サービスとしてのGPUの世界市場規模、シェア、産業動向分析レポート：企業タイプ別、展開タイプ別、用途別、地域別展望と予測、2023年～2030年

サービスとしてのGPU市場規模は2030年までに224億米ドルに達すると予測され、予測期間中のCAGRは34.9%の市場成長率で上昇する見込みです。

KBV Cardinalマトリックスに掲載された分析によると、Google LLCが同市場の先駆者です。2023年2月、グーグルはAnthropicとパートナーシップを結び、クラウド主導型ソリューションの提供にAnthropicの能力を活用します。Alibaba Cloud、IBM Corporation、Linode LLCなどの企業は、市場における主要なイノベーターです。

市場成長要因

アプリケーション数の増加

近年、GPUハイパフォーマンス・コンピューティング、自動運転車、その他の優れたAIアプリケーションの人気が高まっています。GPUは、クラウドコンピューティングの利用が増加する一方で、アプリケーションを高速化し、パフォーマンスを向上させるためにサーバーCPUとともに使用されています。成長の可能性は、GPUaaSの運用機能とカスタマイズ能力によって生み出されてきました。より強力なコンピューティングに対するニーズの拡大が、より強化された効率的なGPUの研究開発を後押ししています。さらに、仮想化やリモートワークの受け入れが進むことで、市場のさらなる拡大が見込まれます。

拡大するゲーム産業

ゲーム分野の市場関係者は、物理的なゲームからオンラインゲームに関心を移すにつれて、デバイスの互換性と効率性を重視するようになっています。5G技術の開発は、5Gの待ち時間が4Gの待ち時間よりはるかに短いため、より優れたクラウド・ストリーミング体験を提供することで、ラグなどオンライン・ゲームの現在の課題を軽減しています。ビデオゲーム産業が拡大した大きな要因は、世界中の若年層の間でビデオゲームの人気が高まっていることです。したがって、今後数年間は、可処分所得の増加とゲーム・アプリケーションへの多額の支出によって、市場の拡大が加速すると思われます。

市場抑制要因

ベンダーロックインに関する既存の懸念

標準規格がないため、ベンダーロックインはGPUaaS採用の大きな障害となっています。ベンダーロックインの問題は、主に技術の進歩によって取り組まれてきました。数多くの研究は、クラウドの文脈におけるベンダーロックインの問題の複雑さを分析・実証していません。そのため、消費者の大半は、サプライヤーからサービスを購入する際に、アプリケーションの移植性と相互運用性を制限する独自規格を知らないままです。既存のベンダーロックインに関する懸念は、市場の拡大を抑制する可能性があります。

企業タイプの展望

企業タイプ別に見ると、市場は中小企業と大企業に細分化されます。2022年には、大企業セグメントが市場で最も高い売上シェアを占めました。大企業の仮想デスクトップインフラストラクチャは、GPU as a Serviceによって改善される可能性があり、従業員により優れたグラフィックス性能を提供し、ビジュアルインテンシブなアプリケーションを必要とする雇用機会をサポートします。GPUインフラストラクチャの管理と維持には多くのリソースが必要です。GPUaaSソリューションは、ハードウェアの管理、保全、アップグレードといった管理作業から企業を解放します。

展開タイプの展望

デプロイメントタイプに基づき、市場はプライベート、パブリック、ハイブリッドに区分されます。2022年の市場では、ハイブリッド・セグメントが大きな収益シェアを獲得しています。プライベートクラウドとオンプレミスのGPU技術を組み合わせたこのソリューションにより、両デリバリーモデルの利点がユーザーに提供されます。Intel、AMD、NVIDIAのような組織は、データ集約型計算を拡張するGPUサポートを備えたコンピューティング・システムを提供しています。顧客は、ハイブリッド・クラウド経由で外部サービスを利用しながら、一部のシステムとデータを社内で維持するという選択肢もあります。

アプリケーションタイプの展望

アプリケーション別では、ヘルスケア、BFSI、製造、通信・IT、自動車、その他に分類されます。2022年には、通信・IT分野が市場で最も高い売上シェアを記録しました。ITおよび通信企業は、企業がより多くのことを学び、提供するサービスを強化するために活用する大量のデータを生成します。GPUaaSは、高度なデータ分析と機械学習に必要な計算能力を提供します。GPUaaSは、通信業界でネットワークの最適化活動に活用できます。

地域別展望

地域別に見ると、市場は北米、欧州、アジア太平洋、LAMEAで分析されます。2022年には、北米地域が同市場で最大の収益シェアを占めています。北米の産業部門は、AI、IoT、ロボット技術の統合に非常に敏感です。GPU技術を採用したIoTデバイス、AIチップセット、産業用ロボットなどの先端技術製品の設計とシミュレーションにより、同地域の市場参入企業は市場の成長を促しています。

目次

第1章 市場範囲と調査手法

• 市場の定義
• 目的
• 市場範囲
• セグメンテーション
• 調査手法

第2章 市場の概要

• 主なハイライト

第3章 市場概要

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

第4章 競合分析- 世界

• KBV Cardinal Matrix
• 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、および契約
  • 製品の発売と製品の拡大
  • 買収と合併
  • 地理的拡大
• 市場シェア分析2022
• 主要成功戦略
  • 主な戦略
• ポーターのファイブフォース分析

第5章 サービスとしての世界のGPU市場：企業タイプ別

• 世界の大企業市場：地域別
• 世界の中小企業市場：地域別

第6章 サービスとしての世界のGPU市場：展開タイプ別

• 世界プライベートマーケット：地域別
• 世界パブリックマーケット：地域別
• 世界のハイブリッド市場：地域別

第7章 サービスとしての世界のGPU市場：用途別

• 世界の通信およびIT市場：地域別
• 世界の製造業市場：地域別
• 世界のBFSI市場：地域別
• 世界のヘルスケア市場：地域別
• 世界の自動車市場：地域別
• 世界のその他の市場：地域別

第8章 サービスとしての世界のGPU市場：地域別

• 北米
  • 北米の市場：国別
    • 米国
    • カナダ
    • メキシコ
    • その他北米地域
• 欧州
  • 欧州の市場：国別
    • ドイツ
    • 英国
    • フランス
    • ロシア
    • スペイン
    • イタリア
    • その他欧州地域
• アジア太平洋
  • アジア太平洋の市場：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
• ラテンアメリカ・中東・アフリカ
  • ラテンアメリカ・中東・アフリカの市場：国別
    • ブラジル
    • アルゼンチン
    • アラブ首長国連邦
    • サウジアラビア
    • 南アフリカ
    • ナイジェリア
    • その他ラテンアメリカ・中東・アフリカ地域

第9章 企業プロファイル

• Amazon Web Services, Inc（Amazon.com, Inc.）
• Google LLC（Alphabet Inc）
• IBM Corporation
• Alibaba Cloud（Alibaba Group Holding Limited）
• Hewlett Packard Enterprise Company（HP Development Company LP.）
• Lambda Inc
• Linode LLC（Akamai Technologies, Inc）
• CoreWeave, Inc
• Vultr（The Constant Company, LLC）
• OVH Groupe SA

第10章 GPU as a Service市場での勝利は必須

LIST OF TABLES

• TABLE 1 Global GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 2 Global GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 3 Partnerships, Collaborations and Agreements- GPU as a Service Market
• TABLE 4 Product Launches And Product Expansions- GPU as a Service Market
• TABLE 5 Acquisition and Mergers- GPU as a Service Market
• TABLE 6 Geographical Expansions - GPU as a Service Market
• TABLE 7 Global GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 8 Global GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 9 Global Large Enterprises Market by Region, 2019 - 2022, USD Million
• TABLE 10 Global Large Enterprises Market by Region, 2023 - 2030, USD Million
• TABLE 11 Global Small & Medium Enterprises Market by Region, 2019 - 2022, USD Million
• TABLE 12 Global Small & Medium Enterprises Market by Region, 2023 - 2030, USD Million
• TABLE 13 Global GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 14 Global GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 15 Global Private Market by Region, 2019 - 2022, USD Million
• TABLE 16 Global Private Market by Region, 2023 - 2030, USD Million
• TABLE 17 Global Public Market by Region, 2019 - 2022, USD Million
• TABLE 18 Global Public Market by Region, 2023 - 2030, USD Million
• TABLE 19 Global Hybrid Market by Region, 2019 - 2022, USD Million
• TABLE 20 Global Hybrid Market by Region, 2023 - 2030, USD Million
• TABLE 21 Global GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 22 Global GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 23 Global Telecom & IT Market by Region, 2019 - 2022, USD Million
• TABLE 24 Global Telecom & IT Market by Region, 2023 - 2030, USD Million
• TABLE 25 Global Manufacturing Market by Region, 2019 - 2022, USD Million
• TABLE 26 Global Manufacturing Market by Region, 2023 - 2030, USD Million
• TABLE 27 Global BFSI Market by Region, 2019 - 2022, USD Million
• TABLE 28 Global BFSI Market by Region, 2023 - 2030, USD Million
• TABLE 29 Global Healthcare Market by Region, 2019 - 2022, USD Million
• TABLE 30 Global Healthcare Market by Region, 2023 - 2030, USD Million
• TABLE 31 Global Automotive Market by Region, 2019 - 2022, USD Million
• TABLE 32 Global Automotive Market by Region, 2023 - 2030, USD Million
• TABLE 33 Global Others Market by Region, 2019 - 2022, USD Million
• TABLE 34 Global Others Market by Region, 2023 - 2030, USD Million
• TABLE 35 Global GPU as a Service Market by Region, 2019 - 2022, USD Million
• TABLE 36 Global GPU as a Service Market by Region, 2023 - 2030, USD Million
• TABLE 37 North America GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 38 North America GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 39 North America GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 40 North America GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 41 North America Large Enterprises Market by Country, 2019 - 2022, USD Million
• TABLE 42 North America Large Enterprises Market by Country, 2023 - 2030, USD Million
• TABLE 43 North America Small & Medium Enterprises Market by Country, 2019 - 2022, USD Million
• TABLE 44 North America Small & Medium Enterprises Market by Country, 2023 - 2030, USD Million
• TABLE 45 North America GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 46 North America GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 47 North America Private Market by Country, 2019 - 2022, USD Million
• TABLE 48 North America Private Market by Country, 2023 - 2030, USD Million
• TABLE 49 North America Public Market by Country, 2019 - 2022, USD Million
• TABLE 50 North America Public Market by Country, 2023 - 2030, USD Million
• TABLE 51 North America Hybrid Market by Country, 2019 - 2022, USD Million
• TABLE 52 North America Hybrid Market by Country, 2023 - 2030, USD Million
• TABLE 53 North America GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 54 North America GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 55 North America Telecom & IT Market by Country, 2019 - 2022, USD Million
• TABLE 56 North America Telecom & IT Market by Country, 2023 - 2030, USD Million
• TABLE 57 North America Manufacturing Market by Country, 2019 - 2022, USD Million
• TABLE 58 North America Manufacturing Market by Country, 2023 - 2030, USD Million
• TABLE 59 North America BFSI Market by Country, 2019 - 2022, USD Million
• TABLE 60 North America BFSI Market by Country, 2023 - 2030, USD Million
• TABLE 61 North America Healthcare Market by Country, 2019 - 2022, USD Million
• TABLE 62 North America Healthcare Market by Country, 2023 - 2030, USD Million
• TABLE 63 North America Automotive Market by Country, 2019 - 2022, USD Million
• TABLE 64 North America Automotive Market by Country, 2023 - 2030, USD Million
• TABLE 65 North America Others Market by Country, 2019 - 2022, USD Million
• TABLE 66 North America Others Market by Country, 2023 - 2030, USD Million
• TABLE 67 North America GPU as a Service Market by Country, 2019 - 2022, USD Million
• TABLE 68 North America GPU as a Service Market by Country, 2023 - 2030, USD Million
• TABLE 69 US GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 70 US GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 71 US GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 72 US GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 73 US GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 74 US GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 75 US GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 76 US GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 77 Canada GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 78 Canada GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 79 Canada GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 80 Canada GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 81 Canada GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 82 Canada GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 83 Canada GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 84 Canada GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 85 Mexico GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 86 Mexico GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 87 Mexico GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 88 Mexico GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 89 Mexico GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 90 Mexico GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 91 Mexico GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 92 Mexico GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 93 Rest of North America GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 94 Rest of North America GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 95 Rest of North America GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 96 Rest of North America GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 97 Rest of North America GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 98 Rest of North America GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 99 Rest of North America GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 100 Rest of North America GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 101 Europe GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 102 Europe GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 103 Europe GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 104 Europe GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 105 Europe Large Enterprises Market by Country, 2019 - 2022, USD Million
• TABLE 106 Europe Large Enterprises Market by Country, 2023 - 2030, USD Million
• TABLE 107 Europe Small & Medium Enterprises Market by Country, 2019 - 2022, USD Million
• TABLE 108 Europe Small & Medium Enterprises Market by Country, 2023 - 2030, USD Million
• TABLE 109 Europe GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 110 Europe GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 111 Europe Private Market by Country, 2019 - 2022, USD Million
• TABLE 112 Europe Private Market by Country, 2023 - 2030, USD Million
• TABLE 113 Europe Public Market by Country, 2019 - 2022, USD Million
• TABLE 114 Europe Public Market by Country, 2023 - 2030, USD Million
• TABLE 115 Europe Hybrid Market by Country, 2019 - 2022, USD Million
• TABLE 116 Europe Hybrid Market by Country, 2023 - 2030, USD Million
• TABLE 117 Europe GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 118 Europe GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 119 Europe Telecom & IT Market by Country, 2019 - 2022, USD Million
• TABLE 120 Europe Telecom & IT Market by Country, 2023 - 2030, USD Million
• TABLE 121 Europe Manufacturing Market by Country, 2019 - 2022, USD Million
• TABLE 122 Europe Manufacturing Market by Country, 2023 - 2030, USD Million
• TABLE 123 Europe BFSI Market by Country, 2019 - 2022, USD Million
• TABLE 124 Europe BFSI Market by Country, 2023 - 2030, USD Million
• TABLE 125 Europe Healthcare Market by Country, 2019 - 2022, USD Million
• TABLE 126 Europe Healthcare Market by Country, 2023 - 2030, USD Million
• TABLE 127 Europe Automotive Market by Country, 2019 - 2022, USD Million
• TABLE 128 Europe Automotive Market by Country, 2023 - 2030, USD Million
• TABLE 129 Europe Others Market by Country, 2019 - 2022, USD Million
• TABLE 130 Europe Others Market by Country, 2023 - 2030, USD Million
• TABLE 131 Europe GPU as a Service Market by Country, 2019 - 2022, USD Million
• TABLE 132 Europe GPU as a Service Market by Country, 2023 - 2030, USD Million
• TABLE 133 Germany GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 134 Germany GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 135 Germany GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 136 Germany GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 137 Germany GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 138 Germany GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 139 Germany GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 140 Germany GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 141 UK GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 142 UK GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 143 UK GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 144 UK GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 145 UK GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 146 UK GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 147 UK GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 148 UK GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 149 France GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 150 France GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 151 France GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 152 France GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 153 France GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 154 France GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 155 France GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 156 France GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 157 Russia GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 158 Russia GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 159 Russia GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 160 Russia GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 161 Russia GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 162 Russia GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 163 Russia GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 164 Russia GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 165 Spain GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 166 Spain GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 167 Spain GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 168 Spain GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 169 Spain GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 170 Spain GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 171 Spain GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 172 Spain GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 173 Italy GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 174 Italy GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 175 Italy GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 176 Italy GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 177 Italy GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 178 Italy GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 179 Italy GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 180 Italy GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 181 Rest of Europe GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 182 Rest of Europe GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 183 Rest of Europe GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 184 Rest of Europe GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 185 Rest of Europe GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 186 Rest of Europe GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 187 Rest of Europe GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 188 Rest of Europe GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 189 Asia Pacific GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 190 Asia Pacific GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 191 Asia Pacific GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 192 Asia Pacific GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 193 Asia Pacific Large Enterprises Market by Country, 2019 - 2022, USD Million
• TABLE 194 Asia Pacific Large Enterprises Market by Country, 2023 - 2030, USD Million
• TABLE 195 Asia Pacific Small & Medium Enterprises Market by Country, 2019 - 2022, USD Million
• TABLE 196 Asia Pacific Small & Medium Enterprises Market by Country, 2023 - 2030, USD Million
• TABLE 197 Asia Pacific GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 198 Asia Pacific GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 199 Asia Pacific Private Market by Country, 2019 - 2022, USD Million
• TABLE 200 Asia Pacific Private Market by Country, 2023 - 2030, USD Million
• TABLE 201 Asia Pacific Public Market by Country, 2019 - 2022, USD Million
• TABLE 202 Asia Pacific Public Market by Country, 2023 - 2030, USD Million
• TABLE 203 Asia Pacific Hybrid Market by Country, 2019 - 2022, USD Million
• TABLE 204 Asia Pacific Hybrid Market by Country, 2023 - 2030, USD Million
• TABLE 205 Asia Pacific GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 206 Asia Pacific GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 207 Asia Pacific Telecom & IT Market by Country, 2019 - 2022, USD Million
• TABLE 208 Asia Pacific Telecom & IT Market by Country, 2023 - 2030, USD Million
• TABLE 209 Asia Pacific Manufacturing Market by Country, 2019 - 2022, USD Million
• TABLE 210 Asia Pacific Manufacturing Market by Country, 2023 - 2030, USD Million
• TABLE 211 Asia Pacific BFSI Market by Country, 2019 - 2022, USD Million
• TABLE 212 Asia Pacific BFSI Market by Country, 2023 - 2030, USD Million
• TABLE 213 Asia Pacific Healthcare Market by Country, 2019 - 2022, USD Million
• TABLE 214 Asia Pacific Healthcare Market by Country, 2023 - 2030, USD Million
• TABLE 215 Asia Pacific Automotive Market by Country, 2019 - 2022, USD Million
• TABLE 216 Asia Pacific Automotive Market by Country, 2023 - 2030, USD Million
• TABLE 217 Asia Pacific Others Market by Country, 2019 - 2022, USD Million
• TABLE 218 Asia Pacific Others Market by Country, 2023 - 2030, USD Million
• TABLE 219 Asia Pacific GPU as a Service Market by Country, 2019 - 2022, USD Million
• TABLE 220 Asia Pacific GPU as a Service Market by Country, 2023 - 2030, USD Million
• TABLE 221 China GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 222 China GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 223 China GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 224 China GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 225 China GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 226 China GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 227 China GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 228 China GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 229 Japan GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 230 Japan GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 231 Japan GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 232 Japan GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 233 Japan GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 234 Japan GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 235 Japan GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 236 Japan GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 237 India GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 238 India GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 239 India GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 240 India GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 241 India GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 242 India GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 243 India GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 244 India GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 245 South Korea GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 246 South Korea GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 247 South Korea GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 248 South Korea GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 249 South Korea GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 250 South Korea GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 251 South Korea GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 252 South Korea GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 253 Singapore GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 254 Singapore GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 255 Singapore GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 256 Singapore GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 257 Singapore GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 258 Singapore GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 259 Singapore GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 260 Singapore GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 261 Malaysia GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 262 Malaysia GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 263 Malaysia GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 264 Malaysia GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 265 Malaysia GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 266 Malaysia GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 267 Malaysia GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 268 Malaysia GPU as a Service Market by Application, 2023 - 2030, USD Million
• TABLE 269 Rest of Asia Pacific GPU as a Service Market, 2019 - 2022, USD Million
• TABLE 270 Rest of Asia Pacific GPU as a Service Market, 2023 - 2030, USD Million
• TABLE 271 Rest of Asia Pacific GPU as a Service Market by Enterprise Type, 2019 - 2022, USD Million
• TABLE 272 Rest of Asia Pacific GPU as a Service Market by Enterprise Type, 2023 - 2030, USD Million
• TABLE 273 Rest of Asia Pacific GPU as a Service Market by Deployment Type, 2019 - 2022, USD Million
• TABLE 274 Rest of Asia Pacific GPU as a Service Market by Deployment Type, 2023 - 2030, USD Million
• TABLE 275 Rest of Asia Pacific GPU as a Service Market by Application, 2019 - 2022, USD Million
• TABLE 276 Rest of Asia Pacific GPU as a Service Market by Application, 2023 - 2030, USD Million

The Global GPU as a Service Market size is expected to reach $22.4 billion by 2030, rising at a market growth of 34.9% CAGR during the forecast period.

GPUaaS providers allow automotive manufacturers to boost their research, development, and testing procedures. The demand for GPUaaS in computer vision and pattern recognition, signal processing, infotainment graphics, and automobile networking applications will rise as autonomous technology advances. Hence, the automotive segment would generate approximately 1/4th share of the market by 2030. It has encouraged market participants to create new GPU products for automotive applications. Without making significant investments in specialized hardware, GPUaaS providers give automotive manufacturers scalable, on-demand access to high-performance GPUs. By utilizing GPUaaS, automakers could transform the automobile industry by improving vehicle design, enhancing safety features, maximizing fuel efficiency, and rapidly bringing cutting-edge autonomous technology to consumers.

The major strategies followed by the market participants are Partnerships as the key developmental strategy to keep pace with the changing demands of end users. For instance, In May, 2023, Vultr teamed up with Console Connect to provide organizations and developers from all over the world with a secure, direct connection to our cloud servers. In September, 2019, Alibaba Cloud joined hands with Ubitus to offer a quick solution to turn games into video streaming, promote the greatest gaming environment, and greatly increase global multi-screen revenue by integrating Alibaba Cloud with Ubitus GPU public cloud gaming solutions.

Based on the Analysis presented in the KBV Cardinal matrix; Google LLC is the forerunner in the Market. In February, 2023, Google entered into a partnership with Anthropic to utilize Anthropic capabilities in providing cloud-driven solutions. Companies such as Alibaba Cloud, IBM Corporation, Linode LLC are some of the key innovators in the Market.

Market Growth Factors

Growth In the Number of Applications

Recent years have experienced the rising popularity of GPU high-performance computing, self-driving cars, and other superior AI applications. GPUs are used with server CPUs to accelerate applications and enhance performance while cloud computing usage grows. Growth potential has been produced by the GPUaaS's operational features and ability to be customized. The expanding need for more powerful computing drives research and development for enhanced and efficient GPUs. Additionally, it is anticipated that the growing acceptance of virtualization and remote work will encourage market expansion further.

Expanding Gaming Industries

Market players in the gaming sector have been prompted to emphasize device compatibility and efficiency as they shift their attention from physical to online gaming. The development of 5G technology has reduced the current challenges with online gaming, such as lag, by providing a better cloud streaming experience, as 5G latency is much lower than that of 4G. A significant factor in the expansion of the video game industry has been the growing popularity of video games among young adults worldwide. Thus, in the coming years, the market expansion will be accelerated by an increase in disposable income and significant spending on gaming applications.

Market Restraining Factors

Existing Concerns About Vendor Lock-In

Due to the lack of standards, vendor lock-in is a significant obstacle to adopting GPUaaS. The vendor lock-in issue has been tackled primarily through advances in technology. Numerous studies don't analyze and demonstrate the complexity of the vendor lock-in issue in the cloud context. The majority of consumers thus remain unaware of the proprietary standards that limit the portability and interoperability of applications when they purchase services from suppliers. The concerns regarding the existing vendor-lock-in may constrain the expansion of the market.

Enterprise Type Outlook

Based on enterprise type, the market is fragmented into small & medium-sized enterprises and large enterprises. In 2022, the large enterprises segment held the highest revenue share in the market. The virtual desktop infrastructure of large enterprises may be improved by GPU as a service, giving employees better graphics performance and support for employment opportunities requiring a visual-intensive application. A GPU infrastructure requires a lot of resources to manage and maintain. GPUaaS solutions relieve companies from the administrative tasks of controlling, preserving, and upgrading their hardware.

Deployment Type Outlook

On the basis of deployment type, the market is segmented into private, public, and hybrid. The hybrid segment acquired a substantial revenue share in the market in 2022. The benefits of both delivery models are provided to users via this solution, which combines private cloud and on-premise GPU technology. Organizations like Intel, AMD, and NVIDIA offer computing systems with GPU support to scale data-intensive computation. Customers have the alternative of maintaining some systems and data internally while utilizing external services via a hybrid cloud.

Application Type Outlook

By application, the market is classified into healthcare, BFSI, manufacturing, telecom & IT, automotive, and others. In 2022, the telecom and IT segment registered the highest revenue share in the market. IT and telecom firms produce large amounts of data that companies utilize to learn more and enhance their offerings. GPUaaS provides the computational capacity needed for sophisticated data analytics and machine learning. GPUaaS can be utilized in the telecommunications industry for network optimization activities.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. In 2022, the North America region witnessed the largest revenue share in the market. The industrial sector in North America is extremely susceptible to integrating AI, IoT, and robotics technology because this region is one of the earliest to accept new technologies. By designing and simulating advanced technology goods, including IoT devices, AI chipsets, and industrial robots employing GPU technology, market participants in the region are encouraging market growth.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include Amazon Web Services, Inc. (Amazon.com, Inc.), Google LLC (Alphabet Inc.), IBM Corporation, Alibaba Cloud (Alibaba Group Holding Limited), Lambda Inc., Hewlett Packard Enterprise Company (HP Development Company L.P.), Linode LLC (Akamai Technologies, Inc.), CoreWeave, Inc., Vultr (The Constant Company, LLC), and OVH Groupe S.A

Recent Strategies Deployed in GPU as a Service Market

Partnerships, Collaboration and Agreements:

May-2023: Vultr teamed up with Console Connect, a leading Network-as-a-Service (NaaS) platform. Businesses can connect directly to Vultr servers from more than 900 data center locations across more than 50 nations thanks to Vultr's integration with the Console Connect platform in several geographic areas. Through this partnership, the company would be able to provide organizations and developers from all over the world with a secure, direct connection to our cloud servers, as well as the fastest connectivity and quality of service.

Feb-2023: Vultr formed a partnership with Bharti Airtel, India's leading communications solutions provider. With 30 cloud data center locations worldwide, including three in Airtel data centers in India, Vultr offers unmatched price-to-performance and a global footprint. Vultr is the perfect platform for driving corporate transformation and digital success when combined with Airtel's unrivaled connectivity and managed services capabilities.

Feb-2023: Google entered into a partnership with Anthropic, an AI-based startup to develop reliable and Credible AI systems. This partnership would enable Google to utilize Anthropic capabilities in providing cloud-driven solutions and integrate with Google's expertise in the training and deployment of AI systems, to build AI-enabled systems.

Product Launch and Product Expansions:

Feb-2023: Vultr released Cloud GPU availability of the NVIDIA A16, the premier graphics processing unit (GPU) for virtual desktop infrastructure (VDI). The NVIDIA A16 delivers a user experience for remote employees that is almost identical to that of a native PC because it is specifically designed for high-density, graphics-rich VDI. The NVIDIA A16 expands the company's efforts to democratize access to accelerated computing by joining the NVIDIA A100 Tensor Core GPU and NVIDIA A40 in the Vultr portfolio.

May-2022: Vultr today announced that Vultr Talon, powered by NVIDIA GPUs and NVIDIA AI Enterprise software, is now available in beta. A breakthrough cloud-based platform, Vultr Talon offers affordable accelerated computing by enabling GPU sharing, so multiple workloads can efficiently run on a single NVIDIA GPU.

Acquisitions and Merger:

Aug-2023: IBM took over Apptio Inc., a technology business management (TBM) software as a service (SaaS) application. The combination of Apptio products and IBM's IT automation portfolio will give businesses a 360-degree technology management platform they can use to optimize and automate decisions across their IT landscapes.

May-2023: IBM Corporation took over Polar Security, a cloud security solutions provider. The acquisition strengthens IBM's AI and hybrid cloud capabilities.

Jan-2023: CoreWeave Inc. completed the acquisition of Conductor Technologies Inc., a provider of rendering software, to expand its product portfolio. With this acquisition, the company would enhance its portfolio by integrating Conductor's offering with CoreWeave's GPU-optimized cloud platform.

Geographical Expansions:

May-2023: Vultr expanded its footprint by opening a data center in Tel Aviv, Israel. This expansion would offer democratized access to cloud infrastructure for the nation's expanding tech sector. With the addition of Tel Aviv and its brand-new location in Manchester, England, the company would boost its pace of international growth

Sep-2022: With the launch of two new data centers in Bangalore and Delhi NCR, Vultr expanded its presence in India. In comparison to AWS, Google, or any other global independent cloud, Vultr now offers service in more Indian regions. With this expansion, the company aimed to provide easy-to-use, high-performance, and efficient cloud computing to businesses and developers worldwide.

Scope of the Study

Market Segments covered in the Report:

By Enterprise Type

• Large Enterprises
• Small & Medium Enterprises

By Deployment Type

• Private
• Public
• Hybrid

By Application

• Telecom & IT
• Manufacturing
• BFSI
• Healthcare
• Automotive
• Others

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

• Amazon Web Services, Inc. (Amazon.com, Inc.)
• Google LLC (Alphabet Inc.)
• IBM Corporation
• Alibaba Cloud (Alibaba Group Holding Limited)
• Lambda Inc.
• Hewlett Packard Enterprise Company (HP Development Company L.P.)
• Linode LLC (Akamai Technologies, Inc.)
• CoreWeave, Inc.
• Vultr (The Constant Company, LLC)
• OVH Groupe S.A

Unique Offerings from KBV Research

• Exhaustive coverage
• Highest number of market tables and figures
• Subscription based model available
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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 GPU as a Service Market, by Enterprise Type
  • 1.4.2 Global GPU as a Service Market, by Deployment Type
  • 1.4.3 Global GPU as a Service Market, by Application
  • 1.4.4 Global GPU as a Service Market, by Geography
• 1.5 Methodology for the research

Chapter 2. Market at a Glance

• 2.1 Key Highlights

Chapter 3. Market Overview

• 3.1 Introduction
  • 3.1.1 Overview
    • 3.1.1.1 Market Composition and Scenario
• 3.2 Key Factors Impacting the Market
  • 3.2.1 Market Drivers
  • 3.2.2 Market Restraints

Chapter 4. Competition Analysis - Global

• 4.1 KBV Cardinal Matrix
• 4.2 Recent Industry Wide Strategic Developments
  • 4.2.1 Partnerships, Collaborations and Agreements
  • 4.2.2 Product Launches and Product Expansions
  • 4.2.3 Acquisition and Mergers
  • 4.2.4 Geographical Expansions
• 4.3 Market Share Analysis, 2022
• 4.4 Top Winning Strategies
  • 4.4.1 Key Leading Strategies: Percentage Distribution (2019-2023)
• 4.5 Porter's Five Force Analysis

Chapter 5. Global GPU as a Service Market by Enterprise Type

• 5.1 Global Large Enterprises Market by Region
• 5.2 Global Small & Medium Enterprises Market by Region

Chapter 6. Global GPU as a Service Market by Deployment Type

• 6.1 Global Private Market by Region
• 6.2 Global Public Market by Region
• 6.3 Global Hybrid Market by Region

Chapter 7. Global GPU as a Service Market by Application

• 7.1 Global Telecom & IT Market by Region
• 7.2 Global Manufacturing Market by Region
• 7.3 Global BFSI Market by Region
• 7.4 Global Healthcare Market by Region
• 7.5 Global Automotive Market by Region
• 7.6 Global Others Market by Region

Chapter 8. Global GPU as a Service Market by Region

• 8.1 North America GPU as a Service Market
  • 8.1.1 North America GPU as a Service Market by Enterprise Type
    • 8.1.1.1 North America Large Enterprises Market by Country
    • 8.1.1.2 North America Small & Medium Enterprises Market by Country
  • 8.1.2 North America GPU as a Service Market by Deployment Type
    • 8.1.2.1 North America Private Market by Country
    • 8.1.2.2 North America Public Market by Country
    • 8.1.2.3 North America Hybrid Market by Country
  • 8.1.3 North America GPU as a Service Market by Application
    • 8.1.3.1 North America Telecom & IT Market by Country
    • 8.1.3.2 North America Manufacturing Market by Country
    • 8.1.3.3 North America BFSI Market by Country
    • 8.1.3.4 North America Healthcare Market by Country
    • 8.1.3.5 North America Automotive Market by Country
    • 8.1.3.6 North America Others Market by Country
  • 8.1.4 North America GPU as a Service Market by Country
    • 8.1.4.1 US GPU as a Service Market
      • 8.1.4.1.1 US GPU as a Service Market by Enterprise Type
      • 8.1.4.1.2 US GPU as a Service Market by Deployment Type
      • 8.1.4.1.3 US GPU as a Service Market by Application
    • 8.1.4.2 Canada GPU as a Service Market
      • 8.1.4.2.1 Canada GPU as a Service Market by Enterprise Type
      • 8.1.4.2.2 Canada GPU as a Service Market by Deployment Type
      • 8.1.4.2.3 Canada GPU as a Service Market by Application
    • 8.1.4.3 Mexico GPU as a Service Market
      • 8.1.4.3.1 Mexico GPU as a Service Market by Enterprise Type
      • 8.1.4.3.2 Mexico GPU as a Service Market by Deployment Type
      • 8.1.4.3.3 Mexico GPU as a Service Market by Application
    • 8.1.4.4 Rest of North America GPU as a Service Market
      • 8.1.4.4.1 Rest of North America GPU as a Service Market by Enterprise Type
      • 8.1.4.4.2 Rest of North America GPU as a Service Market by Deployment Type
      • 8.1.4.4.3 Rest of North America GPU as a Service Market by Application
• 8.2 Europe GPU as a Service Market
  • 8.2.1 Europe GPU as a Service Market by Enterprise Type
    • 8.2.1.1 Europe Large Enterprises Market by Country
    • 8.2.1.2 Europe Small & Medium Enterprises Market by Country
  • 8.2.2 Europe GPU as a Service Market by Deployment Type
    • 8.2.2.1 Europe Private Market by Country
    • 8.2.2.2 Europe Public Market by Country
    • 8.2.2.3 Europe Hybrid Market by Country
  • 8.2.3 Europe GPU as a Service Market by Application
    • 8.2.3.1 Europe Telecom & IT Market by Country
    • 8.2.3.2 Europe Manufacturing Market by Country
    • 8.2.3.3 Europe BFSI Market by Country
    • 8.2.3.4 Europe Healthcare Market by Country
    • 8.2.3.5 Europe Automotive Market by Country
    • 8.2.3.6 Europe Others Market by Country
  • 8.2.4 Europe GPU as a Service Market by Country
    • 8.2.4.1 Germany GPU as a Service Market
      • 8.2.4.1.1 Germany GPU as a Service Market by Enterprise Type
      • 8.2.4.1.2 Germany GPU as a Service Market by Deployment Type
      • 8.2.4.1.3 Germany GPU as a Service Market by Application
    • 8.2.4.2 UK GPU as a Service Market
      • 8.2.4.2.1 UK GPU as a Service Market by Enterprise Type
      • 8.2.4.2.2 UK GPU as a Service Market by Deployment Type
      • 8.2.4.2.3 UK GPU as a Service Market by Application
    • 8.2.4.3 France GPU as a Service Market
      • 8.2.4.3.1 France GPU as a Service Market by Enterprise Type
      • 8.2.4.3.2 France GPU as a Service Market by Deployment Type
      • 8.2.4.3.3 France GPU as a Service Market by Application
    • 8.2.4.4 Russia GPU as a Service Market
      • 8.2.4.4.1 Russia GPU as a Service Market by Enterprise Type
      • 8.2.4.4.2 Russia GPU as a Service Market by Deployment Type
      • 8.2.4.4.3 Russia GPU as a Service Market by Application
    • 8.2.4.5 Spain GPU as a Service Market
      • 8.2.4.5.1 Spain GPU as a Service Market by Enterprise Type
      • 8.2.4.5.2 Spain GPU as a Service Market by Deployment Type
      • 8.2.4.5.3 Spain GPU as a Service Market by Application
    • 8.2.4.6 Italy GPU as a Service Market
      • 8.2.4.6.1 Italy GPU as a Service Market by Enterprise Type
      • 8.2.4.6.2 Italy GPU as a Service Market by Deployment Type
      • 8.2.4.6.3 Italy GPU as a Service Market by Application
    • 8.2.4.7 Rest of Europe GPU as a Service Market
      • 8.2.4.7.1 Rest of Europe GPU as a Service Market by Enterprise Type
      • 8.2.4.7.2 Rest of Europe GPU as a Service Market by Deployment Type
      • 8.2.4.7.3 Rest of Europe GPU as a Service Market by Application
• 8.3 Asia Pacific GPU as a Service Market
  • 8.3.1 Asia Pacific GPU as a Service Market by Enterprise Type
    • 8.3.1.1 Asia Pacific Large Enterprises Market by Country
    • 8.3.1.2 Asia Pacific Small & Medium Enterprises Market by Country
  • 8.3.2 Asia Pacific GPU as a Service Market by Deployment Type
    • 8.3.2.1 Asia Pacific Private Market by Country
    • 8.3.2.2 Asia Pacific Public Market by Country
    • 8.3.2.3 Asia Pacific Hybrid Market by Country
  • 8.3.3 Asia Pacific GPU as a Service Market by Application
    • 8.3.3.1 Asia Pacific Telecom & IT Market by Country
    • 8.3.3.2 Asia Pacific Manufacturing Market by Country
    • 8.3.3.3 Asia Pacific BFSI Market by Country
    • 8.3.3.4 Asia Pacific Healthcare Market by Country
    • 8.3.3.5 Asia Pacific Automotive Market by Country
    • 8.3.3.6 Asia Pacific Others Market by Country
  • 8.3.4 Asia Pacific GPU as a Service Market by Country
    • 8.3.4.1 China GPU as a Service Market
      • 8.3.4.1.1 China GPU as a Service Market by Enterprise Type
      • 8.3.4.1.2 China GPU as a Service Market by Deployment Type
      • 8.3.4.1.3 China GPU as a Service Market by Application
    • 8.3.4.2 Japan GPU as a Service Market
      • 8.3.4.2.1 Japan GPU as a Service Market by Enterprise Type
      • 8.3.4.2.2 Japan GPU as a Service Market by Deployment Type
      • 8.3.4.2.3 Japan GPU as a Service Market by Application
    • 8.3.4.3 India GPU as a Service Market
      • 8.3.4.3.1 India GPU as a Service Market by Enterprise Type
      • 8.3.4.3.2 India GPU as a Service Market by Deployment Type
      • 8.3.4.3.3 India GPU as a Service Market by Application
    • 8.3.4.4 South Korea GPU as a Service Market
      • 8.3.4.4.1 South Korea GPU as a Service Market by Enterprise Type
      • 8.3.4.4.2 South Korea GPU as a Service Market by Deployment Type
      • 8.3.4.4.3 South Korea GPU as a Service Market by Application
    • 8.3.4.5 Singapore GPU as a Service Market
      • 8.3.4.5.1 Singapore GPU as a Service Market by Enterprise Type
      • 8.3.4.5.2 Singapore GPU as a Service Market by Deployment Type
      • 8.3.4.5.3 Singapore GPU as a Service Market by Application
    • 8.3.4.6 Malaysia GPU as a Service Market
      • 8.3.4.6.1 Malaysia GPU as a Service Market by Enterprise Type
      • 8.3.4.6.2 Malaysia GPU as a Service Market by Deployment Type
      • 8.3.4.6.3 Malaysia GPU as a Service Market by Application
    • 8.3.4.7 Rest of Asia Pacific GPU as a Service Market
      • 8.3.4.7.1 Rest of Asia Pacific GPU as a Service Market by Enterprise Type
      • 8.3.4.7.2 Rest of Asia Pacific GPU as a Service Market by Deployment Type
      • 8.3.4.7.3 Rest of Asia Pacific GPU as a Service Market by Application
• 8.4 LAMEA GPU as a Service Market
  • 8.4.1 LAMEA GPU as a Service Market by Enterprise Type
    • 8.4.1.1 LAMEA Large Enterprises Market by Country
    • 8.4.1.2 LAMEA Small & Medium Enterprises Market by Country
  • 8.4.2 LAMEA GPU as a Service Market by Deployment Type
    • 8.4.2.1 LAMEA Private Market by Country
    • 8.4.2.2 LAMEA Public Market by Country
    • 8.4.2.3 LAMEA Hybrid Market by Country
  • 8.4.3 LAMEA GPU as a Service Market by Application
    • 8.4.3.1 LAMEA Telecom & IT Market by Country
    • 8.4.3.2 LAMEA Manufacturing Market by Country
    • 8.4.3.3 LAMEA BFSI Market by Country
    • 8.4.3.4 LAMEA Healthcare Market by Country
    • 8.4.3.5 LAMEA Automotive Market by Country
    • 8.4.3.6 LAMEA Others Market by Country
  • 8.4.4 LAMEA GPU as a Service Market by Country
    • 8.4.4.1 Brazil GPU as a Service Market
      • 8.4.4.1.1 Brazil GPU as a Service Market by Enterprise Type
      • 8.4.4.1.2 Brazil GPU as a Service Market by Deployment Type
      • 8.4.4.1.3 Brazil GPU as a Service Market by Application
    • 8.4.4.2 Argentina GPU as a Service Market
      • 8.4.4.2.1 Argentina GPU as a Service Market by Enterprise Type
      • 8.4.4.2.2 Argentina GPU as a Service Market by Deployment Type
      • 8.4.4.2.3 Argentina GPU as a Service Market by Application
    • 8.4.4.3 UAE GPU as a Service Market
      • 8.4.4.3.1 UAE GPU as a Service Market by Enterprise Type
      • 8.4.4.3.2 UAE GPU as a Service Market by Deployment Type
      • 8.4.4.3.3 UAE GPU as a Service Market by Application
    • 8.4.4.4 Saudi Arabia GPU as a Service Market
      • 8.4.4.4.1 Saudi Arabia GPU as a Service Market by Enterprise Type
      • 8.4.4.4.2 Saudi Arabia GPU as a Service Market by Deployment Type
      • 8.4.4.4.3 Saudi Arabia GPU as a Service Market by Application
    • 8.4.4.5 South Africa GPU as a Service Market
      • 8.4.4.5.1 South Africa GPU as a Service Market by Enterprise Type
      • 8.4.4.5.2 South Africa GPU as a Service Market by Deployment Type
      • 8.4.4.5.3 South Africa GPU as a Service Market by Application
    • 8.4.4.6 Nigeria GPU as a Service Market
      • 8.4.4.6.1 Nigeria GPU as a Service Market by Enterprise Type
      • 8.4.4.6.2 Nigeria GPU as a Service Market by Deployment Type
      • 8.4.4.6.3 Nigeria GPU as a Service Market by Application
    • 8.4.4.7 Rest of LAMEA GPU as a Service Market
      • 8.4.4.7.1 Rest of LAMEA GPU as a Service Market by Enterprise Type
      • 8.4.4.7.2 Rest of LAMEA GPU as a Service Market by Deployment Type
      • 8.4.4.7.3 Rest of LAMEA GPU as a Service Market by Application

Chapter 9. Company Profiles

• 9.1 Amazon Web Services, Inc. (Amazon.com, Inc.)
  • 9.1.1 Company Overview
  • 9.1.2 Financial Analysis
  • 9.1.3 Segmental Analysis
  • 9.1.4 Recent strategies and developments:
    • 9.1.4.1 Partnerships, Collaborations, and Agreements:
  • 9.1.5 SWOT Analysis
• 9.2 Google LLC (Alphabet Inc.)
  • 9.2.1 Company Overview
  • 9.2.2 Financial Analysis
  • 9.2.3 Segmental and Regional Analysis
  • 9.2.4 Research & Development Expense
  • 9.2.5 Recent strategies and developments:
    • 9.2.5.1 Partnerships, Collaborations, and Agreements:
  • 9.2.6 SWOT Analysis
• 9.3 IBM Corporation
  • 9.3.1 Company Overview
  • 9.3.2 Financial Analysis
  • 9.3.3 Segmental and Regional Analysis
  • 9.3.4 Research & Development Expenses
  • 9.3.5 Recent strategies and developments:
    • 9.3.5.1 Acquisition and Mergers:
  • 9.3.6 SWOT Analysis
• 9.4 Alibaba Cloud (Alibaba Group Holding Limited)
  • 9.4.1 Company Overview
  • 9.4.2 Financial Analysis
  • 9.4.3 Segmental Analysis
  • 9.4.4 Recent strategies and developments:
    • 9.4.4.1 Partnerships, Collaborations, and Agreements:
  • 9.4.5 SWOT Analysis
• 9.5 Hewlett Packard Enterprise Company (HP Development Company L.P.)
  • 9.5.1 Company Overview
  • 9.5.2 Financial Analysis
  • 9.5.3 Segmental and Regional Analysis
  • 9.5.4 Research & Development Expense
  • 9.5.5 SWOT Analysis
• 9.6 Lambda Inc.
  • 9.6.1 Company Overview
  • 9.6.2 SWOT Analysis
• 9.7 Linode LLC (Akamai Technologies, Inc.)
  • 9.7.1 Company Overview
  • 9.7.2 Financial Analysis
  • 9.7.3 Regional Analysis
  • 9.7.4 Research & Development Expenses
  • 9.7.5 Recent strategies and developments:
    • 9.7.5.1 Product Launches and Product Expansions:
  • 9.7.6 SWOT Analysis
• 9.8 CoreWeave, Inc.
  • 9.8.1 Company Overview
  • 9.8.2 Recent strategies and developments:
    • 9.8.2.1 Acquisition and Mergers:
  • 9.8.3 SWOT Analysis
• 9.9 Vultr (The Constant Company, LLC)
  • 9.9.1 Company Overview
  • 9.9.2 Recent strategies and developments:
    • 9.9.2.1 Partnerships, Collaborations, and Agreements:
    • 9.9.2.2 Product Launches and Product Expansions:
    • 9.9.2.3 Geographical Expansions:
  • 9.9.3 SWOT Analysis
• 9.10. OVH Groupe S.A
  • 9.10.1 Company Overview
  • 9.10.2 Financial Analysis
  • 9.10.3 Segmental and Regional Analysis
  • 9.10.4 SWOT Analysis

Chapter 10. Winning Imperative for GPU as a Service Market