AIインフラストラクチャの世界市場規模、シェア、産業動向分析レポート：提供製品別（ハードウェア、サーバーソフトウェア）、エンドユーザー別、導入形態別、機能別（推論、トレーニング）、技術別、地域別展望・予測、2022年～2028年

世界のAIインフラストラクチャ市場規模は、予測期間中にCAGR24.7%で成長し、2028年には1228億米ドルに達すると予測されます。

AIインフラストラクチャの市場は、企業におけるクラウド機械学習プラットフォームの採用が進み、強力なコンピューティング・データセンターにおけるAIハードウェアの需要が高まっていることから拡大しています。AIインフラストラクチャの市場は、ヘルスケア、BFSI、自動車、観光などの垂直産業におけるAi技術の利用が増加するにつれて拡大すると予想されます。また、AIインフラストラクチャの市場は、その他の理由でも拡大しています。

企業は、プロセスフローの自動化によって業務効率を高め、コストを削減するにつれて、人工知能（AI）を業務に統合することの価値を認識するようになっています。その結果、企業は自律的なプロセスを活用して業務を強化し、（例えば、AIによって駆動するチャットボットによって）顧客サービスを変革し、同時に創造性を新たな高みへと触媒するようになったのです。

COVID-19の影響分析

クラウドサービスのダイナミックな性質と、予期せぬサービス需要の急増に対応する能力により、COVID-19の発生は、多くの企業がパブリッククラウドソリューションへの移行を加速させるきっかけとなりました。COVID-19の時代には、クラウドへの移行により、企業は業務の運営方法を再構築することができました。AIサービスに対する需要の増加により、数多くのクラウドプロバイダーがAIaaSやMLaaSを提供するようになりました。このため、クラウド市場のヘルスケア分野は2020年に大きな成長を遂げました。COVID-19の対策として、多くのAIやML技術が採用されています。

市場の成長要因

Aiデータセンターにおける並列コンピューティングへの注目度上昇

データセンターでは、CPUがシリアルコンピューティングに活用され、データや命令が保持される多数のメモリ領域を追跡しています。プロセッサは、メモリ上の命令とデータを解析し、シリアルで計算を実行します。シリアル計算では、計算のステップは論理的に順序付けられ、順次実行されます。また、データセンターのプロセッサは、1つのタスクをいくつかの異なる命令セットに分割し、シリアル方式で実行します。このため、データセンターでは、特に大規模なデータや命令セットを使ってAIベースの計算を行う際に、しばしば待ち時間の問題が発生します。

企業におけるAiソフトウェアとハードウェアの需要拡大

アプリケーションによって生成されるデータ量の増加に対応するため、高度なAIソリューションには新しいハードウェアやソフトウェアが必要になることがよくあります。例えば、AIを利用したソリューションでは、データソースのアノテーションや収集、モデルの作成、処理、微調整などに関する更新が必要です。AI技術の一分野であるディープラーニングは、企業にとって最も重要な計算ワークロードの1つに成長し、AIインフラストラクチャの利用を増加させるでしょう。

市場の抑制要因

市場における熟練したプロフェッショナルの不在

AIシステムは複雑なシステムであるため、企業がAIシステムを作成、管理、統合するには、専門知識と有能なチームが必要です。AIシステムに携わる人は、機械知能、深層学習、機械学習（ML）、画像認識、認知コンピューティングなどの技術に精通している必要があります。さらに、AI技術を既存のシステムに統合するためには、十分な資金を投入した社内研究開発や特許出願が必要な困難な事業です。小さなミスでも、システム障害やソリューションの不具合につながり、結果や意図した結果に大きな影響を及ぼす可能性があります。

オファリングの展望

AIインフラストラクチャ市場は、オファリングに基づいて、ハードウェアとサーバーソフトウェアに区分されます。ハードウェアセグメントは、2021年のAIインフラストラクチャ市場で最も高い収益シェアを調達しました。プロセッサー、ストレージ、メモリー、インターコネクトは、AIインフラストラクチャを構築するために必要なハードウェアコンポーネントです。より小さく、より効果的で、より強力なゼロモーフィックチップベースのシステムは、技術の急速な進歩により、今後数年間で巨大なハードウェアデバイスを置き換えると予想されます。

テクノロジーの展望

技術に基づき、AIインフラストラクチャ市場は機械学習と深層学習に分類されます。機械学習セグメントは、2021年にAIインフラストラクチャ市場で最大の収益シェアを登録しました。それは、新しい商品の開発を助け、消費者行動の動向や運用上のビジネスパターンを企業に提供するためです。Google、Facebook、Uberなど、今日の多数のトップ企業の業務の大部分は、機械学習を中心に展開されています。

機能別の展望

機能別では、AIインフラストラクチャ市場は、トレーニングと推論に二分されます。トレーニング分野は、2021年のAIインフラストラクチャ市場で大きな収益シェアを登録しました。クラウドは、多数のサーバーにまたがる膨大なデータリポジトリにアクセスできるため、アルゴリズムを訓練するのに最適な場所です。AIアプリケーションがトレーニング中に評価するデータが多ければ多いほど、そのアルゴリズムはより効果的になります。

デプロイメントタイプの展望

AIインフラストラクチャ市場は、導入形態によって、オンプレミス、クラウド、ハイブリッドに分類されます。クラウド展開モードセグメントは、2021年のAIインフラストラクチャ市場で最も高い収益シェアを獲得しました。運用コストの削減、手間のかからない展開、高い拡張性、スピーディなデータアクセス、重要なデータへの迅速なアクセス、低い資本要件は、クラウド展開モードの利点のほんの一部に過ぎないです。

エンドユーザー向け展望

AIインフラストラクチャ市場は、エンドユーザーに基づき、企業、政府機関、クラウドサービスプロバイダーに分類されます。企業セグメントは、2021年のAIインフラストラクチャ市場で重要な収益シェアを調達しました。人工知能の利用を通じて、世界中の数多くの企業が新たな洞察、収益、効率（AI）を見出しています。また、企業は、インフラストラクチャへのアプローチ方法を変えることで、取り組みを加速できる可能性があることを学んでいます。

地域別の展望

地域別に見ると、AIインフラストラクチャ市場は、北米、欧州、アジア太平洋、LAMEAで分析されています。アジア太平洋地域は、2021年のAIインフラストラクチャ市場において有望な収益シェアを記録しました。中国におけるAIデータセンターの開発は、より多くの国内外の企業がクラウドサービスプロバイダ（CSP）やコロケーションオプションに切り替えるにつれて、変化を続けています。拡大する企業のために、より良い接続とスケーラブルなソリューションを求める企業のために、国内のAIデータセンターのニーズは急増しています。

市場参加者がとる主な戦略は、買収です。カーディナルマトリックスで提示された分析に基づき、Google LLCはAIインフラストラクチャ市場の先駆者です。Intel Corporation、Samsung Electronics Co.Ltd.、IBM Corporationなどの企業は、AI Infrastructure Marketの主要な革新者の一部です。

目次

第1章 市場範囲と調査手法

• 市場の定義
• 目的
• 市場規模
• セグメンテーション
  • AIインフラストラクチャの世界市場、オファリング別
  • AIインフラストラクチャの世界市場、エンドユーザー別
  • AIインフラストラクチャの世界市場、デプロイメントタイプ別
  • AIインフラストラクチャの世界市場、機能別
  • AIインフラストラクチャの世界市場、技術別
  • AIインフラストラクチャの世界市場、地域別
• 調査手法

第2章 市場概要

• イントロダクション
  • 概要の説明
    • 市場の構成とシナリオ
• 市場に影響を与える主な要因
  • 市場促進要因
  • 市場の抑制要因

第3章 競合分析-世界

• KBVカーディナルマトリックス
• 最近の業界全体の戦略的展開
  • パートナーシップ、コラボレーション、契約
  • 製品上市と製品拡張
  • 買収と合併
  • 事業拡大
• 市場シェア分析、2021年
• 主要成功戦略
  • 主要な主導的戦略：パーセンテージ分布（2018-2022年）
  • 主要な戦略的動き：（買収・合併：2018年、8月～2021年、12月）主要企業

第4章 世界のAIインフラストラクチャ市場：オファリング別

• ハードウェアの世界市場：地域別
• サーバーソフトウェアの世界市場：地域別

第5章 AIインフラストラクチャの世界市場：エンドユーザー別

• 世界のクラウドサービスプロバイダー地域別市場
• 世界の企業向け市場：地域別
• 世界の政府機関市場：地域別

第6章 AIインフラストラクチャの世界市場：デプロイメントタイプ別

• オンプレミスの世界市場：地域別
• ハイブリッドの世界市場：地域別
• 世界のクラウド市場：地域別

第7章 AIインフラストラクチャの世界市場：機能別

• インファレンスの世界市場：地域別
• トレーニングの世界市場：地域別

第8章 AIインフラストラクチャの世界市場：技術別

• 機械学習の世界市場：地域別
• ディープラーニングの世界市場：地域別

第9章 AIインフラストラクチャの世界市場：地域別

• 北米
  • 北米のAIインフラストラクチャの国別市場
    • 米国
    • カナダ
    • メキシコ
    • 北米の残りの地域
• 欧州
  • 欧州のAIインフラストラクチャ市場：国別
    • ドイツ
    • 英国
    • フランス
    • ロシア
    • スペイン
    • イタリア
    • その他欧州
• アジア太平洋地域
  • アジア太平洋地域のAIインフラストラクチャ市場：国別
    • 中国
    • 日本
    • インド
    • 韓国
    • シンガポール
    • マレーシア
    • その他アジア太平洋地域
• LAMEA
  • LAMEAのAIインフラストラクチャ市場：国別
    • ブラジル
    • アルゼンチン
    • UAE
    • サウジアラビア
    • 南アフリカ共和国
    • ナイジェリア
    • LAMEAの他の地域

第10章 企業プロファイル

• Oracle Corporation
• Intel Corporation
• Samsung Electronics Co., Ltd.（Samsung Group）
• IBM Corporation
• Google LLC
• Amazon Web Services, Inc.（Amazon.com, Inc.）
• Hewlett Packard Enterprise Company
• Cisco Systems, Inc.
• Dell Technologies, Inc.
• Toshiba Corporation

LIST OF TABLES

• TABLE 1 Global AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 2 Global AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 3 Partnerships, Collaborations and Agreements- AI Infrastructure Market
• TABLE 4 Product Launches And Product Expansions- AI Infrastructure Market
• TABLE 5 Acquisition and Mergers- AI Infrastructure Market
• TABLE 6 Business Expansions - AI Infrastructure Market
• TABLE 7 Global AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 8 Global AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 9 Global Hardware Market by Region, 2018 - 2021, USD Million
• TABLE 10 Global Hardware Market by Region, 2022 - 2028, USD Million
• TABLE 11 Global Server Software Market by Region, 2018 - 2021, USD Million
• TABLE 12 Global Server Software Market by Region, 2022 - 2028, USD Million
• TABLE 13 Global AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 14 Global AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 15 Global Cloud Service Providers Market by Region, 2018 - 2021, USD Million
• TABLE 16 Global Cloud Service Providers Market by Region, 2022 - 2028, USD Million
• TABLE 17 Global Enterprises Market by Region, 2018 - 2021, USD Million
• TABLE 18 Global Enterprises Market by Region, 2022 - 2028, USD Million
• TABLE 19 Global Government Organizations Market by Region, 2018 - 2021, USD Million
• TABLE 20 Global Government Organizations Market by Region, 2022 - 2028, USD Million
• TABLE 21 Global AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 22 Global AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 23 Global On-premise Market by Region, 2018 - 2021, USD Million
• TABLE 24 Global On-premise Market by Region, 2022 - 2028, USD Million
• TABLE 25 Global Hybrid Market by Region, 2018 - 2021, USD Million
• TABLE 26 Global Hybrid Market by Region, 2022 - 2028, USD Million
• TABLE 27 Global Cloud Market by Region, 2018 - 2021, USD Million
• TABLE 28 Global Cloud Market by Region, 2022 - 2028, USD Million
• TABLE 29 Global AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 30 Global AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 31 Global Inference Market by Region, 2018 - 2021, USD Million
• TABLE 32 Global Inference Market by Region, 2022 - 2028, USD Million
• TABLE 33 Global Training Market by Region, 2018 - 2021, USD Million
• TABLE 34 Global Training Market by Region, 2022 - 2028, USD Million
• TABLE 35 Global AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 36 Global AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 37 Global Machine Learning Market by Region, 2018 - 2021, USD Million
• TABLE 38 Global Machine Learning Market by Region, 2022 - 2028, USD Million
• TABLE 39 Global Deep Learning Market by Region, 2018 - 2021, USD Million
• TABLE 40 Global Deep Learning Market by Region, 2022 - 2028, USD Million
• TABLE 41 Global AI Infrastructure Market by Region, 2018 - 2021, USD Million
• TABLE 42 Global AI Infrastructure Market by Region, 2022 - 2028, USD Million
• TABLE 43 North America AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 44 North America AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 45 North America AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 46 North America AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 47 North America Hardware Market by Country, 2018 - 2021, USD Million
• TABLE 48 North America Hardware Market by Country, 2022 - 2028, USD Million
• TABLE 49 North America Server Software Market by Country, 2018 - 2021, USD Million
• TABLE 50 North America Server Software Market by Country, 2022 - 2028, USD Million
• TABLE 51 North America AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 52 North America AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 53 North America Cloud Service Providers Market by Country, 2018 - 2021, USD Million
• TABLE 54 North America Cloud Service Providers Market by Country, 2022 - 2028, USD Million
• TABLE 55 North America Enterprises Market by Country, 2018 - 2021, USD Million
• TABLE 56 North America Enterprises Market by Country, 2022 - 2028, USD Million
• TABLE 57 North America Government Organizations Market by Country, 2018 - 2021, USD Million
• TABLE 58 North America Government Organizations Market by Country, 2022 - 2028, USD Million
• TABLE 59 North America AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 60 North America AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 61 North America On-premise Market by Country, 2018 - 2021, USD Million
• TABLE 62 North America On-premise Market by Country, 2022 - 2028, USD Million
• TABLE 63 North America Hybrid Market by Country, 2018 - 2021, USD Million
• TABLE 64 North America Hybrid Market by Country, 2022 - 2028, USD Million
• TABLE 65 North America Cloud Market by Country, 2018 - 2021, USD Million
• TABLE 66 North America Cloud Market by Country, 2022 - 2028, USD Million
• TABLE 67 North America AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 68 North America AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 69 North America Inference Market by Country, 2018 - 2021, USD Million
• TABLE 70 North America Inference Market by Country, 2022 - 2028, USD Million
• TABLE 71 North America Training Market by Country, 2018 - 2021, USD Million
• TABLE 72 North America Training Market by Country, 2022 - 2028, USD Million
• TABLE 73 North America AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 74 North America AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 75 North America Machine Learning Market by Country, 2018 - 2021, USD Million
• TABLE 76 North America Machine Learning Market by Country, 2022 - 2028, USD Million
• TABLE 77 North America Deep Learning Market by Country, 2018 - 2021, USD Million
• TABLE 78 North America Deep Learning Market by Country, 2022 - 2028, USD Million
• TABLE 79 North America AI Infrastructure Market by Country, 2018 - 2021, USD Million
• TABLE 80 North America AI Infrastructure Market by Country, 2022 - 2028, USD Million
• TABLE 81 US AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 82 US AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 83 US AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 84 US AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 85 US AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 86 US AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 87 US AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 88 US AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 89 US AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 90 US AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 91 US AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 92 US AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 93 Canada AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 94 Canada AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 95 Canada AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 96 Canada AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 97 Canada AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 98 Canada AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 99 Canada AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 100 Canada AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 101 Canada AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 102 Canada AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 103 Canada AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 104 Canada AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 105 Mexico AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 106 Mexico AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 107 Mexico AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 108 Mexico AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 109 Mexico AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 110 Mexico AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 111 Mexico AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 112 Mexico AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 113 Mexico AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 114 Mexico AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 115 Mexico AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 116 Mexico AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 117 Rest of North America AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 118 Rest of North America AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 119 Rest of North America AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 120 Rest of North America AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 121 Rest of North America AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 122 Rest of North America AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 123 Rest of North America AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 124 Rest of North America AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 125 Rest of North America AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 126 Rest of North America AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 127 Rest of North America AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 128 Rest of North America AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 129 Europe AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 130 Europe AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 131 Europe AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 132 Europe AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 133 Europe Hardware Market by Country, 2018 - 2021, USD Million
• TABLE 134 Europe Hardware Market by Country, 2022 - 2028, USD Million
• TABLE 135 Europe Server Software Market by Country, 2018 - 2021, USD Million
• TABLE 136 Europe Server Software Market by Country, 2022 - 2028, USD Million
• TABLE 137 Europe AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 138 Europe AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 139 Europe Cloud Service Providers Market by Country, 2018 - 2021, USD Million
• TABLE 140 Europe Cloud Service Providers Market by Country, 2022 - 2028, USD Million
• TABLE 141 Europe Enterprises Market by Country, 2018 - 2021, USD Million
• TABLE 142 Europe Enterprises Market by Country, 2022 - 2028, USD Million
• TABLE 143 Europe Government Organizations Market by Country, 2018 - 2021, USD Million
• TABLE 144 Europe Government Organizations Market by Country, 2022 - 2028, USD Million
• TABLE 145 Europe AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 146 Europe AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 147 Europe On-premise Market by Country, 2018 - 2021, USD Million
• TABLE 148 Europe On-premise Market by Country, 2022 - 2028, USD Million
• TABLE 149 Europe Hybrid Market by Country, 2018 - 2021, USD Million
• TABLE 150 Europe Hybrid Market by Country, 2022 - 2028, USD Million
• TABLE 151 Europe Cloud Market by Country, 2018 - 2021, USD Million
• TABLE 152 Europe Cloud Market by Country, 2022 - 2028, USD Million
• TABLE 153 Europe AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 154 Europe AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 155 Europe Inference Market by Country, 2018 - 2021, USD Million
• TABLE 156 Europe Inference Market by Country, 2022 - 2028, USD Million
• TABLE 157 Europe Training Market by Country, 2018 - 2021, USD Million
• TABLE 158 Europe Training Market by Country, 2022 - 2028, USD Million
• TABLE 159 Europe AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 160 Europe AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 161 Europe Machine Learning Market by Country, 2018 - 2021, USD Million
• TABLE 162 Europe Machine Learning Market by Country, 2022 - 2028, USD Million
• TABLE 163 Europe Deep Learning Market by Country, 2018 - 2021, USD Million
• TABLE 164 Europe Deep Learning Market by Country, 2022 - 2028, USD Million
• TABLE 165 Europe AI Infrastructure Market by Country, 2018 - 2021, USD Million
• TABLE 166 Europe AI Infrastructure Market by Country, 2022 - 2028, USD Million
• TABLE 167 Germany AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 168 Germany AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 169 Germany AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 170 Germany AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 171 Germany AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 172 Germany AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 173 Germany AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 174 Germany AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 175 Germany AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 176 Germany AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 177 Germany AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 178 Germany AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 179 UK AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 180 UK AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 181 UK AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 182 UK AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 183 UK AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 184 UK AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 185 UK AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 186 UK AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 187 UK AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 188 UK AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 189 UK AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 190 UK AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 191 France AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 192 France AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 193 France AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 194 France AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 195 France AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 196 France AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 197 France AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 198 France AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 199 France AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 200 France AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 201 France AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 202 France AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 203 Russia AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 204 Russia AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 205 Russia AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 206 Russia AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 207 Russia AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 208 Russia AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 209 Russia AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 210 Russia AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 211 Russia AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 212 Russia AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 213 Russia AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 214 Russia AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 215 Spain AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 216 Spain AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 217 Spain AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 218 Spain AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 219 Spain AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 220 Spain AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 221 Spain AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 222 Spain AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 223 Spain AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 224 Spain AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 225 Spain AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 226 Spain AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 227 Italy AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 228 Italy AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 229 Italy AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 230 Italy AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 231 Italy AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 232 Italy AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 233 Italy AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 234 Italy AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 235 Italy AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 236 Italy AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 237 Italy AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 238 Italy AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 239 Rest of Europe AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 240 Rest of Europe AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 241 Rest of Europe AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 242 Rest of Europe AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 243 Rest of Europe AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 244 Rest of Europe AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 245 Rest of Europe AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 246 Rest of Europe AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 247 Rest of Europe AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 248 Rest of Europe AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 249 Rest of Europe AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 250 Rest of Europe AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 251 Asia Pacific AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 252 Asia Pacific AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 253 Asia Pacific AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 254 Asia Pacific AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 255 Asia Pacific Hardware Market by Country, 2018 - 2021, USD Million
• TABLE 256 Asia Pacific Hardware Market by Country, 2022 - 2028, USD Million
• TABLE 257 Asia Pacific Server Software Market by Country, 2018 - 2021, USD Million
• TABLE 258 Asia Pacific Server Software Market by Country, 2022 - 2028, USD Million
• TABLE 259 Asia Pacific AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 260 Asia Pacific AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 261 Asia Pacific Cloud Service Providers Market by Country, 2018 - 2021, USD Million
• TABLE 262 Asia Pacific Cloud Service Providers Market by Country, 2022 - 2028, USD Million
• TABLE 263 Asia Pacific Enterprises Market by Country, 2018 - 2021, USD Million
• TABLE 264 Asia Pacific Enterprises Market by Country, 2022 - 2028, USD Million
• TABLE 265 Asia Pacific Government Organizations Market by Country, 2018 - 2021, USD Million
• TABLE 266 Asia Pacific Government Organizations Market by Country, 2022 - 2028, USD Million
• TABLE 267 Asia Pacific AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 268 Asia Pacific AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 269 Asia Pacific On-premise Market by Country, 2018 - 2021, USD Million
• TABLE 270 Asia Pacific On-premise Market by Country, 2022 - 2028, USD Million
• TABLE 271 Asia Pacific Hybrid Market by Country, 2018 - 2021, USD Million
• TABLE 272 Asia Pacific Hybrid Market by Country, 2022 - 2028, USD Million
• TABLE 273 Asia Pacific Cloud Market by Country, 2018 - 2021, USD Million
• TABLE 274 Asia Pacific Cloud Market by Country, 2022 - 2028, USD Million
• TABLE 275 Asia Pacific AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 276 Asia Pacific AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 277 Asia Pacific Inference Market by Country, 2018 - 2021, USD Million
• TABLE 278 Asia Pacific Inference Market by Country, 2022 - 2028, USD Million
• TABLE 279 Asia Pacific Training Market by Country, 2018 - 2021, USD Million
• TABLE 280 Asia Pacific Training Market by Country, 2022 - 2028, USD Million
• TABLE 281 Asia Pacific AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 282 Asia Pacific AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 283 Asia Pacific Machine Learning Market by Country, 2018 - 2021, USD Million
• TABLE 284 Asia Pacific Machine Learning Market by Country, 2022 - 2028, USD Million
• TABLE 285 Asia Pacific Deep Learning Market by Country, 2018 - 2021, USD Million
• TABLE 286 Asia Pacific Deep Learning Market by Country, 2022 - 2028, USD Million
• TABLE 287 Asia Pacific AI Infrastructure Market by Country, 2018 - 2021, USD Million
• TABLE 288 Asia Pacific AI Infrastructure Market by Country, 2022 - 2028, USD Million
• TABLE 289 China AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 290 China AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 291 China AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 292 China AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 293 China AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 294 China AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 295 China AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 296 China AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 297 China AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 298 China AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 299 China AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 300 China AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 301 Japan AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 302 Japan AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 303 Japan AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 304 Japan AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 305 Japan AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 306 Japan AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 307 Japan AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 308 Japan AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 309 Japan AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 310 Japan AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 311 Japan AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 312 Japan AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 313 India AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 314 India AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 315 India AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 316 India AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 317 India AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 318 India AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 319 India AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 320 India AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 321 India AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 322 India AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 323 India AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 324 India AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 325 South Korea AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 326 South Korea AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 327 South Korea AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 328 South Korea AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 329 South Korea AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 330 South Korea AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 331 South Korea AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 332 South Korea AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 333 South Korea AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 334 South Korea AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 335 South Korea AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 336 South Korea AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 337 Singapore AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 338 Singapore AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 339 Singapore AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 340 Singapore AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 341 Singapore AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 342 Singapore AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 343 Singapore AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 344 Singapore AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 345 Singapore AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 346 Singapore AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 347 Singapore AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 348 Singapore AI Infrastructure Market by Technology, 2022 - 2028, USD Million

• TABLE 349 Malaysia AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 350 Malaysia AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 351 Malaysia AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 352 Malaysia AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 353 Malaysia AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 354 Malaysia AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 355 Malaysia AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 356 Malaysia AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 357 Malaysia AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 358 Malaysia AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 359 Malaysia AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 360 Malaysia AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 361 Rest of Asia Pacific AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 362 Rest of Asia Pacific AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 363 Rest of Asia Pacific AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 364 Rest of Asia Pacific AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 365 Rest of Asia Pacific AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 366 Rest of Asia Pacific AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 367 Rest of Asia Pacific AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 368 Rest of Asia Pacific AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 369 Rest of Asia Pacific AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 370 Rest of Asia Pacific AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 371 Rest of Asia Pacific AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 372 Rest of Asia Pacific AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 373 LAMEA AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 374 LAMEA AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 375 LAMEA AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 376 LAMEA AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 377 LAMEA Hardware Market by Country, 2018 - 2021, USD Million
• TABLE 378 LAMEA Hardware Market by Country, 2022 - 2028, USD Million
• TABLE 379 LAMEA Server Software Market by Country, 2018 - 2021, USD Million
• TABLE 380 LAMEA Server Software Market by Country, 2022 - 2028, USD Million
• TABLE 381 LAMEA AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 382 LAMEA AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 383 LAMEA Cloud Service Providers Market by Country, 2018 - 2021, USD Million
• TABLE 384 LAMEA Cloud Service Providers Market by Country, 2022 - 2028, USD Million
• TABLE 385 LAMEA Enterprises Market by Country, 2018 - 2021, USD Million
• TABLE 386 LAMEA Enterprises Market by Country, 2022 - 2028, USD Million
• TABLE 387 LAMEA Government Organizations Market by Country, 2018 - 2021, USD Million
• TABLE 388 LAMEA Government Organizations Market by Country, 2022 - 2028, USD Million
• TABLE 389 LAMEA AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 390 LAMEA AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 391 LAMEA On-premise Market by Country, 2018 - 2021, USD Million
• TABLE 392 LAMEA On-premise Market by Country, 2022 - 2028, USD Million
• TABLE 393 LAMEA Hybrid Market by Country, 2018 - 2021, USD Million
• TABLE 394 LAMEA Hybrid Market by Country, 2022 - 2028, USD Million
• TABLE 395 LAMEA Cloud Market by Country, 2018 - 2021, USD Million
• TABLE 396 LAMEA Cloud Market by Country, 2022 - 2028, USD Million
• TABLE 397 LAMEA AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 398 LAMEA AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 399 LAMEA Inference Market by Country, 2018 - 2021, USD Million
• TABLE 400 LAMEA Inference Market by Country, 2022 - 2028, USD Million
• TABLE 401 LAMEA Training Market by Country, 2018 - 2021, USD Million
• TABLE 402 LAMEA Training Market by Country, 2022 - 2028, USD Million
• TABLE 403 LAMEA AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 404 LAMEA AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 405 LAMEA Machine Learning Market by Country, 2018 - 2021, USD Million
• TABLE 406 LAMEA Machine Learning Market by Country, 2022 - 2028, USD Million
• TABLE 407 LAMEA Deep Learning Market by Country, 2018 - 2021, USD Million
• TABLE 408 LAMEA Deep Learning Market by Country, 2022 - 2028, USD Million
• TABLE 409 LAMEA AI Infrastructure Market by Country, 2018 - 2021, USD Million
• TABLE 410 LAMEA AI Infrastructure Market by Country, 2022 - 2028, USD Million
• TABLE 411 Brazil AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 412 Brazil AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 413 Brazil AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 414 Brazil AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 415 Brazil AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 416 Brazil AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 417 Brazil AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 418 Brazil AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 419 Brazil AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 420 Brazil AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 421 Brazil AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 422 Brazil AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 423 Argentina AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 424 Argentina AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 425 Argentina AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 426 Argentina AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 427 Argentina AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 428 Argentina AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 429 Argentina AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 430 Argentina AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 431 Argentina AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 432 Argentina AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 433 Argentina AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 434 Argentina AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 435 UAE AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 436 UAE AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 437 UAE AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 438 UAE AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 439 UAE AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 440 UAE AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 441 UAE AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 442 UAE AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 443 UAE AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 444 UAE AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 445 UAE AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 446 UAE AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 447 Saudi Arabia AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 448 Saudi Arabia AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 449 Saudi Arabia AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 450 Saudi Arabia AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 451 Saudi Arabia AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 452 Saudi Arabia AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 453 Saudi Arabia AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 454 Saudi Arabia AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 455 Saudi Arabia AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 456 Saudi Arabia AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 457 Saudi Arabia AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 458 Saudi Arabia AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 459 South Africa AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 460 South Africa AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 461 South Africa AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 462 South Africa AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 463 South Africa AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 464 South Africa AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 465 South Africa AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 466 South Africa AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 467 South Africa AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 468 South Africa AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 469 South Africa AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 470 South Africa AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 471 Nigeria AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 472 Nigeria AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 473 Nigeria AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 474 Nigeria AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 475 Nigeria AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 476 Nigeria AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 477 Nigeria AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 478 Nigeria AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 479 Nigeria AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 480 Nigeria AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 481 Nigeria AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 482 Nigeria AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 483 Rest of LAMEA AI Infrastructure Market, 2018 - 2021, USD Million
• TABLE 484 Rest of LAMEA AI Infrastructure Market, 2022 - 2028, USD Million
• TABLE 485 Rest of LAMEA AI Infrastructure Market by Offering, 2018 - 2021, USD Million
• TABLE 486 Rest of LAMEA AI Infrastructure Market by Offering, 2022 - 2028, USD Million
• TABLE 487 Rest of LAMEA AI Infrastructure Market by End user, 2018 - 2021, USD Million
• TABLE 488 Rest of LAMEA AI Infrastructure Market by End user, 2022 - 2028, USD Million
• TABLE 489 Rest of LAMEA AI Infrastructure Market by Deployment Type, 2018 - 2021, USD Million
• TABLE 490 Rest of LAMEA AI Infrastructure Market by Deployment Type, 2022 - 2028, USD Million
• TABLE 491 Rest of LAMEA AI Infrastructure Market by Function, 2018 - 2021, USD Million
• TABLE 492 Rest of LAMEA AI Infrastructure Market by Function, 2022 - 2028, USD Million
• TABLE 493 Rest of LAMEA AI Infrastructure Market by Technology, 2018 - 2021, USD Million
• TABLE 494 Rest of LAMEA AI Infrastructure Market by Technology, 2022 - 2028, USD Million
• TABLE 495 Key Information - Oracle Corporation
• TABLE 496 Key Information - Intel Corporation
• TABLE 497 Key Information - Samsung Electronics Co., Ltd.
• TABLE 498 Key information - IBM Corporation
• TABLE 499 Key Information - Google LLC
• TABLE 500 Key Information - Amazon Web Services, Inc.
• TABLE 501 key information - Hewlett Packard Enterprise Company
• TABLE 502 Key Information - Cisco Systems, Inc.
• TABLE 503 Key Information - Dell Technologies, Inc.
• TABLE 504 Key Information - Toshiba Corporation

List of Figures

• FIG 1 Methodology for the research
• FIG 2 KBV Cardinal Matrix
• FIG 3 Market Share Analysis, 2021
• FIG 4 Key Leading Strategies: Percentage Distribution (2018-2022)
• FIG 5 Key Strategic Move: (Acquisition and Mergers: 2018, Aug - 2021, Dec) Leading Players
• FIG 6 Global AI Infrastructure Market Share by Offering, 2021
• FIG 7 Global AI Infrastructure Market Share by Offering, 2028
• FIG 8 Global AI Infrastructure Market by Offering, 2018 - 2028, USD Million
• FIG 9 Global AI Infrastructure Market Share by End user, 2021
• FIG 10 Global AI Infrastructure Market Share by End user, 2028
• FIG 11 Global AI Infrastructure Market by End user, 2018 - 2028, USD Million
• FIG 12 Global AI Infrastructure Market Share by Deployment Type, 2021
• FIG 13 Global AI Infrastructure Market Share by Deployment Type, 2028
• FIG 14 Global AI Infrastructure Market by Deployment Type, 2018 - 2028, USD Million
• FIG 15 Global AI Infrastructure Market Share by Function, 2021
• FIG 16 Global AI Infrastructure Market Share by Function, 2028
• FIG 17 Global AI Infrastructure Market by Function, 2018 - 2028, USD Million
• FIG 18 Global AI Infrastructure Market Share by Technology, 2021
• FIG 19 Global AI Infrastructure Market Share by Technology, 2028
• FIG 20 Global AI Infrastructure Market by Technology, 2018 - 2028, USD Million
• FIG 21 Global AI Infrastructure Market Share by Region, 2021
• FIG 22 Global AI Infrastructure Market Share by Region, 2028
• FIG 23 Global AI Infrastructure Market by Region, 2018 - 2028, USD Million
• FIG 24 SWOT analysis: Oracle Corporation
• FIG 25 SWOT analysis: Intel corporation
• FIG 26 SWOT Analysis: Samsung Electronics CO. Ltd.
• FIG 27 Swot analysis: IBM Corporation
• FIG 28 SWOT Analysis: Alphabet Inc. (Google LLC)
• FIG 29 SWOT analysis: Amazon.com, Inc.
• FIG 30 SWOT analysis: Hewlett-Packard enterprise Company
• FIG 31 SWOT Analysis: Cisco Systems, Inc.
• FIG 32 SWOT Analysis: Dell Technologies, Inc.
• FIG 33 SWOT Analysis: Toshiba Corporation

The Global AI Infrastructure Market size is expected to reach $122.8 billion by 2028, rising at a market growth of 24.7% CAGR during the forecast period.

Platforms for building intelligent applications that really are predictive, self-healing, and need little human interaction are known as artificial intelligence (AI) infrastructure. Innovative technologies such as Mobility, IoT, and Big Data are straining IT infrastructure. More than ever, the requirement for intelligent infrastructure is essential for maximizing the potential of AI systems. Every stage of the machine learning workflow is supported by AI infrastructure.

It enables the management and availability of computer resources for the development, testing, and deployment of AI algorithms by data engineers, data scientists, DevOps teams, and software developers. The workload is mapped to the appropriate setup of servers and virtual machines using AI infrastructure. Organizations can now concentrate on resource use, capacity planning, storage management, anomaly detection,

The market for AI infrastructure is expanding as a result of rising adoption of cloud machine learning platforms in businesses and rising demand for AI hardware in strong computing data centres. The market for AI infrastructure is anticipated to grow as the use of Ai technologies in vertical industries like healthcare, BFSI, automotive, and tourism increases. The market for AI infrastructure is also expanding for other reasons.

As businesses increase operational effectiveness and cut costs by automating process flows, they are coming to see the value of integrating artificial intelligence (AI) into their business operations. As a result, businesses have started utilizing autonomous processes to enhance operations and transform customer service (for instance, through chatbots driven by AI), all the while catalyzing creativity to new heights.

COVID-19 Impact Analysis

Due to the dynamic nature of cloud services and their ability to handle unanticipated surges in service demand, the COVID-19 outbreak led many enterprises to expedite their migrations to public cloud solutions. In the era of COVID-19, cloud migrations let enterprises reimagine how they run their operations. Numerous cloud providers now deliver AIaaS and MLaaS due to the increase in demand for AI services. Due to this, the healthcare sector of the cloud market had significant growth in 2020. A lot of AI and ML technology is being employed to combat COVID-19.

Market Growth Factors

Increasing Focus On Parallel Computing In Ai Data Centers

In data centres, CPUs are utilised for serial computing to keep track of a number of memory regions where data and instructions are kept. A processor analyses the instructions and data at the memory locations to perform computations in serial. The steps of a computation are logically ordered and sequential in serial computation. In addition, a processor at a data centre divides a single task into a number of distinct instructions sets that are carried out in a serial fashion. This frequently causes latency issues in data centres, especially when performing AI-based calculations with large data and instruction sets.

Rising Demand For Ai Software And Hardware Among Enterprises

In order to keep up with the growing volume of data created by applications, advanced AI solutions frequently necessitate new hardware and software. These AI-based solutions, for instance, require updates regarding the annotation and collection of data sources, as well as the creation, processing, and fine-tuning of models when more data becomes available. Deep learning, a branch of AI technology, has grown to be one of the most significant computational workloads for businesses and will increase the use of AI infrastructure.

Market Restraining Factors

Absence Of Skilled Professionals In The Market

Companies need expertise and a competent team to create, manage, and integrate AI systems because they are a complicated system. People working with AI systems must be knowledgeable about technologies including machine intelligence, deep learning, machine learning (ML), image recognition, and cognitive computing. Additionally, it is a difficult undertaking that necessitates well-funded internal R&D and patent filing to integrate AI technology into already-existing systems. Even small mistakes can result in system failure or solution malfunction, which can have a significant impact on the result and intended results.

Offering Outlook

On the basis of offering, the AI infrastructure market is segmented into Hardware and Server Software. Hardware segment procured the highest revenue share in the AI infrastructure market in 2021. Processors, storage, memory, and interconnects are hardware components needed to create an AI infrastructure. Smaller, more effective, and more potent xeromorphic chip-based systems are anticipated to displace huge hardware devices in the upcoming years due to the rapid advancement of technology.

Technology Outlook

Based on technology, the AI infrastructure market is classified into Machine Learning and Deep Learning. Machine Learning segment registered the largest revenue share in the AI infrastructure market in 2021. It is because it aids in the development of new goods and provides businesses with a picture of trends in consumer behaviour and operational business patterns. A significant portion of the operations of numerous of today's top businesses, like Google, Facebook, and Uber, revolve around machine learning.

Function Outlook

By function, the AI infrastructure market is bifurcated into Training and Inference. Training segment registered a significant revenue share in the AI infrastructure market in 2021. The cloud is a great place to train algorithms because it gives users access to enormous data repositories across many servers. The more data an AI application evaluates during training, the more effective its algorithm would become.

Deployment Type Outlook

On the basis of deployment, the AI infrastructure market is fragmented into On-premises, Cloud and Hybrid. The cloud deployment mode segment procured the highest revenue share in the AI infrastructure market in 2021. Reduced operational expenses, fuss-free deployment, high scalability, speedy data accessibility, quicker access to crucial data, and low capital requirements are just a few advantages of cloud deployment mode.

End-User Outlook

Based on end-user, the AI infrastructure market is categorized into Enterprises, Government Organizations and Cloud Service Providers. The enterprises segment procured a significant revenue share in the AI infrastructure market in 2021. Through the usage of artificial intelligence, numerous businesses around the world are finding new insights, revenue, and efficiencies (AI). Companies are also learning that by changing the way they approach their infrastructure, they may speed up their initiatives.

Regional Outlook

Region-wise, the AI infrastructure market is analyzed across North America, Europe, Asia Pacific and LAMEA. Asia Pacific registered a promising revenue share in the AI infrastructure market in 2021. The development of AI data centres in China is continuing to change as more domestic and international businesses switch to cloud service providers (CSPs) and co-location options. Due to companies looking for better connection and scalable solutions for their expanding enterprises, the need for AI data centres in the nation has surged.

The major strategies followed by the market participants are Acquisitions. Based on the Analysis presented in the Cardinal matrix; Google LLC is the forerunners in the AI Infrastructure Market. Companies such as Intel Corporation, Samsung Electronics Co., Ltd., IBM Corporation are some of the key innovators in AI Infrastructure Market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Oracle Corporation, Intel Corporation, Samsung Electronics Co., Ltd. (Samsung Group), IBM Corporation, Google LLC, Amazon Web Services, Inc. (Amazon.com, Inc.), Hewlett-Packard Enterprise Company, Cisco Systems, Inc., Dell Technologies, Inc., and Toshiba Corporation.

Recent Strategies Deployed in AI Infrastructure Market

Partnership, Collaboration and Agreement:

Jul-2022: Google entered into a partnership with Northwell Health, the largest healthcare system in New York. This partnership aimed to use Google's machine learning (ML), artificial intelligence (AI), and cloud capabilities. Additionally, the partnership would escalate the health system's digital transformation by utilizing cloud technology and artificial intelligence (AI), to enhance clinician experience, patient care, and operational efficiency.

Product Launch and Product Expansion:

May-2021: Google Cloud announced Vertex AI, a new managed machine learning platform that is meant to make it easier for developers to deploy and maintain their AI models. it enables serious deployments for a new generation of AI that will empower data scientists and engineers to do fulfilling and creative work. Ultimately, our goal with Vertex is to reduce the time to ROI for these enterprises, to make sure that they cannot just build a model but get real value from the models they're building.

Apr-2021: Intel released its most advanced artificial intelligence-based data center platform. This platform would offer a substantial performance boost as compared with the previous generation, with an average 46% advancement on popular data center workloads.

Acquisition and Merger:

Dec-2021: Oracle Corporation acquired Cerner Corporation, an American supplier of health information technology services, devices, and hardware. This acquisition aimed to assist Oracle to scale up its cloud business in the hospital and health system market.

Nov-2021: IBM today announced the acquisition of SXiQ, an Australian digital transformation services company specializing in cloud applications, cloud platforms and cloud cybersecurity. IBM's acquisition of SXiQ brings additional hybrid and multicloud expertise that is at the core of open innovation for clients. SXiQ will enhance IBM Consulting's capabilities in Australia and New Zealand to modernize applications and technology infrastructure in the cloud.

Jun-2021: Hewlett Packard Enterprise completed the acquisition of Determined AI, a San Francisco-based startup. This acquisition aimed to provide a strong and robust software stack to train AI models quicker, at any scale, utilizing its open source machine learning (ML) platform.

Jun-2021: IBM today announced the closing of its acquisition of Turbonomic, Inc., an Application Resource Management (ARM) and Network Performance Management (NPM) software provider based in Boston, MA. Now that Turbonomic is a part of our portfolio, IBM is the only company providing a one-stop shop of AI-powered automation capabilities, all built on Red Hat OpenShift to run anywhere.

Jan-2020: Samsung acquired TeleWorld Solutions, a strategic wireless engineering and consulting firm. This acquisition aimed to allow Samsung to fulfill mobile carriers' increasing requirements for enhancing their 4G and 5G networks, and eventually develop new opportunities to improve its service capabilities to the customers.

Business Expansion:

May-2021: Dell introduced the flagship Apex services brand. Under this expansion, Dell launched Apex Custom Solutions, Apex Data Storage Services, and the Apex Console. Apex Data Storage Services provides three performance tiers of the block along with file enterprise storage, and capacity starting as low as 50 terabytes.

Scope of the Study

Market Segments covered in the Report:

By Offering

• Hardware
• Server Software

By End User

• Cloud Service Providers
• Enterprises
• Government Organizations

By Deployment Type

• On-premise
• Hybrid
• Cloud

By Function

• Inference
• Training

By Technology

• Machine Learning
• Deep Learning

By Geography

• North America
  • US
  • Canada
  • Mexico
  • Rest of North America
• Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
• Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia Pacific
• LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA

Companies Profiled

• Oracle Corporation
• Intel Corporation
• Samsung Electronics Co., Ltd. (Samsung Group)
• IBM Corporation
• Google LLC
• Amazon Web Services, Inc. (Amazon.com, Inc.)
• Hewlett-Packard Enterprise Company
• Cisco Systems, Inc.
• Dell Technologies, Inc.
• Toshiba Corporation

Unique Offerings from KBV Research

• Exhaustive coverage
• Highest number of market tables and figures
• Subscription based model available
• Guaranteed best price
• Assured post sales research support with 10% customization free

Table of Contents

Chapter 1. Market Scope & Methodology

• 1.1 Market Definition
• 1.2 Objectives
• 1.3 Market Scope
• 1.4 Segmentation
  • 1.4.1 Global AI Infrastructure Market, by Offering
  • 1.4.2 Global AI Infrastructure Market, by End User
  • 1.4.3 Global AI Infrastructure Market, by Deployment Type
  • 1.4.4 Global AI Infrastructure Market, by Function
  • 1.4.5 Global AI Infrastructure Market, by Technology
  • 1.4.6 Global AI Infrastructure Market, by Geography
• 1.5 Methodology for the research

Chapter 2. Market Overview

• 2.1 Introduction
  • 2.1.1 Overview
    • 2.1.1.1 Market Composition and Scenario
• 2.2 Key Factors Impacting the Market
  • 2.2.1 Market Drivers
  • 2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global

• 3.1 KBV Cardinal Matrix
• 3.2 Recent Industry Wide Strategic Developments
  • 3.2.1 Partnerships, Collaborations and Agreements
  • 3.2.2 Product Launches and Product Expansions
  • 3.2.3 Acquisition and Mergers
  • 3.2.4 Business Expansions
• 3.3 Market Share Analysis, 2021
• 3.4 Top Winning Strategies
  • 3.4.1 Key Leading Strategies: Percentage Distribution (2018-2022)
  • 3.4.2 Key Strategic Move: (Acquisition and Mergers: 2018, Aug - 2021, Dec) Leading Players

Chapter 4. Global AI Infrastructure Market by Offering

• 4.1 Global Hardware Market by Region
• 4.2 Global Server Software Market by Region

Chapter 5. Global AI Infrastructure Market by End user

• 5.1 Global Cloud Service Providers Market by Region
• 5.2 Global Enterprises Market by Region
• 5.3 Global Government Organizations Market by Region

Chapter 6. Global AI Infrastructure Market by Deployment Type

• 6.1 Global On-premise Market by Region
• 6.2 Global Hybrid Market by Region
• 6.3 Global Cloud Market by Region

Chapter 7. Global AI Infrastructure Market by Function

• 7.1 Global Inference Market by Region
• 7.2 Global Training Market by Region

Chapter 8. Global AI Infrastructure Market by Technology

• 8.1 Global Machine Learning Market by Region
• 8.2 Global Deep Learning Market by Region

Chapter 9. Global AI Infrastructure Market by Region

• 9.1 North America AI Infrastructure Market
  • 9.1.1 North America AI Infrastructure Market by Offering
    • 9.1.1.1 North America Hardware Market by Country
    • 9.1.1.2 North America Server Software Market by Country
  • 9.1.2 North America AI Infrastructure Market by End user
    • 9.1.2.1 North America Cloud Service Providers Market by Country
    • 9.1.2.2 North America Enterprises Market by Country
    • 9.1.2.3 North America Government Organizations Market by Country
  • 9.1.3 North America AI Infrastructure Market by Deployment Type
    • 9.1.3.1 North America On-premise Market by Country
    • 9.1.3.2 North America Hybrid Market by Country
    • 9.1.3.3 North America Cloud Market by Country
  • 9.1.4 North America AI Infrastructure Market by Function
    • 9.1.4.1 North America Inference Market by Country
    • 9.1.4.2 North America Training Market by Country
  • 9.1.5 North America AI Infrastructure Market by Technology
    • 9.1.5.1 North America Machine Learning Market by Country
    • 9.1.5.2 North America Deep Learning Market by Country
  • 9.1.6 North America AI Infrastructure Market by Country
    • 9.1.6.1 US AI Infrastructure Market
      • 9.1.6.1.1 US AI Infrastructure Market by Offering
      • 9.1.6.1.2 US AI Infrastructure Market by End user
      • 9.1.6.1.3 US AI Infrastructure Market by Deployment Type
      • 9.1.6.1.4 US AI Infrastructure Market by Function
      • 9.1.6.1.5 US AI Infrastructure Market by Technology
    • 9.1.6.2 Canada AI Infrastructure Market
      • 9.1.6.2.1 Canada AI Infrastructure Market by Offering
      • 9.1.6.2.2 Canada AI Infrastructure Market by End user
      • 9.1.6.2.3 Canada AI Infrastructure Market by Deployment Type
      • 9.1.6.2.4 Canada AI Infrastructure Market by Function
      • 9.1.6.2.5 Canada AI Infrastructure Market by Technology
    • 9.1.6.3 Mexico AI Infrastructure Market
      • 9.1.6.3.1 Mexico AI Infrastructure Market by Offering
      • 9.1.6.3.2 Mexico AI Infrastructure Market by End user
      • 9.1.6.3.3 Mexico AI Infrastructure Market by Deployment Type
      • 9.1.6.3.4 Mexico AI Infrastructure Market by Function
      • 9.1.6.3.5 Mexico AI Infrastructure Market by Technology
    • 9.1.6.4 Rest of North America AI Infrastructure Market
      • 9.1.6.4.1 Rest of North America AI Infrastructure Market by Offering
      • 9.1.6.4.2 Rest of North America AI Infrastructure Market by End user
      • 9.1.6.4.3 Rest of North America AI Infrastructure Market by Deployment Type
      • 9.1.6.4.4 Rest of North America AI Infrastructure Market by Function
      • 9.1.6.4.5 Rest of North America AI Infrastructure Market by Technology
• 9.2 Europe AI Infrastructure Market
  • 9.2.1 Europe AI Infrastructure Market by Offering
    • 9.2.1.1 Europe Hardware Market by Country
    • 9.2.1.2 Europe Server Software Market by Country
  • 9.2.2 Europe AI Infrastructure Market by End user
    • 9.2.2.1 Europe Cloud Service Providers Market by Country
    • 9.2.2.2 Europe Enterprises Market by Country
    • 9.2.2.3 Europe Government Organizations Market by Country
  • 9.2.3 Europe AI Infrastructure Market by Deployment Type
    • 9.2.3.1 Europe On-premise Market by Country
    • 9.2.3.2 Europe Hybrid Market by Country
    • 9.2.3.3 Europe Cloud Market by Country
  • 9.2.4 Europe AI Infrastructure Market by Function
    • 9.2.4.1 Europe Inference Market by Country
    • 9.2.4.2 Europe Training Market by Country
  • 9.2.5 Europe AI Infrastructure Market by Technology
    • 9.2.5.1 Europe Machine Learning Market by Country
    • 9.2.5.2 Europe Deep Learning Market by Country
  • 9.2.6 Europe AI Infrastructure Market by Country
    • 9.2.6.1 Germany AI Infrastructure Market
      • 9.2.6.1.1 Germany AI Infrastructure Market by Offering
      • 9.2.6.1.2 Germany AI Infrastructure Market by End user
      • 9.2.6.1.3 Germany AI Infrastructure Market by Deployment Type
      • 9.2.6.1.4 Germany AI Infrastructure Market by Function
      • 9.2.6.1.5 Germany AI Infrastructure Market by Technology
    • 9.2.6.2 UK AI Infrastructure Market
      • 9.2.6.2.1 UK AI Infrastructure Market by Offering
      • 9.2.6.2.2 UK AI Infrastructure Market by End user
      • 9.2.6.2.3 UK AI Infrastructure Market by Deployment Type
      • 9.2.6.2.4 UK AI Infrastructure Market by Function
      • 9.2.6.2.5 UK AI Infrastructure Market by Technology
    • 9.2.6.3 France AI Infrastructure Market
      • 9.2.6.3.1 France AI Infrastructure Market by Offering
      • 9.2.6.3.2 France AI Infrastructure Market by End user
      • 9.2.6.3.3 France AI Infrastructure Market by Deployment Type
      • 9.2.6.3.4 France AI Infrastructure Market by Function
      • 9.2.6.3.5 France AI Infrastructure Market by Technology
    • 9.2.6.4 Russia AI Infrastructure Market
      • 9.2.6.4.1 Russia AI Infrastructure Market by Offering
      • 9.2.6.4.2 Russia AI Infrastructure Market by End user
      • 9.2.6.4.3 Russia AI Infrastructure Market by Deployment Type
      • 9.2.6.4.4 Russia AI Infrastructure Market by Function
      • 9.2.6.4.5 Russia AI Infrastructure Market by Technology
    • 9.2.6.5 Spain AI Infrastructure Market
      • 9.2.6.5.1 Spain AI Infrastructure Market by Offering
      • 9.2.6.5.2 Spain AI Infrastructure Market by End user
      • 9.2.6.5.3 Spain AI Infrastructure Market by Deployment Type
      • 9.2.6.5.4 Spain AI Infrastructure Market by Function
      • 9.2.6.5.5 Spain AI Infrastructure Market by Technology
    • 9.2.6.6 Italy AI Infrastructure Market
      • 9.2.6.6.1 Italy AI Infrastructure Market by Offering
      • 9.2.6.6.2 Italy AI Infrastructure Market by End user
      • 9.2.6.6.3 Italy AI Infrastructure Market by Deployment Type
      • 9.2.6.6.4 Italy AI Infrastructure Market by Function
      • 9.2.6.6.5 Italy AI Infrastructure Market by Technology
    • 9.2.6.7 Rest of Europe AI Infrastructure Market
      • 9.2.6.7.1 Rest of Europe AI Infrastructure Market by Offering
      • 9.2.6.7.2 Rest of Europe AI Infrastructure Market by End user
      • 9.2.6.7.3 Rest of Europe AI Infrastructure Market by Deployment Type
      • 9.2.6.7.4 Rest of Europe AI Infrastructure Market by Function
      • 9.2.6.7.5 Rest of Europe AI Infrastructure Market by Technology
• 9.3 Asia Pacific AI Infrastructure Market
  • 9.3.1 Asia Pacific AI Infrastructure Market by Offering
    • 9.3.1.1 Asia Pacific Hardware Market by Country
    • 9.3.1.2 Asia Pacific Server Software Market by Country
  • 9.3.2 Asia Pacific AI Infrastructure Market by End user
    • 9.3.2.1 Asia Pacific Cloud Service Providers Market by Country
    • 9.3.2.2 Asia Pacific Enterprises Market by Country
    • 9.3.2.3 Asia Pacific Government Organizations Market by Country
  • 9.3.3 Asia Pacific AI Infrastructure Market by Deployment Type
    • 9.3.3.1 Asia Pacific On-premise Market by Country
    • 9.3.3.2 Asia Pacific Hybrid Market by Country
    • 9.3.3.3 Asia Pacific Cloud Market by Country
  • 9.3.4 Asia Pacific AI Infrastructure Market by Function
    • 9.3.4.1 Asia Pacific Inference Market by Country
    • 9.3.4.2 Asia Pacific Training Market by Country
  • 9.3.5 Asia Pacific AI Infrastructure Market by Technology
    • 9.3.5.1 Asia Pacific Machine Learning Market by Country
    • 9.3.5.2 Asia Pacific Deep Learning Market by Country
  • 9.3.6 Asia Pacific AI Infrastructure Market by Country
    • 9.3.6.1 China AI Infrastructure Market
      • 9.3.6.1.1 China AI Infrastructure Market by Offering
      • 9.3.6.1.2 China AI Infrastructure Market by End user
      • 9.3.6.1.3 China AI Infrastructure Market by Deployment Type
      • 9.3.6.1.4 China AI Infrastructure Market by Function
      • 9.3.6.1.5 China AI Infrastructure Market by Technology
    • 9.3.6.2 Japan AI Infrastructure Market
      • 9.3.6.2.1 Japan AI Infrastructure Market by Offering
      • 9.3.6.2.2 Japan AI Infrastructure Market by End user
      • 9.3.6.2.3 Japan AI Infrastructure Market by Deployment Type
      • 9.3.6.2.4 Japan AI Infrastructure Market by Function
      • 9.3.6.2.5 Japan AI Infrastructure Market by Technology
    • 9.3.6.3 India AI Infrastructure Market
      • 9.3.6.3.1 India AI Infrastructure Market by Offering
      • 9.3.6.3.2 India AI Infrastructure Market by End user
      • 9.3.6.3.3 India AI Infrastructure Market by Deployment Type
      • 9.3.6.3.4 India AI Infrastructure Market by Function
      • 9.3.6.3.5 India AI Infrastructure Market by Technology
    • 9.3.6.4 South Korea AI Infrastructure Market
      • 9.3.6.4.1 South Korea AI Infrastructure Market by Offering
      • 9.3.6.4.2 South Korea AI Infrastructure Market by End user
      • 9.3.6.4.3 South Korea AI Infrastructure Market by Deployment Type
      • 9.3.6.4.4 South Korea AI Infrastructure Market by Function
      • 9.3.6.4.5 South Korea AI Infrastructure Market by Technology
    • 9.3.6.5 Singapore AI Infrastructure Market
      • 9.3.6.5.1 Singapore AI Infrastructure Market by Offering
      • 9.3.6.5.2 Singapore AI Infrastructure Market by End user
      • 9.3.6.5.3 Singapore AI Infrastructure Market by Deployment Type
      • 9.3.6.5.4 Singapore AI Infrastructure Market by Function
      • 9.3.6.5.5 Singapore AI Infrastructure Market by Technology
    • 9.3.6.6 Malaysia AI Infrastructure Market
      • 9.3.6.6.1 Malaysia AI Infrastructure Market by Offering
      • 9.3.6.6.2 Malaysia AI Infrastructure Market by End user
      • 9.3.6.6.3 Malaysia AI Infrastructure Market by Deployment Type
      • 9.3.6.6.4 Malaysia AI Infrastructure Market by Function
      • 9.3.6.6.5 Malaysia AI Infrastructure Market by Technology
    • 9.3.6.7 Rest of Asia Pacific AI Infrastructure Market
      • 9.3.6.7.1 Rest of Asia Pacific AI Infrastructure Market by Offering
      • 9.3.6.7.2 Rest of Asia Pacific AI Infrastructure Market by End user
      • 9.3.6.7.3 Rest of Asia Pacific AI Infrastructure Market by Deployment Type
      • 9.3.6.7.4 Rest of Asia Pacific AI Infrastructure Market by Function
      • 9.3.6.7.5 Rest of Asia Pacific AI Infrastructure Market by Technology
• 9.4 LAMEA AI Infrastructure Market
  • 9.4.1 LAMEA AI Infrastructure Market by Offering
    • 9.4.1.1 LAMEA Hardware Market by Country
    • 9.4.1.2 LAMEA Server Software Market by Country
  • 9.4.2 LAMEA AI Infrastructure Market by End user
    • 9.4.2.1 LAMEA Cloud Service Providers Market by Country
    • 9.4.2.2 LAMEA Enterprises Market by Country
    • 9.4.2.3 LAMEA Government Organizations Market by Country
  • 9.4.3 LAMEA AI Infrastructure Market by Deployment Type
    • 9.4.3.1 LAMEA On-premise Market by Country
    • 9.4.3.2 LAMEA Hybrid Market by Country
    • 9.4.3.3 LAMEA Cloud Market by Country
  • 9.4.4 LAMEA AI Infrastructure Market by Function
    • 9.4.4.1 LAMEA Inference Market by Country
    • 9.4.4.2 LAMEA Training Market by Country
  • 9.4.5 LAMEA AI Infrastructure Market by Technology
    • 9.4.5.1 LAMEA Machine Learning Market by Country
    • 9.4.5.2 LAMEA Deep Learning Market by Country
  • 9.4.6 LAMEA AI Infrastructure Market by Country
    • 9.4.6.1 Brazil AI Infrastructure Market
      • 9.4.6.1.1 Brazil AI Infrastructure Market by Offering
      • 9.4.6.1.2 Brazil AI Infrastructure Market by End user
      • 9.4.6.1.3 Brazil AI Infrastructure Market by Deployment Type
      • 9.4.6.1.4 Brazil AI Infrastructure Market by Function
      • 9.4.6.1.5 Brazil AI Infrastructure Market by Technology
    • 9.4.6.2 Argentina AI Infrastructure Market
      • 9.4.6.2.1 Argentina AI Infrastructure Market by Offering
      • 9.4.6.2.2 Argentina AI Infrastructure Market by End user
      • 9.4.6.2.3 Argentina AI Infrastructure Market by Deployment Type
      • 9.4.6.2.4 Argentina AI Infrastructure Market by Function
      • 9.4.6.2.5 Argentina AI Infrastructure Market by Technology
    • 9.4.6.3 UAE AI Infrastructure Market
      • 9.4.6.3.1 UAE AI Infrastructure Market by Offering
      • 9.4.6.3.2 UAE AI Infrastructure Market by End user
      • 9.4.6.3.3 UAE AI Infrastructure Market by Deployment Type
      • 9.4.6.3.4 UAE AI Infrastructure Market by Function
      • 9.4.6.3.5 UAE AI Infrastructure Market by Technology
    • 9.4.6.4 Saudi Arabia AI Infrastructure Market
      • 9.4.6.4.1 Saudi Arabia AI Infrastructure Market by Offering
      • 9.4.6.4.2 Saudi Arabia AI Infrastructure Market by End user
      • 9.4.6.4.3 Saudi Arabia AI Infrastructure Market by Deployment Type
      • 9.4.6.4.4 Saudi Arabia AI Infrastructure Market by Function
      • 9.4.6.4.5 Saudi Arabia AI Infrastructure Market by Technology
    • 9.4.6.5 South Africa AI Infrastructure Market
      • 9.4.6.5.1 South Africa AI Infrastructure Market by Offering
      • 9.4.6.5.2 South Africa AI Infrastructure Market by End user
      • 9.4.6.5.3 South Africa AI Infrastructure Market by Deployment Type
      • 9.4.6.5.4 South Africa AI Infrastructure Market by Function
      • 9.4.6.5.5 South Africa AI Infrastructure Market by Technology
    • 9.4.6.6 Nigeria AI Infrastructure Market
      • 9.4.6.6.1 Nigeria AI Infrastructure Market by Offering
      • 9.4.6.6.2 Nigeria AI Infrastructure Market by End user
      • 9.4.6.6.3 Nigeria AI Infrastructure Market by Deployment Type
      • 9.4.6.6.4 Nigeria AI Infrastructure Market by Function
      • 9.4.6.6.5 Nigeria AI Infrastructure Market by Technology
    • 9.4.6.7 Rest of LAMEA AI Infrastructure Market
      • 9.4.6.7.1 Rest of LAMEA AI Infrastructure Market by Offering
      • 9.4.6.7.2 Rest of LAMEA AI Infrastructure Market by End user
      • 9.4.6.7.3 Rest of LAMEA AI Infrastructure Market by Deployment Type
      • 9.4.6.7.4 Rest of LAMEA AI Infrastructure Market by Function
      • 9.4.6.7.5 Rest of LAMEA AI Infrastructure Market by Technology

Chapter 10. Company Profiles

• 10.1 Oracle Corporation
  • 10.1.1 Company Overview
  • 10.1.2 Financial Analysis
  • 10.1.3 Segmental and Regional Analysis
  • 10.1.4 Research & Development Expense
  • 10.1.5 Recent strategies and developments:
    • 10.1.5.1 Acquisition and Mergers:
  • 10.1.6 SWOT Analysis
• 10.2 Intel Corporation
  • 10.2.1 Company Overview
  • 10.2.2 Financial Analysis
  • 10.2.3 Segmental and Regional Analysis
  • 10.2.4 Research & Development Expenses
  • 10.2.5 Recent strategies and developments:
    • 10.2.5.1 Product Launches and Product Expansions:
    • 10.2.5.2 Acquisition and Mergers:
  • 10.2.6 SWOT Analysis
• 10.3 Samsung Electronics Co., Ltd. (Samsung Group)
  • 10.3.1 Company Overview
  • 10.3.2 Financial Analysis
  • 10.3.3 Segmental and Regional Analysis
  • 10.3.4 Research & Development Expense
  • 10.3.5 Recent strategies and developments:
    • 10.3.5.1 Acquisition and Mergers:
  • 10.3.6 SWOT Analysis
• 10.4 IBM Corporation
  • 10.4.1 Company Overview
  • 10.4.2 Financial Analysis
  • 10.4.3 Regional & Segmental Analysis
  • 10.4.4 Research & Development Expenses
  • 10.4.5 Recent strategies and developments:
    • 10.4.5.1 Acquisition and Mergers:
  • 10.4.6 SWOT Analysis
• 10.5 Google LLC
  • 10.5.1 Company Overview
  • 10.5.2 Financial Analysis
  • 10.5.3 Segmental and Regional Analysis
  • 10.5.4 Research & Development Expense
  • 10.5.5 Recent strategies and developments:
    • 10.5.5.1 Partnerships, Collaborations, and Agreements:
    • 10.5.5.2 Product Launches and Product Expansions:
  • 10.5.6 SWOT Analysis
• 10.6 Amazon Web Services, Inc. (Amazon.com, Inc.)
  • 10.6.1 Company Overview
  • 10.6.2 Financial Analysis
  • 10.6.3 Segmental Analysis
  • 10.6.4 SWOT Analysis
• 10.7 Hewlett Packard Enterprise Company
  • 10.7.1 Company Overview
  • 10.7.2 Financial Analysis
  • 10.7.3 Segmental and Regional Analysis
  • 10.7.4 Research & Development Expense
  • 10.7.5 Recent strategies and developments:
    • 10.7.5.1 Acquisition and Mergers:
  • 10.7.6 SWOT Analysis
• 10.8 Cisco Systems, Inc.
  • 10.8.1 Company Overview
  • 10.8.2 Financial Analysis
  • 10.8.3 Regional Analysis
  • 10.8.4 Research & Development Expense
  • 10.8.5 SWOT Analysis
• 10.9 Dell Technologies, Inc.
  • 10.9.1 Company Overview
  • 10.9.2 Financial Analysis
  • 10.9.3 Segmental and Regional Analysis
  • 10.9.4 Research & Development Expense
  • 10.9.5 Recent strategies and developments:
    • 10.9.5.1 Acquisition and Mergers:
    • 10.9.5.2 Business Expansions:
  • 10.9.6 SWOT Analysis:
• 10.10. Toshiba Corporation
  • 10.10.1 Company Overview
  • 10.10.2 Financial Analysis
  • 10.10.3 Segmental and Regional Analysis
  • 10.10.4 Research and Development Expense
  • 10.10.5 SWOT Analysis