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AIインフラの市場規模、シェア、動向分析レポート：コンポーネント別、技術別、用途別、展開別、最終用途別、地域別、セグメント予測、2024年～2030年

AI Infrastructure Market Size, Share & Trends Analysis Report By Component (Hardware, Software, Services), By Technology (Machine Learning, Deep Learning), By Application, By Deployment, By End-user, By Region, And Segment Forecasts, 2024 - 2030

出版日
ページ情報
英文 120 Pages
納期
2～10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=144.06円
AIインフラの市場規模、シェア、動向分析レポート：コンポーネント別、技術別、用途別、展開別、最終用途別、地域別、セグメント予測、2024年～2030年
出版日: 2024年05月17日
発行: Grand View Research
ページ情報: 英文 120 Pages
納期: 2～10営業日
GIIご利用のメリット
  • 全表示
  • 概要
  • 図表
  • 目次
概要

AIインフラ市場の成長と動向：

Grand View Research, Inc.の最新レポートによると、世界のAIインフラ市場は、2030年までに2,234億5,000万米ドルに達すると予測され、2024年から2030年までのCAGRは30.4％で成長すると予測されています。

人工知能は、市場の急成長に煽られて大きな変革期を迎えています。AIインフラは、企業が人工知能の真の力を活用するために必要不可欠なリソースを提供します。

生成AIの需要が急増しているため、複雑な計算を処理する堅牢なインフラが必要とされています。企業はAIモデルを迅速に開発・展開できるため、AIを活用したソリューションの市場投入が加速します。クラウドベースのソリューションは、高価なオンプレミスのハードウェア管理の必要性を排除し、コアとなるAI開発のためのリソースを解放します。さらに、AI技術、特にディープラーニングとニューラルネットワークの継続的な進歩は、AIシステムの能力を拡大し、より洗練されたインパクトのあるものにしています。こうした要因が市場の成長をさらに後押ししています。

AIインフラ市場のレポートハイライト

  • コンポーネント別では、ハードウェア分野が2023年に63.0%の最大収益シェアで市場を占めました。複雑なアルゴリズムを計算するための特殊なチップやプロセッサの需要の増加が、このセグメントの成長を牽引しています。システムにおけるAIの増加に伴い、データを処理するためにより強力なチップが必要とされています。このチップはエネルギー消費の削減と性能の向上に役立ちます。
  • 技術別では、機械学習セグメントが2023年に58.4％の最大収益シェアで市場を占めました。データの増加、アルゴリズムモデルの進歩、クラウドコンピューティングの台頭が市場成長の促進力となっています。機械学習は、プログラミングを必要とせずにAIシステムが自動的に学習し、経験から改善するのに役立ちます。大規模データベースの複雑なパターンを処理するためにAIインフラで使用されています。
  • 用途別では、トレーニング分野が2023年に71.4％の最大収益シェアで市場をリードしました。トレーニングは、言語翻訳、音声認識、ネットワークトラフィックの異常検知など、特定のタスクに特化したモデルの開発に役立ちます。
  • 展開に基づくと、オンプレミスセグメントが2023年に50.0％の最大収益シェアで市場を占めました。これは、低遅延データ転送、運用コストの削減、カスタマイズされたAIインフラソリューションに対する需要の高まりによるものです。オンプレミスのインフラ導入では、組織は要件に基づいてセットアップをカスタマイズできます。オンプレミスの展開では、データセキュリティの制御が可能です。
  • 最終用途別では、エンタープライズセグメントが予測期間中に最も速いCAGRで成長すると予想されています。企業のデジタルトランスフォーメーションが進み、データが複雑化していることが市場成長の促進力になると予測されます。企業は、データ管理、ストレージ、処理のためにAIインフラを使用しており、運用効率化のためにもAIインフラを必要としています。
  • 2023年の売上高シェアは38.4%で北米が市場を独占しています。北米には、Google、Amazon、Microsoft、IBMなど、クラウドベースのサービスを提供する世界有数のハイテク企業が多数進出しています。
  • 2023年に最大の市場シェアを占めたのは米国です。米国は、AI、機械学習、コンピューティング・ハードウェアのイノベーションの最前線にある大手テクノロジー企業や新興企業の本拠地であり、AIの研究開発のための強力なエコシステムを構築し、堅牢なAIインフラを必要としています。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 AIインフラ市場の変数、動向、範囲

  • 市場イントロダクション / 系統展望
  • 市場規模・成長見通し
  • 業界バリューチェーン分析
  • 市場力学
    • 市場促進要因分析
    • 市場抑制要因分析
    • 業界の課題
    • 業界の機会
  • AIインフラ市場分析ツール
    • ポーターの分析
    • PESTEL分析

第4章 AIインフラ市場：コンポーネントの推定・動向分析

  • コンポーネントの変動分析と市場シェア、2023年・2030年
  • コンポーネント別、2018年～2030年
  • ハードウェア
  • ソフトウェア
  • サービス

第5章 AIインフラ市場：技術の推定・動向分析

  • 技術の変動分析と市場シェア、2023年・2030年
  • 技術別、2018年～2030年
  • 機械学習
  • ディープラーニング

第6章 AIインフラ市場：用途の推定・動向分析

  • 用途変動分析と市場シェア、2023年・2030年
  • 用途別、2018年～2030年
  • トレーニング
  • 推論

第7章 AIインフラ市場：展開の推定・動向分析

  • 展開の変動分析と市場シェア、2023年・2030年
  • 展開別、2018年～2030年
  • オンプレミス
  • クラウド
  • ハイブリッド

第8章 AIインフラ市場：エンドユーザーの推定・動向分析

  • エンドユーザーの変動分析と市場シェア、2023年・2030年
  • エンドユーザー別、2018年～2030年
  • 企業
  • 政府機関
  • クラウドサービスプロバイダー（CSP）

第9章 AIインフラ市場：地域の推定・動向分析

  • AIインフラ市場シェア、地域別、2023年・2030年、10億米ドル
  • 北米
    • 北米のAIインフラ市場推計・予測、2017年～2030年
    • 米国
    • カナダ
  • 欧州
    • 欧州のAIインフラ市場推計・予測、2017年～2030年
    • 英国
    • ドイツ
    • フランス
  • アジア太平洋
    • アジア太平洋のAIインフラ市場推計・予測、2017年-2030年
    • 中国
    • 日本
    • インド
    • 韓国
    • オーストラリア
  • ラテンアメリカ
    • ラテンアメリカのAIインフラ市場推計・予測、2017年～2030年
    • ブラジル
    • メキシコ
  • 中東・アフリカ
    • 中東・アフリカのAIインフラ市場推計・予測、2017年～2030年
    • サウジアラビア王国（KSA）
    • アラブ首長国連邦
    • 南アフリカ

第10章 AIインフラ市場 - 競合情勢

  • 最近の動向と影響分析：主要市場参入企業別
  • 企業分類
  • 企業の市場シェア / ポジション分析、2023年
  • 企業ヒートマップ分析
  • 戦略マッピング
  • 企業プロファイル
  • Google LLC
    • 参入企業の概要
    • 財務実績
    • 製品ベンチマーク
    • 最近の動向
  • Nvidia Corporation
    • 参入企業の概要
    • 財務実績
    • 製品ベンチマーク
    • 最近の動向
  • AIBrain
    • 参入企業の概要
    • 財務実績
    • 製品ベンチマーク
    • 最近の動向
  • IBM
    • 参入企業の概要
    • 財務実績
    • 製品ベンチマーク
    • 最近の動向
  • Microsoft
    • 参入企業の概要
    • 財務実績
    • 製品ベンチマーク
    • 最近の動向
  • ConcertAI
    • 参入企業の概要
    • 財務実績
    • 製品ベンチマーク
    • 最近の動向
  • Oracle
    • 参入企業の概要
    • 財務実績
    • 製品ベンチマーク
    • 最近の動向
  • Salesforce, Inc.
    • 参入企業の概要
    • 財務実績
    • 製品ベンチマーク
    • 最近の動向
  • Amazon.com Inc
    • 参入企業の概要
    • 財務実績
    • 製品ベンチマーク
    • 最近の動向
  • Alibaba Cloud
    • 参入企業の概要
    • 財務実績
    • 製品ベンチマーク
    • 最近の動向
図表

List of Tables

  • Table 1 List of Abbreviation
  • Table 2 AI Infrastructure Market, 2018 - 2030 (USD Million)
  • Table 3 AI Infrastructure Market Estimates and Forecasts by Region, 2018 - 2030 (USD Million)
  • Table 4 AI Infrastructure Market Estimates and Forecasts by Component, 2018 - 2030 (USD Million)
  • Table 5 AI Infrastructure Market Estimates and Forecasts by Technology, 2018 - 2030 (USD Million)
  • Table 6 AI Infrastructure Market Estimates and Forecasts by Application, 2018 - 2030 (USD Million)
  • Table 7 AI Infrastructure Market Estimates and Forecasts by Deployment, 2018 - 2030 (USD Million)
  • Table 8 AI Infrastructure Market Estimates and Forecasts by End-user, 2018 - 2030 (USD Million)
  • Table 9 North America AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 10 North America AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 11 North America AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 12 North America AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 13 U.S. AI Infrastructure market by Component, 2017 - 2030 (USD Million)
  • Table 14 U.S. AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 15 U.S. AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 16 U.S. AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 17 U.S. AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 18 Canada AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 19 Canada AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 20 Canada AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 21 Canada AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 22 Canada AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 23 Europe AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 24 Europe AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 25 Europe AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 26 Europe AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 27 Europe AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 28 Germany AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 29 Germany AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 30 Germany AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 31 Germany AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 32 Germany AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 33 U.K. AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 34 U.K. AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 35 U.K. AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 36 U.K. AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 37 U.K. AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 38 France AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 39 France AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 40 France AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 41 France AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 42 France AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 43 Asia pacific AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 44 Asia pacific AI Infrastructure market by Technology, 2017 - 2030 (USD Million)
  • Table 45 Asia pacific AI Infrastructure market by Application, 2017 - 2030 (USD Million)
  • Table 46 Asia pacific AI Infrastructure market by Deployment, 2017 - 2030 (USD Million)
  • Table 47 Asia pacific AI Infrastructure market by End-user, 2017 - 2030 (USD Million)
  • Table 48 China AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 49 China AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 50 China AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 51 China AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 52 China AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 53 Japan AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 54 Japan AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 55 Japan AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 56 Japan AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 57 Japan AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 58 India AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 59 India AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 60 India AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 61 India AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 62 India AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 63 South Korea AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 64 South Korea AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 65 South Korea AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 66 South Korea AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 67 South Korea AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 68 Australia AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 69 Australia AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 70 Australia AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 71 Australia AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 72 Australia AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 73 Latin America AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 74 Latin America AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 75 Latin America AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 76 Latin America AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 77 Latin America AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 78 Brazil AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 79 Brazil AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 80 Brazil AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 81 Brazil AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 82 Brazil AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 83 Mexico AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 84 Mexico AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 85 Mexico AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 86 Mexico AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 87 Mexico AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 88 Middle East & Africa (MEA) AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 89 Middle East & Africa (MEA) AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 90 Middle East & Africa (MEA) AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 91 Middle East & Africa (MEA) AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 92 Middle East & Africa (MEA) AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 93 Kingdom of Saudi Arabia (KSA) AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 94 Kingdom of Saudi Arabia (KSA) AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 95 Kingdom of Saudi Arabia (KSA) AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 96 Kingdom of Saudi Arabia (KSA) AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 97 Kingdom of Saudi Arabia (KSA) AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 98 UAE AI Infrastructure Market by Component , 2017 - 2030 (USD Million)
  • Table 99 UAE AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 100 UAE AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 101 UAE AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 102 UAE AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)
  • Table 103 South Africa AI Infrastructure Market by Component, 2017 - 2030 (USD Million)
  • Table 104 South Africa AI Infrastructure Market by Technology, 2017 - 2030 (USD Million)
  • Table 105 South Africa AI Infrastructure Market by Application, 2017 - 2030 (USD Million)
  • Table 106 South Africa AI Infrastructure Market by Deployment, 2017 - 2030 (USD Million)
  • Table 107 South Africa AI Infrastructure Market by End-user, 2017 - 2030 (USD Million)

List of Figures

  • Fig. 1 Market Research Process
  • Fig. 2 AI Infrastructure Market Segmentation
  • Fig. 3 AI Infrastructure Market Technology Landscape
  • Fig. 4 Information Procurement
  • Fig. 5 Data Analysis Models
  • Fig. 6 Market Formulation and Validation
  • Fig. 7 Data Validating & Publishing
  • Fig. 8 Market Snapshot
  • Fig. 9 Segment Snapshot (1/2)
  • Fig. 10 Segment Snapshot (2/2)
  • Fig. 11 Competitive Landscape Snapshot
  • Fig. 12 AI Infrastructure Market: Industry Value Chain Analysis
  • Fig. 13 AI Infrastructure Market: Market Dynamics
  • Fig. 14 AI Infrastructure Market: PORTER's Analysis
  • Fig. 15 AI Infrastructure Market: PESTEL Analysis
  • Fig. 16 AI Infrastructure Market Share by Component, 2023 & 2030 (USD Million)
  • Fig. 17 AI Infrastructure Market, by Component: Market Share, 2023 & 2030
  • Fig. 18 Hardware Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 19 Software Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 20 Services Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 21 AI Infrastructure Market Share by Technology, 2023 & 2030 (USD Million)
  • Fig. 22 AI Infrastructure Market, by Technology: Market Share, 2023 & 2030
  • Fig. 23 Machine Learning Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 24 Deep Learning Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 25 AI Infrastructure Market Share by Application, 2023 & 2030 (USD Million)
  • Fig. 26 AI Infrastructure Market, by Application: Market Share, 2023 & 2030
  • Fig. 27 Training Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 28 Inference Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 29 AI Infrastructure Market Share by Deployment, 2023 & 2030 (USD Million)
  • Fig. 30 AI Infrastructure Market, by Deployment: Market Share, 2023 & 2030
  • Fig. 31 On-Premise Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 32 Cloud Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 33 Hybrid Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 34 AI Infrastructure Market Share, by End-user, 2023 & 2030 (USD Million)
  • Fig. 35 AI Infrastructure Market, by End-user: Market Share, 2023 & 2030
  • Fig. 36 Enterprises Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 37 Government Organizations Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 38 Cloud Service Providers (CSPs) Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
  • Fig. 39 AI Infrastructure Market Revenue, by Region, 2023 & 2030, (USD Million)
  • Fig. 40 Regional Marketplace: Key Takeaways
  • Fig. 41 Regional Marketplace: Key Takeaways
  • Fig. 42 North America AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 43 U.S. AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 44 Canada AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 45 Europe AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 46 U.K. AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 47 Germany AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 48 France AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 49 Asia Pacific AI Infrastructure Market Estimates and Forecast, 2017 - 2030 (USD Million)
  • Fig. 50 China AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 51 Japan AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 52 India AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 53 South Korea AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 54 Australia AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 55 Latin America AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 56 Brazil AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 57 Mexico AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 58 Middle East & Africa AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 59 Kingdom of Saudi Arabia (KSA) AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 60 UAE AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 61 South Africa AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • Fig. 62 Key Company Categorization
  • Fig. 63 Company Market Positioning
  • Fig. 64 Strategic Framework
目次
Product Code: GVR-4-68040-269-5

AI Infrastructure Market Growth & Trends:

The global AI infrastructure market is anticipated to reach USD 223.45 billion by 2030 and is projected to grow at a CAGR of 30.4% from 2024 to 2030, according to a new report by Grand View Research, Inc. Artificial intelligence is undergoing a significant transformation fueled by the rapid market growth. AI infrastructure provides the essential resources businesses need to leverage the true power of artificial intelligence.

The surging demand for generative AI necessitates robust infrastructure to handle complex computations. Businesses can develop and deploy AI models faster, accelerating their ability to bring AI-powered solutions to market. Cloud-based solutions eliminate the need for expensive on-premise hardware management, freeing up resources for core AI development. In addition, continuous advancements in AI technologies, particularly in deep learning and neural networks, are expanding the capabilities of AI systems, making them more sophisticated and impactful. Such factors are further driving the market growth.

AI Infrastructure Market Report Highlights:

  • Based on components, the hardware segment held the market with the largest revenue share of 63.0% in 2023. The increasing demand for specialized chips and processors to compute complex algorithms drives the segment growth. With the rise in AI in systems, more powerful chips are required to process the data. The chips help reduce energy consumption and increase performance
  • Based on technology, the machine learning segment held the market with the largest revenue share of 58.4% in 2023. Increasing data, advancements in algorithm models, and the rise in cloud computing drive the market growth. Machine learning helps AI systems automatically learn and improve from experience without the need for programming. It's used in AI infrastructure to handle complex patterns in large databases
  • Based on application, the training segment led the market with the largest revenue share of 71.4% in 2023. Training helps develop models specialized in specific tasks such as language translation, voice recognition, or anomaly detection in network traffic
  • Based on deployment, the on-premise segment held the market with the largest revenue share of 50.0% in 2023. This is due to the increasing demand for low-latency data transfer, reduced operational costs, and customized AI infrastructure solutions. With on-premise infrastructure deployment, organizations can customize the setup based on their requirements. On-premise deployment offers control over data security.
  • Based on end-user, the enterprise segment is expected to grow at the fastest CAGR over the forecast period. The increasing digital transformation of businesses and the increasing complexity of data are expected to drive market growth. Enterprises use AI infrastructure for data management, storage, and processing; they also need AI infrastructure for operational efficiency
  • North America dominated the market with the revenue share of 38.4% in 2023. North America is home to many of the world's leading tech companies, such as Google, Amazon, Microsoft, and IBM, which offer cloud-based services
  • The U.S. accounted for the largest market share in 2023. The U.S. is home to leading technology companies and startups at the forefront of AI, machine learning, and computing hardware innovations, creating a strong ecosystem for AI research and development and necessitating robust AI infrastructure

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation & Scope
  • 1.2. Segment Definitions
    • 1.2.1. Component
    • 1.2.2. Technology
    • 1.2.3. Application
    • 1.2.4. Deployment
    • 1.2.5. End-user
    • 1.2.6. Regional Scope
    • 1.2.7. Estimates and forecasts timeline
  • 1.3. Research Methodology
  • 1.4. Information Procurement
    • 1.4.1. Information Procurement
    • 1.4.2. Information or Data Analysis
    • 1.4.3. Market Formulation & Data Visualization
    • 1.4.4. Data Validation & Publishing
  • 1.5. Research Scope and Assumptions
    • 1.5.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Snapshot
  • 2.2. Segment Snapshot
    • 2.2.1. Component Outlook
    • 2.2.2. Technology Outlook
    • 2.2.3. Application Outlook
    • 2.2.4. Deployment Outlook
    • 2.2.5. End-user Outlook
  • 2.3. Competitive Landscape Snapshot

Chapter 3. AI Infrastructure Market Variables, Trends & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Size and Growth Prospects (USD Million)
  • 3.3. Industry Value Chain Analysis
  • 3.4. Market Dynamics
    • 3.4.1. Market Driver Analysis
    • 3.4.2. Market Restraint Analysis
    • 3.4.3. Industry Challenges
    • 3.4.4. Industry Opportunities
  • 3.5. AI Infrastructure Market Analysis Tools
    • 3.5.1. Porter's Analysis
      • 3.5.1.1. Bargaining power of the suppliers
      • 3.5.1.2. Bargaining power of the buyers
      • 3.5.1.3. Threats of substitution
      • 3.5.1.4. Threats from new entrants
      • 3.5.1.5. Competitive rivalry
    • 3.5.2. PESTEL Analysis
      • 3.5.2.1. Political landscape
      • 3.5.2.2. Economic and Social landscape
      • 3.5.2.3. Technological landscape
      • 3.5.2.4. Environmental landscape
      • 3.5.2.5. Legal landscape

Chapter 4. AI Infrastructure Market: Component Estimates & Trend Analysis

  • 4.1. Component Movement Analysis & Market Share, 2023 & 2030
  • 4.2. AI Infrastructure Market Estimates & Forecast, By Component, 2018 to 2030 (USD Million)
  • 4.3. Hardware
    • 4.3.1. Hardware Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 4.4. Software
    • 4.4.1. Software Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 4.5. Services
    • 4.5.1. Services Market Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 5. AI Infrastructure Market: Technology Estimates & Trend Analysis

  • 5.1. Technology Movement Analysis & Market Share, 2023 & 2030
  • 5.2. AI Infrastructure Market Estimates & Forecast, By Technology, 2018 to 2030 (USD Million)
  • 5.3. Machine Learning
    • 5.3.1. Machine Learning Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 5.4. Deep Learning
    • 5.4.1. Deep Learning Market Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 6. AI Infrastructure Market: Application Estimates & Trend Analysis

  • 6.1. Application Movement Analysis & Market Share, 2023 & 2030
  • 6.2. AI Infrastructure Market Estimates & Forecast, By Application, 2018 to 2030 (USD Million)
  • 6.3. Training
    • 6.3.1. Training Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 6.4. Inference
    • 6.4.1. Inference Market Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 7. AI Infrastructure Market: Deployment Estimates & Trend Analysis

  • 7.1. Deployment Movement Analysis & Market Share, 2023 & 2030
  • 7.2. AI Infrastructure Market Estimates & Forecast, By Deployment, 2018 to 2030 (USD Million)
  • 7.3. On-Premise
    • 7.3.1. On-Premise Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.4. Cloud
    • 7.4.1. Cloud Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 7.5. Hybrid
    • 7.5.1. Hybrid Market Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 8. AI Infrastructure Market: End-user Estimates & Trend Analysis

  • 8.1. End-user Movement Analysis & Market Share, 2023 & 2030
  • 8.2. AI Infrastructure Market Estimates & Forecast, By End-user, 2018 to 2030 (USD Million)
  • 8.3. Enterprises
    • 8.3.1. Enterprises Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.4. Government Organizations
    • 8.4.1. Government Organizations Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.5. Cloud Service Providers (CSPs)
    • 8.5.1. Cloud Service Providers (CSPs) Market Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 9. AI Infrastructure Market: Regional Estimates & Trend Analysis

  • 9.1. AI Infrastructure Market Share, By Region, 2023 & 2030, USD Billion
  • 9.2. North America
    • 9.2.1. North America AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.2.2. U.S.
      • 9.2.2.1. U.S. AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.2.3. Canada
      • 9.2.3.1. Canada AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 9.3. Europe
    • 9.3.1. Europe AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.3.2. UK
      • 9.3.2.1. UK AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.3.3. Germany
      • 9.3.3.1. Germany AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.3.4. France
      • 9.3.4.1. France AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 9.4. Asia Pacific
    • 9.4.1. Asia Pacific AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.4.2. China
      • 9.4.2.1. China AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.4.3. Japan
      • 9.4.3.1. Japan AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.4.4. India
      • 9.4.4.1. India AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.4.5. South Korea
      • 9.4.5.1. South Korea AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.4.6. Australia
      • 9.4.6.1. Australia AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 9.5. Latin America
    • 9.5.1. Latin America AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.5.2. Brazil
      • 9.5.2.1. Brazil AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.5.3. Mexico
      • 9.5.3.1. Mexico AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 9.6. Middle East and Africa
    • 9.6.1. Middle East and Africa AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.6.2. Kingdom of Saudi Arabia (KSA)
      • 9.6.2.1. Kingdom of Saudi Arabia (KSA) AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.6.3. UAE
      • 9.6.3.1. UAE AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 9.6.4. South Africa
      • 9.6.4.1. South Africa AI Infrastructure Market Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 10. AI Infrastructure Market- Competitive Landscape

  • 10.1. Recent Developments & Impact Analysis, By Key Market Participants
  • 10.2. Company Categorization
  • 10.3. Company Market Share/Position Analysis, 2023
  • 10.4. Company Heat Map Analysis
  • 10.5. Strategy Mapping
  • 10.6. Company Profiles
  • 10.7. Google LLC
    • 10.7.1. Participant's overview
    • 10.7.2. Financial performance
    • 10.7.3. Product benchmarking
    • 10.7.4. Recent developments
  • 10.8. Nvidia Corporation
    • 10.8.1. Participant's overview
    • 10.8.2. Financial performance
    • 10.8.3. Product benchmarking
    • 10.8.4. Recent developments
  • 10.9. AIBrain
    • 10.9.1. Participant's overview
    • 10.9.2. Financial performance
    • 10.9.3. Product benchmarking
    • 10.9.4. Recent developments
  • 10.10. IBM
    • 10.10.1. Participant's overview
    • 10.10.2. Financial performance
    • 10.10.3. Product benchmarking
    • 10.10.4. Recent developments
  • 10.11. Microsoft
    • 10.11.1. Participant's overview
    • 10.11.2. Financial performance
    • 10.11.3. Product benchmarking
    • 10.11.4. Recent developments
  • 10.12. ConcertAI
    • 10.12.1. Participant's overview
    • 10.12.2. Financial performance
    • 10.12.3. Product benchmarking
    • 10.12.4. Recent developments
  • 10.13. Oracle
    • 10.13.1. Participant's overview
    • 10.13.2. Financial performance
    • 10.13.3. Product benchmarking
    • 10.13.4. Recent developments
  • 10.14. Salesforce, Inc.
    • 10.14.1. Participant's overview
    • 10.14.2. Financial performance
    • 10.14.3. Product benchmarking
    • 10.14.4. Recent developments
  • 10.15. Amazon.com Inc
    • 10.15.1. Participant's overview
    • 10.15.2. Financial performance
    • 10.15.3. Product benchmarking
    • 10.15.4. Recent developments
  • 10.16. Alibaba Cloud
    • 10.16.1. Participant's overview
    • 10.16.2. Financial performance
    • 10.16.3. Product benchmarking
    • 10.16.4. Recent developments