIG 9. Global Federated Learning Solutions Market by segment, 2020 & 2030 (USD Million)
  • FIG 10. Global Federated Learning Solutions Market by segment, 2020 & 2030 (USD Million)
  • FIG 11. Global Federated Learning Solutions Market by segment, 2020 & 2030 (USD Million)
  • FIG 12. Global Federated Learning Solutions Market by segment, 2020 & 2030 (USD Million)
  • FIG 13. Global Federated Learning Solutions Market by segment, 2020 & 2030 (USD Million)
  • FIG 14. Global Federated Learning Solutions Market, regional snapshot 2020 & 2030
  • FIG 15. North America Federated Learning Solutions Market 2020 & 2030 (USD Million)
  • FIG 16. Europe Federated Learning Solutions Market 2020 & 2030 (USD Million)
  • FIG 17. Asia pacific Federated Learning Solutions Market 2020 & 2030 (USD Million)
  • FIG 18. Latin America Federated Learning Solutions Market 2020 & 2030 (USD Million)
  • FIG 19. Middle East & Africa Federated Learning Solutions Market 2020 & 2030 (USD Million)

List of tables and figures are dummy in nature, final lists may vary in the final deliverable

目次

Global Federated Learning Solutions Market is valued at approximately USD 114.8 million in 2022 and is anticipated to grow with a healthy growth rate of more than 10.6% over the forecast period 2023-2030. Federated Learning is a machine learning approach that trains a centralized model using data distributed across numerous clients with unreliable and slow network connections. It enables training algorithms on decentralized edge devices or servers without sharing the underlying data. The Federated Learning Solutions Market is expanding because of factors such as the rising adoption of the Internet of Things and rising demand of Edge Computing. Moreover, the rising adoption of edge computing positively impacts the Federated Learning Solutions market by enabling real-time decision-making and reducing the need for data transfer, enhancing privacy and security.

According to Statista in 2022, The global edge computing is expected to reach approximately USD 274 billion by the year 2025. The rising adoption of IoT devices generates huge amounts of distributed data, driving the need for federated learning solutions that enable secure and efficient model training across these devices. This trend contributes to the growth and expansion of the Federated Learning Solutions Market. According to Statista in 2022, the number of Internet of Things (IoT) devices worldwide is expected to nearly triple from USD 9.7 billion in 2020 to over USD 29 billion by 2030. By 2030, China is projected to have the largest number of IoT devices, with around 5 billion devices used by consumers. In addition, increasing demand for secure and efficient data analysis and technological advancements in federated learning solutions would create a lucrative growth opportunity. However, a lack of skilled technical expertise and data privacy and security concerns stifles market growth throughout the forecast period of 2023-2030.

The key regions considered for the Global Federated Learning Solutions Market study includes Asia Pacific, North America, Europe, Latin America, and Middle East & Africa. North America dominated the market during the forecast period owing to the, rising adoption of federated learning solutions driven by stringent data regulations, privacy concerns, and technological advancements and the growing use of innovative technologies such as Artificial intelligence and big data analytics increase market growth in the region. Asia Pacific is the fastest growing region during the forecast period owing to the factors such as the rising utilization of mobile devices and IoT, along with increase adoption of advanced technologies in this region.

Major market player included in this report are:

  • Intellegens Ltd.
  • Microsoft Corporation
  • Intel Corporation
  • Cloudera Inc,
  • Edge Delta Inc.,
  • International Business Machines Corporation,
  • Enveil Inc.,
  • DataFleets Ltd,
  • Alphabet Inc,
  • Nvidia Corporation

Recent Developments in the Market:

  • In March 2022, The Communications Intelligence Platform, a Clara Holoscan solution created by NVIDIA, has now been upgraded to MGX. This one-of-a-kind system provides end-to-end capabilities for AI technologies, intelligent healthcare manufacturing, and implantable augmentation deployment.
  • In June 2022 Intel Corporation collaborated with Aster Innovation and Research Centre and CARPL, to create a secure federated education platform. This alliance seeks to promote innovation in a variety of fields, including diagnosis, genomics, drug discovery, and predictive healthcare.

Global Federated Learning Solutions Market Report Scope:

  • Historical Data: 2020 - 2021
  • Base Year for Estimation: 2022
  • Forecast period: 2023-2030
  • Report Coverage: Revenue forecast, Company Ranking, Competitive Landscape, Growth factors, and Trends
  • Segments Covered: Application, Verticals, Region
  • Regional Scope: North America; Europe; Asia Pacific; Latin America; Middle East & Africa
  • Customization Scope: Free report customization (equivalent up to 8 analyst's working hours) with purchase. Addition or alteration to country, regional & segment scope*

The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within countries involved in the study.

The report also caters detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, it also incorporates potential opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:

By Application:

  • Drug Discovery
  • Shopping Experience Personalization
  • Data Privacy and Security Management
  • Risk Management
  • Industrial Internet of Things
  • Online Visual Object Detection
  • Augmented Reality/Virtual Reality
  • Other

By Verticals:

  • Banking, Financial Services, and Insurance
  • Healthcare and Life Sciences
  • Retail and Ecommerce
  • Manufacturing
  • Energy and Utilities
  • Automotive and Transportation
  • IT and Telecommunication
  • Other

By Region:

  • North America
    • U.S.
    • Canada
  • Europe
    • UK
    • Germany
    • France
    • Spain
    • Italy
    • ROE
  • Asia Pacific
    • China
    • India
    • Japan
    • Australia
    • South Korea
    • RoAPAC
  • Latin America
    • Brazil
    • Mexico
  • Middle East & Africa
    • Saudi Arabia
    • South Africa
    • Rest of Middle East & Africa

Table of Contents

Chapter 1. Executive Summary

  • 1.1. Market Snapshot
  • 1.2. Global & Segmental Market Estimates & Forecasts, 2020-2030 (USD Million)
    • 1.2.1. Federated Learning Solutions Market, by Region, 2020-2030 (USD Million)
    • 1.2.2. Federated Learning Solutions Market, by Application, 2020-2030 (USD Million)
    • 1.2.3. Federated Learning Solutions Market, by Verticals, 2020-2030 (USD Million)
  • 1.3. Key Trends
  • 1.4. Estimation Methodology
  • 1.5. Research Assumption

Chapter 2. Global Federated Learning Solutions Market Definition and Scope

  • 2.1. Objective of the Study
  • 2.2. Market Definition & Scope
    • 2.2.1. Industry Evolution
    • 2.2.2. Scope of the Study
  • 2.3. Years Considered for the Study
  • 2.4. Currency Conversion Rates

Chapter 3. Global Federated Learning Solutions Market Dynamics

  • 3.1. Federated Learning Solutions Market Impact Analysis (2020-2030)
    • 3.1.1. Market Drivers
      • 3.1.1.1. Rising adoption of Internet of Things (IoT)
      • 3.1.1.2. Rising demand of Edge Computing
    • 3.1.2. Market Challenges
      • 3.1.2.1. Lack of skilled technical expertise
      • 3.1.2.2. Data privacy and security concerns
    • 3.1.3. Market Opportunities
      • 3.1.3.1. Increasing demand for secure and efficient data analysis
      • 3.1.3.2. Technological advancements in federated learning solutions

Chapter 4. Global Federated Learning Solutions Market Industry Analysis

  • 4.1. Porter's 5 Force Model
    • 4.1.1. Bargaining Power of Suppliers
    • 4.1.2. Bargaining Power of Buyers
    • 4.1.3. Threat of New Entrants
    • 4.1.4. Threat of Substitutes
    • 4.1.5. Competitive Rivalry
  • 4.2. Porter's 5 Force Impact Analysis
  • 4.3. PEST Analysis
    • 4.3.1. Political
    • 4.3.2. Economical
    • 4.3.3. Social
    • 4.3.4. Technological
    • 4.3.5. Environmental
    • 4.3.6. Legal
  • 4.4. Top investment opportunity
  • 4.5. Top winning strategies
  • 4.6. COVID-19 Impact Analysis
  • 4.7. Disruptive Trends
  • 4.8. Industry Expert Perspective
  • 4.9. Analyst Recommendation & Conclusion

Chapter 5. Global Federated Learning Solutions Market, by Application

  • 5.1. Market Snapshot
  • 5.2. Global Federated Learning Solutions Market by Application, Performance - Potential Analysis
  • 5.3. Global Federated Learning Solutions Market Estimates & Forecasts by Application2020-2030 (USD Million)
  • 5.4. Federated Learning Solutions Market, Sub Segment Analysis
  • 5.5. Drug Discovery
  • 5.6. Shopping Experience Personalization
  • 5.7. Data Privacy and Security Management
  • 5.8. Risk Management
  • 5.9. Industrial Internet of Things
  • 5.10. Online Visual Object Detection
  • 5.11. Augmented Reality/Virtual Reality
  • 5.12. Other

Chapter 6. Global Federated Learning Solutions Market, by Verticals

  • 6.1. Market Snapshot
  • 6.2. Global Federated Learning Solutions Market by Verticals, Performance - Potential Analysis
  • 6.3. Global Federated Learning Solutions Market Estimates & Forecasts by Verticals2020-2030 (USD Million)
  • 6.4. Federated Learning Solutions Market, Sub Segment Analysis
  • 6.5. Banking, Financial Services, and Insurance
  • 6.6. Healthcare and Life Sciences
  • 6.7. Retail and Ecommerce
  • 6.8. Manufacturing
  • 6.9. Energy and Utilities
  • 6.10. Automotive and Transportation
  • 6.11. IT and Telecommunication
  • 6.12. Other

Chapter 7. Global Federated Learning Solutions Market, Regional Analysis

  • 7.1. Top Leading Countries
  • 7.2. Top Emerging Countries
  • 7.3. Federated Learning Solutions Market, Regional Market Snapshot
  • 7.4. North America Federated Learning Solutions Market
    • 7.4.1. U.S. Federated Learning Solutions Market
      • 7.4.1.1. Application breakdown estimates & forecasts, 2020-2030
      • 7.4.1.2. Verticals breakdown estimates & forecasts, 2020-2030
    • 7.4.2. Canada Federated Learning Solutions Market
  • 7.5. Europe Federated Learning Solutions Market Snapshot
    • 7.5.1. U.K. Federated Learning Solutions Market
    • 7.5.2. Germany Federated Learning Solutions Market
    • 7.5.3. France Federated Learning Solutions Market
    • 7.5.4. Spain Federated Learning Solutions Market
    • 7.5.5. Italy Federated Learning Solutions Market
    • 7.5.6. Rest of Europe Federated Learning Solutions Market
  • 7.6. Asia-Pacific Federated Learning Solutions Market Snapshot
    • 7.6.1. China Federated Learning Solutions Market
    • 7.6.2. India Federated Learning Solutions Market
    • 7.6.3. Japan Federated Learning Solutions Market
    • 7.6.4. Australia Federated Learning Solutions Market
    • 7.6.5. South Korea Federated Learning Solutions Market
    • 7.6.6. Rest of Asia Pacific Federated Learning Solutions Market
  • 7.7. Latin America Federated Learning Solutions Market Snapshot
    • 7.7.1. Brazil Federated Learning Solutions Market
    • 7.7.2. Mexico Federated Learning Solutions Market
  • 7.8. Middle East & Africa Federated Learning Solutions Market
    • 7.8.1. Saudi Arabia Federated Learning Solutions Market
    • 7.8.2. South Africa Federated Learning Solutions Market
    • 7.8.3. Rest of Middle East & Africa Federated Learning Solutions Market

Chapter 8. Competitive Intelligence

  • 8.1. Key Company SWOT Analysis
    • 8.1.1. Company 1
    • 8.1.2. Company 2
    • 8.1.3. Company 3
  • 8.2. Top Market Strategies
  • 8.3. Company Profiles
    • 8.3.1. Intellegens Ltd.
      • 8.3.1.1. Key Information
      • 8.3.1.2. Overview
      • 8.3.1.3. Financial (Subject to Data Availability)
      • 8.3.1.4. Product Summary
      • 8.3.1.5. Recent Developments
    • 8.3.2. Microsoft Corporation
    • 8.3.3. Intel Corporation
    • 8.3.4. Cloudera Inc
    • 8.3.5. Edge Delta Inc.
    • 8.3.6. International Business Machines Corporation
    • 8.3.7. Enveil Inc.
    • 8.3.8. DataFleets Ltd
    • 8.3.9. Alphabet Inc
    • 8.3.10. Nvidia Corporation

Chapter 9. Research Process

  • 9.1. Research Process
    • 9.1.1. Data Mining
    • 9.1.2. Analysis
    • 9.1.3. Market Estimation
    • 9.1.4. Validation
    • 9.1.5. Publishing
  • 9.2. Research Attributes
  • 9.3. Research Assumption