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自己学習自律インフラの世界市場 - 市場規模、シェア、動向、産業分析：技術別、展開別、用途別、地域別：市場予測（2025年～2034年）

Self-Learning Autonomous Infrastructure Market Size, Share, Trends, Industry Analysis Report: By Technology, Deployment, Application, and Region - Market Forecast, 2025-2034

出版日
ページ情報
英文 125 Pages
納期
即日から翌営業日
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=147.28円
自己学習自律インフラの世界市場 - 市場規模、シェア、動向、産業分析：技術別、展開別、用途別、地域別：市場予測（2025年～2034年）
出版日: 2025年04月01日
発行: Polaris Market Research
ページ情報: 英文 125 Pages
納期: 即日から翌営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

世界の自己学習自律インフラの市場規模は、2034年までに581億3,000万米ドルに達する見込みです。

自己学習自律インフラとは、AIと機械学習を使用して、人の介入なしにインフラを自動的に管理、最適化、適応させ、時間の経過とともに効率と性能を向上させるITシステムを指します。

現代のITインフラは、ハイブリッドクラウド環境、分散型システム、エッジコンピューティングのような先進技術を取り込み、より複雑化しています。この複雑性はしばしば従来の管理アプローチを圧倒し、非効率や潜在的なシステム障害につながります。自己学習自律インフラは、複雑な環境を継続的にモニターし分析することで、この課題に対処します。問題を自動的に検出し、リソースの使用を最適化し、人の介入なしに状況の変化に適応します。これにより、IT環境が成長し進化しても、企業は高い性能を維持し、ダウンタイムを最小化することができます。自己学習自律インフラにより、組織は複雑性を効果的かつ効率的に管理し、円滑な運用を確保し、混乱を防ぐことができます。このことが、自己学習自律インフラ市場の成長を促進しています。

サイバーセキュリティの脅威の増大とコンプライアンス規制の厳格化により、組織にとってセキュアでコンプライアンスに準拠したITインフラを維持することが重要な優先事項となっています。自己学習自律インフラシステムは、セキュリティ上の脅威の継続的なモニタリング、自動パッチ適用、産業標準へのコンプライアンスの確保を通じて、こうした課題に対処します。自己学習自律インフラは機械学習を使用して、異常を検出し、潜在的なセキュリティ侵害を予測し、問題が拡大する前に是正措置を講じます。この予防的なアプローチにより、企業は機密データを保護し、規制要件をより効果的に満たすことができ、全体的なセキュリティ体制を向上させながら、高額な罰金や風評被害のリスクを軽減することができます。

自己学習自律インフラ市場レポートのハイライト

2024年、クラウドサービスが提供する柔軟性により、クラウドセグメントが自己学習自律インフラ市場を独占しました。

機械学習セグメントが予測期間に大きく成長する見込みです。機械学習は、インフラシステムが自律的にデータを分析し、将来のニーズを予測し、性能を最適化するために不可欠です。

2024年、主要技術企業のプレゼンスと先進のITインフラにより、北米が市場を独占しました。

アジア太平洋は、中国、日本、韓国などの国々でデジタルトランスフォーメーションへの取り組みが拡大していることから、予測期間に自律学習型インフラ市場で大きなシェアを記録する見込みです。

世界の主要市場企業は、Amazon Web Services (AWS)、 Autodesk Inc.、 Cisco Systems Inc.、 CloudMinds、 Google、 Honeywell International Inc.、 Huawei Technologies Co., Ltd.、 IBM、 Microsoft Corporation、 NVIDIA Corporation、Siemens AGなどです。

当レポートでは、世界の自己学習自律インフラ市場について調査し、現在の市場力学の詳細な考察や、将来の市場成長に関する分析を提供しています。

目次

第1章 イントロダクション

第2章 エグゼクティブサマリー

第3章 調査手法

第4章 世界の自己学習自律インフラ市場の考察

  • 市場スナップショット
  • 自己学習自律インフラの市場力学
    • 促進要因と機会
      • 自動化の需要の高まり
      • クラウドコンピューティングの台頭
    • 抑制要因と課題
      • 高い初期費用
  • PESTEL分析
  • 自己学習自律インフラ市場の動向
  • バリューチェーン分析
  • COVID-19の影響の分析

第5章 世界の自己学習自律インフラ市場：技術別

  • 主な調査結果
  • イントロダクション
  • 機械学習（ML）
  • AI
  • エッジコンピューティング
  • その他

第6章 世界の自己学習自律インフラ市場：展開別

  • 主な調査結果
  • イントロダクション
  • クラウド
  • オンプレミス

第7章 世界の自己学習自律インフラ市場：用途別

  • 主な調査結果
  • イントロダクション
  • スマートシティ
  • データセンター
  • スマートマニュファクチャリング
  • 医療
  • その他

第8章 世界の自己学習自律インフラ市場：地域別

  • 主な調査結果
  • イントロダクション
    • 自己学習自律インフラ市場の評価：地域別（2020年～2034年）
  • 北米
    • 北米：技術別（2020年～2034年）
    • 北米：展開別（2020年～2034年）
    • 北米：用途別（2020年～2034年）
    • 米国
    • カナダ
  • 欧州
    • 欧州：技術別（2020年～2034年）
    • 欧州：展開別（2020年～2034年）
    • 欧州：用途別（2020年～2034年）
    • 英国
    • フランス
    • ドイツ
    • イタリア
    • スペイン
    • オランダ
    • ロシア
    • その他の欧州
  • アジア太平洋
    • アジア太平洋：技術別（2020年～2034年）
    • アジア太平洋：展開別（2020年～2034年）
    • アジア太平洋：用途別（2020年～2034年）
    • 中国
    • インド
    • マレーシア
    • 日本
    • インドネシア
    • 韓国
    • オーストラリア
    • その他のアジア太平洋
  • 中東・アフリカ
    • 中東・アフリカ：技術別（2020年～2034年）
    • 中東・アフリカ：展開別（2020年～2034年）
    • 中東・アフリカ：用途別（2020年～2034年）
    • 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
    • その他の中東・アフリカ
  • ラテンアメリカ
    • ラテンアメリカ：技術別（2020年～2034年）
    • ラテンアメリカ：展開別（2020年～2034年）
    • ラテンアメリカ：用途別（2020年～2034年）
    • メキシコ
    • ブラジル
    • アルゼンチン
    • その他のラテンアメリカ

第9章 競合情勢

  • 拡張と買収の分析
    • 拡張
    • 買収
  • パートナーシップ/協業/合意/公開

第10章 企業プロファイル

  • Amazon Web Services (AWS)
  • Autodesk Inc.
  • Cisco Systems Inc.
  • CloudMinds
  • Google
  • Honeywell International Inc.
  • Huawei Technologies Co., Ltd.
  • IBM
  • Microsoft Corporation
  • NVIDIA Corporation
  • Siemens AG
図表

List of Tables:

  • Table 1 Global Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 2 Global Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 3 Global Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 4 North America: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 5 North America: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 6 North America: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 7 U.S.: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 8 U.S.: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 9 U.S.: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 10 Canada: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 11 Canada: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 12 Canada: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 13 Europe: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 14 Europe: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 15 Europe: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 16 UK: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 17 UK: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 18 UK: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 19 France: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 20 France: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 21 France: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 22 Germany: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 23 Germany: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 24 Germany: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 25 Italy: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 26 Italy: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 27 Italy: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 28 Spain: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 29 Spain: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 30 Spain: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 31 Netherlands: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 32 Netherlands: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 33 Netherlands: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 34 Russia: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 35 Russia: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 36 Russia: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 37 Rest of Europe: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 38 Rest of Europe: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 39 Rest of Europe: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 40 Asia Pacific: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 41 Asia Pacific: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 42 Asia Pacific: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 43 China: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 44 China: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 45 China: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 46 India: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 47 India: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 48 India: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 49 Malaysia: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 50 Malaysia: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 51 Malaysia: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 52 Japan: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 53 Japan: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 54 Japan: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 55 Indonesia: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 56 Indonesia: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 57 Indonesia: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 58 South Korea: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 59 South Korea: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 60 South Korea: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 61 Australia: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 62 Australia: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 63 Australia: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 64 Rest of Asia Pacific: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 65 Rest of Asia Pacific: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 66 Rest of Asia Pacific: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 67 Middle East & Africa: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 68 Middle East & Africa: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 69 Middle East & Africa: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 70 Saudi Arabia: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 71 Saudi Arabia: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 72 Saudi Arabia: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 73 UAE: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 74 UAE: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 75 UAE: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 76 Israel: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 77 Israel: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 78 Israel: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 79 South Africa: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 80 South Africa: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 81 South Africa: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 82 Rest of Middle East & Africa: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 83 Rest of Middle East & Africa: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 84 Rest of Middle East & Africa: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 85 Latin America: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 86 Latin America: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 87 Latin America: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 88 Mexico: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 89 Mexico: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 90 Mexico: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 91 Brazil: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 92 Brazil: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 93 Brazil: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 94 Argentina: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 95 Argentina: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 96 Argentina: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • Table 97 Rest of Latin America: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • Table 98 Rest of Latin America: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • Table 99 Rest of Latin America: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)

List of Figures:

  • Figure 1. Global Self-Learning Autonomous Infrastructure Market, 2020-2034 (USD billion)
  • Figure 2. Integrated Ecosystem
  • Figure 3. Research Device Methodology: Top-Down & Bottom-Up Price
  • Figure 4. Market by Geography
  • Figure 5. Porter's Five Forces
  • Figure 6. Market by Technology
  • Figure 7. Global Self-Learning Autonomous Infrastructure Market, by Technology, 2024 & 2034 (USD billion)
  • Figure 8. Market by Deployment
  • Figure 9. Global Self-Learning Autonomous Infrastructure Market, by Deployment, 2024 & 2034 (USD billion)
  • Figure 10. Market by Application
  • Figure 11. Global Self-Learning Autonomous Infrastructure Market, by Application, 2024 & 2034 (USD billion)
  • Figure 12. Global Self-Learning Autonomous Infrastructure Market Assessment, By Geography, 2020-2034 (USD billion)
  • Figure 13. Strategic Analysis - Global Self-Learning Autonomous Infrastructure Market
目次
Product Code: PM5457

The global self-learning autonomous infrastructure market size is expected to reach USD 58.13 billion by 2034, according to a new study by Polaris Market Research. The report "Self-Learning Autonomous Infrastructure Market Size, Share, Trends, Industry Analysis Report: By Technology, Deployment (Cloud and On-Premise), Application, and Region (North America, Europe, Asia Pacific, Latin America, and Middle East & Africa) - Market Forecast, 2025-2034" gives a detailed insight into current market dynamics and provides analysis on future market growth.

Self-learning autonomous infrastructure refers to IT systems that use AI and machine learning to automatically manage, optimize, and adapt infrastructure without human intervention, improving efficiency and performance over time.

Modern IT infrastructures are becoming more complex, incorporating hybrid cloud environments, distributed systems, and advanced technologies like edge computing. This complexity often overwhelms traditional management approaches, leading to inefficiencies and potential system failures. Self-learning autonomous infrastructure addresses this challenge through continuous monitoring and analysis of intricate environments. It automatically detects issues, optimizes resource usage, and adapts to changing conditions without manual intervention. This ensures businesses maintain high performance and minimize downtime, even as their IT environments grow and evolve. Self-learning autonomous infrastructure enables organizations to manage complexity effectively and efficiently, ensuring smooth operations and preventing disruptions. This, in turn, is fueling the self-learning autonomous infrastructure market growth.

Increasing cybersecurity threats and stricter compliance regulations have made maintaining secure and compliant IT infrastructures a critical priority for organizations. Self-learning autonomous infrastructure systems address these challenges through continuous monitoring of security threats, automatic patching, and ensuring compliance with industry standards. Using machine learning, Self-learning autonomous infrastructure detects anomalies, predicts potential security breaches, and takes corrective actions before issues escalate. This proactive approach protects sensitive data and helps organizations meet regulatory requirements more effectively, reducing the risk of costly fines and reputational damage while improving the overall security posture.

Self-Learning Autonomous Infrastructure Market Report Highlights

In 2024, the cloud segment dominated the self-learning autonomous infrastructure market due to the flexibility provided by cloud services.

The machine learning segment is expected to grow significantly during the forecast period. It is essential for enabling infrastructure systems to autonomously analyze data, predict future needs, and optimize performance.

In 2024, North America dominated the market due to the presence of major technology companies and advanced IT infrastructure.

Asia Pacific is expected to record a significant self-learning autonomous infrastructure market share during the forecast period due to the expanding digital transformation initiatives in countries such as China, Japan, and South Korea.

The global key market players are Amazon Web Services (AWS); Autodesk Inc.; Cisco Systems Inc.; CloudMinds; Google; Honeywell International Inc.; Huawei Technologies Co., Ltd.; IBM; Microsoft Corporation; NVIDIA Corporation; and Siemens AG.

Polaris market research has segmented self-learning autonomous infrastructure market report based on technology, deployment, application, and region:

By Technology (Revenue - USD Billion, 2020-2034)

  • Machine Learning (ML)
  • Artificial Intelligence (AI)
  • Edge Computing
  • Others

By Deployment (Revenue - USD Billion, 2020-2034)

  • Cloud
  • On-Premise

By Application (Revenue - USD Billion, 2020-2034)

  • Smart Cities
  • Data Centers
  • Smart Manufacturing
  • Healthcare
  • Others

By Regional Outlook (Revenue - USD Billion, 2020-2034)

  • North America
  • US
  • Canada
  • Europe
  • Germany
  • UK
  • France
  • Italy
  • Spain
  • Russia
  • Netherlands
  • Rest of Europe
  • Asia Pacific
  • China
  • India
  • Japan
  • South Korea
  • Indonesia
  • Malaysia
  • Australia
  • Rest of Asia Pacific
  • Latin America
  • Argentina
  • Brazil
  • Mexico
  • Rest of Latin America
  • Middle East & Africa
  • UAE
  • Saudi Arabia
  • Israel
  • South Africa
  • Rest of Middle East & 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 Device 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 Self-Learning Autonomous Infrastructure Market Insights

  • 4.1. Self-Learning Autonomous Infrastructure Market - Market Snapshot
  • 4.2. Self-Learning Autonomous Infrastructure Market Dynamics
    • 4.2.1. Drivers and Opportunities
      • 4.2.1.1. Growing Demand for Automation
      • 4.2.1.2. Rise in Cloud Computing
    • 4.2.2. Restraints and Challenges
      • 4.2.2.1. High Initial Cost
  • 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. PESTEL Analysis
  • 4.5. Self-Learning Autonomous Infrastructure Market Trends
  • 4.6. Value Chain Analysis
  • 4.7. COVID-19 Impact Analysis

5. Global Self-Learning Autonomous Infrastructure Market, by Technology

  • 5.1. Key Findings
  • 5.2. Introduction
    • 5.2.1. Global Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
  • 5.3. Machine Learning (ML)
    • 5.3.1. Global Self-Learning Autonomous Infrastructure Market, by Machine Learning (ML), by Region, 2020-2034 (USD billion)
  • 5.4. Artificial Intelligence (AI)
    • 5.4.1. Global Self-Learning Autonomous Infrastructure Market, by Artificial Intelligence (AI), by Region, 2020-2034 (USD billion)
  • 5.5. Edge Computing
    • 5.5.1. Global Self-Learning Autonomous Infrastructure Market, by Edge Computing, by Region, 2020-2034 (USD billion)
  • 5.6. Others
    • 5.6.1. Global Self-Learning Autonomous Infrastructure Market, by Others, by Region, 2020-2034 (USD billion)

6. Global Self-Learning Autonomous Infrastructure Market, by Deployment

  • 6.1. Key Findings
  • 6.2. Introduction
    • 6.2.1. Global Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
  • 6.3. Cloud
    • 6.3.1. Global Self-Learning Autonomous Infrastructure Market, by cloud, by Region, 2020-2034 (USD billion)
  • 6.4. On-Premise
    • 6.4.1. Global Self-Learning Autonomous Infrastructure Market, by On-Premise, by Region, 2020-2034 (USD billion)

7. Global Self-Learning Autonomous Infrastructure Market, by Application

  • 7.1. Key Findings
  • 7.2. Introduction
    • 7.2.1. Global Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • 7.3. Smart Cities
    • 7.3.1. Global Self-Learning Autonomous Infrastructure Market, by Smart Cities, by Region, 2020-2034 (USD billion)
  • 7.4. Data Centers
    • 7.4.1. Global Self-Learning Autonomous Infrastructure Market, by Data Centers, by Region, 2020-2034 (USD billion)
  • 7.5. Smart Manufacturing
    • 7.5.1. Global Self-Learning Autonomous Infrastructure Market, by Smart Manufacturing, by Region, 2020-2034 (USD billion)
  • 7.6. Healthcare
    • 7.6.1. Global Self-Learning Autonomous Infrastructure Market, by Healthcare, by Region, 2020-2034 (USD billion)
  • 7.7. Others
    • 7.7.1. Global Self-Learning Autonomous Infrastructure Market, by Others, by Region, 2020-2034 (USD billion)

8. Global Self-Learning Autonomous Infrastructure Market, by Geography

  • 8.1. Key Findings
  • 8.2. Introduction
    • 8.2.1. Self-Learning Autonomous Infrastructure Market Assessment, By Geography, 2020-2034 (USD billion)
  • 8.3. Self-Learning Autonomous Infrastructure Market - North America
    • 8.3.1. North America: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
    • 8.3.2. North America: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
    • 8.3.3. North America: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.3.4. Self-Learning Autonomous Infrastructure Market - U.S.
      • 8.3.4.1. U.S.: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.3.4.2. U.S.: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.3.4.3. U.S.: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.3.5. Self-Learning Autonomous Infrastructure Market - Canada
      • 8.3.5.1. Canada: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.3.5.2. Canada: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.3.5.3. Canada: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • 8.4. Self-Learning Autonomous Infrastructure Market - Europe
    • 8.4.1. Europe: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
    • 8.4.2. Europe: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
    • 8.4.3. Europe: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.4.4. Self-Learning Autonomous Infrastructure Market - UK
      • 8.4.4.1. UK: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.4.4.2. UK: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.4.4.3. UK: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.4.5. Self-Learning Autonomous Infrastructure Market - France
      • 8.4.5.1. France: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.4.5.2. France: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.4.5.3. France: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.4.6. Self-Learning Autonomous Infrastructure Market - Germany
      • 8.4.6.1. Germany: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.4.6.2. Germany: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.4.6.3. Germany: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.4.7. Self-Learning Autonomous Infrastructure Market - Italy
      • 8.4.7.1. Italy: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.4.7.2. Italy: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.4.7.3. Italy: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.4.8. Self-Learning Autonomous Infrastructure Market - Spain
      • 8.4.8.1. Spain: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.4.8.2. Spain: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.4.8.3. Spain: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.4.9. Self-Learning Autonomous Infrastructure Market - Netherlands
      • 8.4.9.1. Netherlands: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.4.9.2. Netherlands: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.4.9.3. Netherlands: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.4.10. Self-Learning Autonomous Infrastructure Market - Russia
      • 8.4.10.1. Russia: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.4.10.2. Russia: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.4.10.3. Russia: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.4.11. Self-Learning Autonomous Infrastructure Market - Rest of Europe
      • 8.4.11.1. Rest of Europe: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.4.11.2. Rest of Europe: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.4.11.3. Rest of Europe: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • 8.5. Self-Learning Autonomous Infrastructure Market - Asia Pacific
    • 8.5.1. Asia Pacific: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
    • 8.5.2. Asia Pacific: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
    • 8.5.3. Asia Pacific: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.5.4. Self-Learning Autonomous Infrastructure Market - China
      • 8.5.4.1. China: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.5.4.2. China: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.5.4.3. China: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.5.5. Self-Learning Autonomous Infrastructure Market - India
      • 8.5.5.1. India: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.5.5.2. India: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.5.5.3. India: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.5.6. Self-Learning Autonomous Infrastructure Market - Malaysia
      • 8.5.6.1. Malaysia: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.5.6.2. Malaysia: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.5.6.3. Malaysia: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.5.7. Self-Learning Autonomous Infrastructure Market - Japan
      • 8.5.7.1. Japan: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.5.7.2. Japan: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.5.7.3. Japan: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.5.8. Self-Learning Autonomous Infrastructure Market - Indonesia
      • 8.5.8.1. Indonesia: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.5.8.2. Indonesia: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.5.8.3. Indonesia: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.5.9. Self-Learning Autonomous Infrastructure Market - South Korea
      • 8.5.9.1. South Korea: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.5.9.2. South Korea: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.5.9.3. South Korea: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.5.10. Self-Learning Autonomous Infrastructure Market - Australia
      • 8.5.10.1. Australia: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.5.10.2. Australia: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.5.10.3. Australia: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.5.11. Self-Learning Autonomous Infrastructure Market - Rest of Asia Pacific
      • 8.5.11.1. Rest of Asia Pacific: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.5.11.2. Rest of Asia Pacific: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.5.11.3. Rest of Asia Pacific: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • 8.6. Self-Learning Autonomous Infrastructure Market - Middle East & Africa
    • 8.6.1. Middle East & Africa: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
    • 8.6.2. Middle East & Africa: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
    • 8.6.3. Middle East & Africa: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.6.4. Self-Learning Autonomous Infrastructure Market - Saudi Arabia
      • 8.6.4.1. Saudi Arabia: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.6.4.2. Saudi Arabia: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.6.4.3. Saudi Arabia: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.6.5. Self-Learning Autonomous Infrastructure Market - UAE
      • 8.6.5.1. UAE: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.6.5.2. UAE: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.6.5.3. UAE: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.6.6. Self-Learning Autonomous Infrastructure Market - Israel
      • 8.6.6.1. Israel: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.6.6.2. Israel: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.6.6.3. Israel: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.6.7. Self-Learning Autonomous Infrastructure Market - South Africa
      • 8.6.7.1. South Africa: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.6.7.2. South Africa: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.6.7.3. South Africa: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.6.8. Self-Learning Autonomous Infrastructure Market - Rest of Middle East & Africa
      • 8.6.8.1. Rest of Middle East & Africa: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.6.8.2. Rest of Middle East & Africa: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.6.8.3. Rest of Middle East & Africa: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
  • 8.7. Self-Learning Autonomous Infrastructure Market - Latin America
    • 8.7.1. Latin America: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
    • 8.7.2. Latin America: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
    • 8.7.3. Latin America: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.7.4. Self-Learning Autonomous Infrastructure Market - Mexico
      • 8.7.4.1. Mexico: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.7.4.2. Mexico: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.7.4.3. Mexico: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.7.5. Self-Learning Autonomous Infrastructure Market - Brazil
      • 8.7.5.1. Brazil: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.7.5.2. Brazil: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.7.5.3. Brazil: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.7.6. Self-Learning Autonomous Infrastructure Market - Argentina
      • 8.7.6.1. Argentina: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.7.6.2. Argentina: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.7.6.3. Argentina: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)
    • 8.7.7. Self-Learning Autonomous Infrastructure Market - Rest of Latin America
      • 8.7.7.1. Rest of Latin America: Self-Learning Autonomous Infrastructure Market, by Technology, 2020-2034 (USD billion)
      • 8.7.7.2. Rest of Latin America: Self-Learning Autonomous Infrastructure Market, by Deployment, 2020-2034 (USD billion)
      • 8.7.7.3. Rest of Latin America: Self-Learning Autonomous Infrastructure Market, by Application, 2020-2034 (USD billion)

9. Competitive Landscape

  • 9.1. Expansion and Acquisition Analysis
    • 9.1.1. Expansion
    • 9.1.2. Acquisitions
  • 9.2. Partnerships/Collaborations/Agreements/Exhibitions

10. Company Profiles

  • 10.1. Amazon Web Services (AWS)
    • 10.1.1. Company Overview
    • 10.1.2. Financial Performance
    • 10.1.3. Product Benchmarking
    • 10.1.4. Recent Development
  • 10.2. Autodesk Inc.
    • 10.2.1. Company Overview
    • 10.2.2. Financial Performance
    • 10.2.3. Product Benchmarking
    • 10.2.4. Recent Development
  • 10.3. Cisco Systems Inc.
    • 10.3.1. Company Overview
    • 10.3.2. Financial Performance
    • 10.3.3. Product Benchmarking
    • 10.3.4. Recent Development
  • 10.4. CloudMinds
    • 10.4.1. Company Overview
    • 10.4.2. Financial Performance
    • 10.4.3. Product Benchmarking
    • 10.4.4. Recent Development
  • 10.5. Google
    • 10.5.1. Company Overview
    • 10.5.2. Financial Performance
    • 10.5.3. Product Benchmarking
    • 10.5.4. Recent Development
  • 10.6. Honeywell International Inc.
    • 10.6.1. Company Overview
    • 10.6.2. Financial Performance
    • 10.6.3. Product Benchmarking
    • 10.6.4. Recent Development
  • 10.7. Huawei Technologies Co., Ltd.
    • 10.7.1. Company Overview
    • 10.7.2. Financial Performance
    • 10.7.3. Product Benchmarking
    • 10.7.4. Recent Development
  • 10.8. IBM
    • 10.8.1. Company Overview
    • 10.8.2. Financial Performance
    • 10.8.3. Product Benchmarking
    • 10.8.4. Recent Development
  • 10.9. Microsoft Corporation
    • 10.9.1. Company Overview
    • 10.9.2. Financial Performance
    • 10.9.3. Product Benchmarking
    • 10.9.4. Recent Development
  • 10.10. NVIDIA Corporation
    • 10.10.1. Company Overview
    • 10.10.2. Financial Performance
    • 10.10.3. Product Benchmarking
    • 10.10.4. Recent Development
  • 10.11. Siemens AG
    • 10.11.1. Company Overview
    • 10.11.2. Financial Performance
    • 10.11.3. Product Benchmarking
    • 10.11.4. Recent Development