GPUaaS（GPU-as-a-Service）の市場規模、シェア、動向分析レポート：コンポーネント別、価格モデル別、組織規模別、産業別、地域別、セグメント別予測、2025年～2030年

GPUaaS（GPU-as-a-Service）市場の成長と動向

Grand View Research, Inc.の最新レポートによると、GPUaaS（GPU-as-a-Service）の世界市場規模は、2025～2030年にかけて22.9%のCAGRを記録し、2030年までに122億6,000万米ドルに達すると推定されます。

人工知能（AI）と機械学習（ML）のアプリケーションは、様々な産業でますます普及しています。これらのアプリケーションは、多くの場合、グラフィックスプロセッシングユニット（GPU）が提供するのに適した大きな計算能力を必要とします。GPUaaS（GPU-as-a-Service）はスケーラビリティを提供し、ユーザーが特定の要件に基づいて計算リソースを調整できるようにします。AIやML技術を採用する企業や研究者が増えるにつれ、GPUaaSの需要もそれに伴って高まっています。

クラウドコンピューティングの人気の高まりは、GPUaaSの提供拡大を促進しています。クラウドサービスプロバイダは、ディープラーニング、データ分析、レンダリングなどのタスクに強力なコンピューティングリソースを必要とする顧客に対応するため、GPUインスタンスを提供しています。これにより、高価なハードウェアに投資する手段を持たない幅広いユーザーがGPUにアクセスしやすくなりました。例えば、Amazon Web Services（AWS）は世界のクラウドサービスプロバイダであり、Amazon Elastic Compute Cloud（Amazon EC2）サービスの下でさまざまなGPUインスタンスを提供しています。AWSは、さまざまな計算ワークロードに対応するために、さまざまなGPUインスタンスタイプを提供しています。

GPUaaSは、組織や個人が特定のニーズに基づいて計算リソースを調整することを可能にし、GPUパワーの要件が異なる人々にとって魅力的な選択肢となります。プロジェクトやワークロードの需要に基づいてGPUリソースを拡大できるこの柔軟性は、GPUパワーのニーズが多様な組織にとって非常に魅力的です。例えば、Google Cloud Platform（GCP）は、強力なNVIDIA A100 Tensor Core GPUを含む多くのGPUインスタンスを提供するクラウドサービスプロバイダです。これらのGPUはNVIDIA Ampereアーキテクチャに基づいて構築されており、AI、ML、高性能コンピューティングのワークロード向けに大幅な性能向上を実現しています。

北米は同市場で最大の収益を上げました。北米の企業はデジタルトランスフォーメーション戦略を積極的に推進しており、GPUaaS（GPU-as-a-Service）はこのプロセスの重要な要素となっています。北米市場は大きく成長しており、クラウドコンピューティングと人工知能（AI）のエコシステム全体において重要な位置を占めています。GPUaaSに対する需要の高まりは、主にAI、機械学習（ML）、データ分析、その他のGPUを多用するタスクが多様な産業で広く採用されていることが背景にあります。予測期間中、アジア太平洋が最も急成長する市場となる見込みです。アジア太平洋は、新興技術の導入が早いことで知られています。中国、インド、日本、韓国、オーストラリア、シンガポールなどの国々が、アジア太平洋におけるGPUaaS導入の最前線にいます。

GPUaaS（GPU-as-a-Service）市場レポートハイライト

• 産業別では、ゲームセグメントが2024年の収益シェアで最大を占めました。ゲームセグメントは、オンラインゲーム、eスポーツ、仮想現実（VR）ゲームの人気上昇に後押しされ、近年目覚ましい拡大を見せています。
• 北米地域は、2024年の収益シェア32.0％で世界市場を独占しました。Amazon Web Services（AWS）、Microsoft Azure、Google Cloud Platform（GCP）などの主要なクラウドサービスプロバイダは、北米でGPUaaSの提供を拡大しています。
• 企業はデータ分析やハイパフォーマンスコンピューティングへの依存を強めており、そのためには強力なGPUが必要とされることが多いです。GPUaaSは、そのような計算能力にオンデマンドでアクセスする効率的な方法を提供しました。
• 研究者や研究機関は、さまざまな科学シミュレーション、データ分析、計算タスクの計算需要を満たすためにGPUaaS（GPU-as-a-Service）を活用してきました。GPUは並列計算の実行効率が非常に高く、研究や科学的な領域で一般的に見られる複雑で計算集約的なワークロードの高速化に適しています。

目次

第1章 調査手法と範囲

第2章 エグゼクティブサマリー

第3章 GPUaaS（GPU-as-a-Service）市場の変数、動向、範囲

• 市場イントロダクション/系統展望
• 産業バリューチェーン分析
• 市場力学
  • 市場促進要因分析
  • 市場抑制要因分析
  • 産業の機会
  • 産業の課題
• GPUaaS（GPU-as-a-Service）市場分析ツール
  • ポーター分析
  • PESTEL分析

第4章 GPUaaS（GPU-as-a-Service）市場：コンポーネント別、推定・動向分析

• セグメントダッシュボード
• GPUaaS（GPU-as-a-Service）市場：コンポーネント変動分析、2024年と2030年
• ソリューション
• サービス

第5章 GPUaaS（GPU-as-a-Service）市場：価格モデル別、推定・動向分析

• セグメントダッシュボード
• GPUaaS（GPU-as-a-Service）市場：価格モデル変動分析、2024年と2030年
• サブスクリプションベースのプラン
• 従量課金制

第6章 GPUaaS（GPU-as-a-Service）市場：組織規模別、推定・動向分析

• セグメントダッシュボード
• GPUaaS（GPU-as-a-Service）市場：組織規模変動分析、2024年と2030年
• 中小企業
• 大企業

第7章 GPUaaS（GPU-as-a-Service）市場：産業別、推定・動向分析

• セグメントダッシュボード
• GPUaaS（GPU-as-a-Service）市場：産業変動分析、2024年と2030年
• BFSI
• 自動車
• ヘルスケア
• ゲーム
• メディアとエンターテイメント
• IT・通信
• その他

第8章 GPUaaS（GPU-as-a-Service）市場：地域別、推定・動向分析

• GPUaaS（GPU-as-a-Service）市場シェア（地域別、2024年と2030年、100万米ドル）
• 北米
  • コンポーネント別、2017～2030年
  • 価格モデル別、2017～2030年
  • 組織規模別、2017～2030年
  • 産業別、2017～2030年
  • 米国
  • カナダ
  • メキシコ
• 欧州
  • コンポーネント別、2017～2030年
  • 価格モデル別、2017～2030年
  • 組織規模別、2017～2030年
  • 産業別、2017～2030年
  • 英国
  • ドイツ
  • フランス
• アジア太平洋
  • コンポーネント別、2017～2030年
  • 価格モデル別、2017～2030年
  • 組織規模別、2017～2030年
  • 産業別、2017～2030年
  • 中国
  • 日本
  • インド
  • 韓国
  • オーストラリア
  • シンガポール
  • マレーシア
• ラテンアメリカ
  • コンポーネント別、2017～2030年
  • 価格モデル別、2017～2030年
  • 組織規模別、2017～2030年
  • 産業別、2017～2030年
  • ブラジル
  • アルゼンチン
• 中東・アフリカ
  • コンポーネント別、2017～2030年
  • 価格モデル別、2017～2030年
  • 組織規模別、2017～2030年
  • 産業別、2017～2030年
  • アラブ首長国連邦
  • サウジアラビア
  • 南アフリカ

第9章 競合情勢

• 主要市場参入企業による最近の動向と影響分析
• 企業分類
• 企業の市場ポジショニング
• 企業ヒートマップ分析
• 戦略マッピング
• 企業プロファイル
  • Amazon Web Services, Inc.
  • Arm Limited
  • Fujitsu
  • HCL Technologies Limited
  • IBM Corporation
  • Intel Corporation
  • Microsoft
  • NVIDIA Corporation
  • Oracle
  • Qualcomm Technologies, Inc.

List of Tables

• Table 1. GPU as a Service - Industry snapshot & key buying criteria, 2017 - 2030
• Table 2. Global GPU as a Service market, 2017 - 2030 (USD Million)
• Table 3. Global GPU as a Service market estimates and forecasts by region, 2017 - 2030 (USD Million)
• Table 4. Global GPU as a Service market estimates and forecast by component, 2017 - 2030 (USD Million)
• Table 5. Global GPU as a Service market estimates and forecast by pricing model, 2017 - 2030 (USD Million)
• Table 6. Global GPU as a Service market estimates and forecast by enterprise Size, 2017 - 2030 (USD Million)
• Table 7. Global GPU as a Service market estimates and forecast by vertical, 2017 - 2030 (USD Million)
• Table 8. GPU as a Service market estimates and forecast by component, 2017 - 2030 (USD Million)
• Table 9. GPU as a Service market estimates and forecast by solution, 2017 - 2030 (USD Million)
• Table 10. GPU as a Service market estimates and forecast by services, 2017 - 2030 (USD Million)
• Table 11. GPU as a Service market estimates and forecast by pricing model, 2017 - 2030 (USD Million)
• Table 12. GPU as a Service market estimates and forecast by subscription-based plans, 2017 - 2030 (USD Million)
• Table 13. GPU as a Service market estimates and forecast by pay-per-use, 2017 - 2030 (USD Million)
• Table 14. GPU as a Service market estimates and forecast by organization size, 2017 - 2030 (USD Million)
• Table 15. GPU as a Service market estimates and forecast by small & medium enterprises (SMEs), 2017 - 2030 (USD Million)
• Table 16. GPU as a Service market estimates and forecast by large enterprises, 2017 - 2030 (USD Million)
• Table 17. GPU as a Service market estimates and forecast by vertical, 2017 - 2030 (USD Million)
• Table 18. GPU as a Service market estimates and forecast by BFSI, 2017 - 2030 (USD Million)
• Table 19. GPU as a Service market estimates and forecast by healthcare, 2017 - 2030 (USD Million)
• Table 20. GPU as a Service market estimates and forecast by gaming, 2017 - 2030 (USD Million)
• Table 21. GPU as a Service market estimates and forecast by IT and telecom, 2017 - 2030 (USD Million)
• Table 22. GPU as a Service market estimates and forecast by media and entertainment, 2017 - 2030 (USD Million)
• Table 23. GPU as a Service market estimates and forecast by energy & utilities, 2017 - 2030 (USD Million)
• Table 24. GPU as a Service market estimates and forecast by others, 2017 - 2030 (USD Million)
• Table 25. North America GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 26. North America GPU as a Service market estimates and forecast, by component, 2017 - 2030 (USD Million)
• Table 27. North America GPU as a Service market estimates and forecast, by pricing model, 2017 - 2030 (USD Million)
• Table 28. North America GPU as a Service market estimates and forecast, by organization size, 2017 - 2030 (USD Million)
• Table 29. North America GPU as a Service market estimates and forecast, by vertical, 2017 - 2030 (USD Million)
• Table 30. U.S. GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 31. U.S. GPU as a Service market estimates and forecast, by component, 2017 - 2030 (USD Million)
• Table 32. U.S. GPU as a Service market estimates and forecast, by pricing model, 2017 - 2030 (USD Million)
• Table 33. U.S. GPU as a Service market estimates and forecast, by organization size, 2017 - 2030 (USD Million)
• Table 34. U.S. GPU as a Service market estimates and forecast, by vertical, 2017 - 2030 (USD Million)
• Table 35. Canada GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 36. Canada GPU as a Service market estimates and forecast, by component, 2017 - 2030 (USD Million)
• Table 37. Canada GPU as a Service market estimates and forecast, by pricing model, 2017 - 2030 (USD Million)
• Table 38. Canada GPU as a Service market estimates and forecast, by organization size, 2017 - 2030 (USD Million)
• Table 39. Canada GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 40. Mexico GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 41. Mexico GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 42. Mexico GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 43. Mexico GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 44. Mexico GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 45. Europe GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 46. Europe GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 47. Europe GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 48. Europe GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 49. Europe GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 50. U.K. GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 51. U.K. GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 52. U.K. GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 53. U.K. GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 54. U.K. GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 55. Germany GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 56. Germany GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 57. Germany GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 58. Germany GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 59. Germany GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 60. France GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 61. France GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 62. France GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 63. France GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 64. France GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 65. Asia Pacific GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 66. Asia Pacific GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 67. Asia Pacific GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 68. Asia Pacific GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 69. Asia Pacific GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 70. China GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 71. China GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 72. China GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 73. China GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 74. China GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 75. Japan GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 76. Japan GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 77. Japan GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 78. Japan GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 79. Japan GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 80. India GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 81. India GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 82. India GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 83. India GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 84. India GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 85. South Korea GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 86. South Korea GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 87. South Korea GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 88. South Korea GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 89. South Korea GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 90. Australia GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 91. Australia GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 92. Australia GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 93. Australia GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 94. Australia GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 95. Singapore GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 96. Singapore GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 97. Singapore GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 98. Singapore GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 99. Singapore GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 100. Malaysia GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 101. Malaysia GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 102. Malaysia GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 103. Malaysia GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 104. Malaysia GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 105. Latin America GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 106. Latin America GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 107. Latin America GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 108. Latin America GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 109. Latin America GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 110. Brazil GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 111. Brazil GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 112. Brazil GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 113. Brazil GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 114. Brazil GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 115. Argentina GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 116. Argentina GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 117. Argentina GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 118. Argentina GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 119. Argentina GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 120. MEA GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 121. MEA GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 122. MEA GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 123. MEA GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 124. MEA GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 125. KSA GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 126. KSA GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 127. KSA GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 128. KSA GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 129. KSA GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 130. UAE GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 131. UAE GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 132. UAE GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 133. UAE GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 134. UAE GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)
• Table 135. South Africa GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Table 136. South Africa GPU as a Service Market Estimates and Forecast, By Component, 2017 - 2030 (USD Million)
• Table 137. South Africa GPU as a Service Market Estimates and Forecast, By Pricing Model, 2017 - 2030 (USD Million)
• Table 138. South Africa GPU as a Service Market Estimates and Forecast, By Organization Size, 2017 - 2030 (USD Million)
• Table 139. South Africa GPU as a Service Market Estimates and Forecast, By Vertical, 2017 - 2030 (USD Million)

List of Figures

• Fig. 1 GPU as a Service Market Segmentation
• Fig. 2 Market Research Process
• Fig. 3 Component Landscape
• Fig. 4 Information Procurement
• Fig. 5 Primary Research Pattern
• Fig. 6 Market Research Approaches
• Fig. 7 Parent Market Analysis
• Fig. 8 Data Analysis Models
• Fig. 9 Market Formulation and Validation
• Fig. 10 Data Validating & Publishing
• Fig. 11 Market Snapshot
• Fig. 12 Competitive Landscape Snapshot
• Fig. 13 GPU as a Service Market: Industry Value Chain Analysis
• Fig. 14 Market driver relevance analysis (Current & future impact)
• Fig. 15 Market restraint relevance analysis (Current & future impact)
• Fig. 16 GPU as a Service Market: PORTER's Analysis
• Fig. 17 GPU as a Service Market: PESTEL Analysis
• Fig. 18 GPU as a Service Market: Component Outlook Key Takeaways (USD Million)
• Fig. 19 GPU as a Service Market: Component Movement Analysis 2024 & 2030 (USD Million)
• Fig. 20 Solution Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 21 Services Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 22 GPU as a Service Market: Pricing Model Outlook Key Takeaways (USD Million)
• Fig. 23 GPU as a Service Market: Pricing Model Movement Analysis 2024 & 2030 (USD Million)
• Fig. 24 Subscription-based plans Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 25 Pay-per-use Security Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 26 GPU as a Service Market: Organization Size Outlook Key Takeaways (USD Million)
• Fig. 27 GPU as a Service Market: Organization Size Movement Analysis 2024 & 2030 (USD Million)
• Fig. 28 Small & Medium Enterprises (SMEs) Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 29 Large Enterprises Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 30 GPU as a Service Market: Vertical Outlook Key Takeaways (USD Million)
• Fig. 31 GPU as a Service Market: Vertical Movement Analysis 2024 & 2030 (USD Million)
• Fig. 32 BFSI Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 33 Automotive Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 34 Healthcare Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 35 Gaming Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 36 Media and Entertainment Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 37 IT & Telecom Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 38 Others Market Estimates & Forecasts, 2017 - 2030 (Revenue, USD Million)
• Fig. 39 GPU as a Service Market Revenue, by Region, 2024 & 2030 (USD Million)
• Fig. 40 Regional Marketplace: Key Takeaways
• Fig. 41 GPU as a Service market: Regional outlook, 2024 & 2030 (USD Million)
• Fig. 42 North America GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 43 US GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 44 Canada GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 45 Mexico GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 46 Europe GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 47 UK GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 48 Germany GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 49 France GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 50 Asia Pacific GPU as a Service Market Estimates and Forecast, 2017 - 2030 (USD Million)
• Fig. 51 China GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 52 Japan GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 53 India GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 54 South Korea GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 55 Australia GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 56 Singapore GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 57 Malaysia GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 58 Latin America GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 59 Brazil GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 60 Argentina GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 61 MEA GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 62 UAE GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 63 KSA GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 64 South Africa GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
• Fig. 65 Key Company Categorization
• Fig. 66 Strategic Framework

GPU As A Service Market Growth & Trends:

The global GPU as a service market size is estimated to reach USD 12.26 billion by 2030, registering a CAGR of 22.9% from 2025 to 2030, according to a new report by Grand View Research, Inc. Artificial Intelligence (AI) and Machine Learning (ML) applications have become increasingly prevalent across various industries. These applications often require substantial computational power, which graphics processing units (GPUs) are well-suited to provide. GPU as a service (GPUaaS) provides scalability, allowing users to adjust their computational resources based on their specific requirements. As more businesses and researchers adopt AI and ML technologies, the demand for GPUaaS has risen accordingly.

The growing popularity of cloud computing has facilitated the expansion of GPUaaS offerings. Cloud service providers offer GPU instances to cater to customers who need powerful computing resources for tasks like deep learning, data analysis, rendering, and more. This has made GPUs more accessible to a broader range of users who may not have the means to invest in expensive hardware. For instance, Amazon Web Services (AWS) is a cloud service provider globally, and it offers a variety of GPU instances under its Amazon Elastic Compute Cloud (Amazon EC2) service. AWS provides different GPU instance types to cater to various computational workloads.

GPUaaS allows organizations and individuals to adjust their computational resources based on their specific needs, making it an appealing choice for those with varying GPU power requirements. The ability to scale GPU resources based on project and workload demands makes this flexibility highly appealing to organizations with varying GPU power needs. For instance, Google Cloud Platform (GCP) is a cloud service provider offering many GPU instances, including the potent NVIDIA A100 Tensor Core GPUs. These GPUs, built on the NVIDIA Ampere architecture, deliver substantial performance improvements for AI, ML, and high-performance computing workloads.

North America generated the largest revenue for the market. Businesses in North America are actively pursuing digital transformation strategies, and GPU as a Service is a crucial component of this process. The North America market has grown substantially and is important in the overall cloud computing and artificial intelligence (AI) ecosystem. The rising demand for GPUaaS is primarily fueled by the widespread adoption of AI, machine learning (ML), data analytics, and other GPU-intensive tasks across diverse industries. The Asia Pacific region is expected to be the fastest-growing market during the forecast period. The Asia-Pacific region is known for its rapid adoption of emerging technologies. Countries like China, India, Japan, South Korea, Australia, and Singapore have been at the forefront of GPUaaS adoption in the Asia-Pacific region.

GPU As A Service Market Report Highlights:

• By vertical, the gaming segment dominated the market with a largest revenue share in 2024. The gaming sector has seen a remarkable expansion in recent years, fueled by the rising popularity of online gaming, eSports, and virtual reality (VR) gaming.
• The North America region dominated the global market with a revenue share of 32.0% in 2024. Major cloud service providers like Amazon Web Services (AWS), Microsoft Azure, and Google Cloud Platform (GCP) have expanded their GPUaaS offerings in North America.
• Businesses increasingly relied on data analytics and high-performance computing, which often require powerful GPUs. GPUaaS provided an efficient way to access such computational power on demand.
• Researchers and institutions have been leveraging GPU as a Service to meet the computational demands of various scientific simulations, data analysis, and computational tasks. GPUs are highly efficient in performing parallel computations, making them well-suited for accelerating complex and computationally intensive workloads commonly found in research and scientific domains.

Table of Contents

Chapter 1. Methodology and Scope

• 1.1. Market Segmentation and Scope
• 1.2. Market Definitions
• 1.3. Research Methodology
  • 1.3.1. Information Procurement
  • 1.3.2. Information or Data Analysis
  • 1.3.3. Market Formulation & Data Visualization
  • 1.3.4. Data Validation & Publishing
• 1.4. Research Scope and Assumptions
  • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

• 2.1. Market Outlook
• 2.2. Segment Outlook
• 2.3. Competitive Insights

Chapter 3. GPU as a Service Market Variables, Trends, & Scope

• 3.1. Market Introduction/Lineage Outlook
• 3.2. Industry Value Chain Analysis
• 3.3. Market Dynamics
  • 3.3.1. Market Drivers Analysis
  • 3.3.2. Market Restraints Analysis
  • 3.3.3. Industry Opportunities
  • 3.3.4. Industry Challenges
• 3.4. GPU as a Service Market Analysis Tools
  • 3.4.1. Porter's Analysis
    • 3.4.1.1. Bargaining power of the suppliers
    • 3.4.1.2. Bargaining power of the buyers
    • 3.4.1.3. Threats of substitution
    • 3.4.1.4. Threats from new entrants
    • 3.4.1.5. Competitive rivalry
  • 3.4.2. PESTEL Analysis
    • 3.4.2.1. Political landscape
    • 3.4.2.2. Economic landscape
    • 3.4.2.3. Social landscape
    • 3.4.2.4. Technological landscape
    • 3.4.2.5. Environmental landscape
    • 3.4.2.6. Legal landscape

Chapter 4. GPU as a Service Market: Component Estimates & Trend Analysis

• 4.1. Segment Dashboard
• 4.2. GPU as a Service Market: Component Movement Analysis, 2024 & 2030 (USD Million)
• 4.3. Solution
  • 4.3.1. Solution Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 4.4. Services
  • 4.4.1. Services Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 5. GPU as a Service Market: Pricing Model Estimates & Trend Analysis

• 5.1. Segment Dashboard
• 5.2. GPU as a Service Market: Pricing Model Movement Analysis, 2024 & 2030 (USD Million)
• 5.3. Subscription-based plans
  • 5.3.1. Subscription-based plans Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 5.4. Pay-per-use
  • 5.4.1. Pay-per-use Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 6. GPU as a Service Market: Organization Size Estimates & Trend Analysis

• 6.1. Segment Dashboard
• 6.2. GPU as a Service Market: Organization Size Movement Analysis, 2024 & 2030 (USD Million)
• 6.3. Small & Medium Enterprises (SMEs)
  • 6.3.1. Small & Medium Enterprises (SMEs) Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 6.4. Large Enterprises
  • 6.4.1. Large Enterprises Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 7. GPU as a Service Market: Vertical Estimates & Trend Analysis

• 7.1. Segment Dashboard
• 7.2. GPU as a Service Market: Vertical Movement Analysis, 2024 & 2030 (USD Million)
• 7.3. BFSI
  • 7.3.1. BFSI Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 7.4. Automotive
  • 7.4.1. Automotive Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 7.5. Healthcare
  • 7.5.1. Healthcare Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 7.6. Gaming
  • 7.6.1. Gaming Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 7.7. Media and Entertainment
  • 7.7.1. Media and Entertainment Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 7.8. IT & Telecom
  • 7.8.1. IT & Telecom Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)
• 7.9. Others
  • 7.9.1. Others Market Revenue Estimates and Forecasts, 2017 - 2030 (USD Million)

Chapter 8. GPU as a Service Market: Regional Estimates & Trend Analysis

• 8.1. GPU as a Service Market Share, By Region, 2024 & 2030, USD Million
• 8.2. North America
  • 8.2.1. North America GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.2.2. North America GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
  • 8.2.3. North America GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
  • 8.2.4. North America GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
  • 8.2.5. North America GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.2.6. U.S.
    • 8.2.6.1. U.S. GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.2.6.2. U.S. GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.2.6.3. U.S. GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.2.6.4. U.S. GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.2.6.5. U.S. GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.2.7. Canada
    • 8.2.7.1. Canada GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.2.7.2. Canada GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.2.7.3. Canada GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.2.7.4. Canada GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.2.7.5. Canada GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.2.8. Mexico
    • 8.2.8.1. Mexico GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.2.8.2. Mexico GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.2.8.3. Mexico GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.2.8.4. Mexico GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.2.8.5. Mexico GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
• 8.3. Europe
  • 8.3.1. Europe GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.3.2. Europe GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
  • 8.3.3. Europe GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
  • 8.3.4. Europe GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
  • 8.3.5. Europe GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.3.6. U.K.
    • 8.3.6.1. U.K. GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.3.6.2. U.K. GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.3.6.3. U.K. GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.3.6.4. U.K. GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.3.6.5. U.K. GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.3.7. Germany
    • 8.3.7.1. Germany GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.3.7.2. Germany GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.3.7.3. Germany GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.3.7.4. Germany GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.3.7.5. Germany GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.3.8. France
    • 8.3.8.1. France GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.3.8.2. France GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.3.8.3. France GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.3.8.4. France GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.3.8.5. France GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
• 8.4. Asia Pacific
  • 8.4.1. Asia Pacific GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.4.2. Asia Pacific GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
  • 8.4.3. Asia Pacific GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
  • 8.4.4. Asia Pacific GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
  • 8.4.5. Asia Pacific GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.4.6. China
    • 8.4.6.1. China GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.6.2. China GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.4.6.3. China GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.4.6.4. China GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.4.6.5. China GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.4.7. Japan
    • 8.4.7.1. Japan GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.7.2. Japan GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.4.7.3. Japan GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.4.7.4. Japan GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.4.7.5. Japan GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.4.8. India
    • 8.4.8.1. India GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.8.2. India GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.4.8.3. India GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.4.8.4. India GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.4.8.5. India GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.4.9. South Korea
    • 8.4.9.1. South Korea GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.9.2. South Korea GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.4.9.3. South Korea GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.4.9.4. South Korea GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.4.9.5. South Korea GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.4.10. Australia
    • 8.4.10.1. Australia GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.10.2. Australia GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.4.10.3. Australia GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.4.10.4. Australia GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.4.10.5. Australia GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.4.11. Singapore
    • 8.4.11.1. Singapore GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.11.2. Singapore GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.4.11.3. Singapore GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.4.11.4. Singapore GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.4.11.5. Singapore GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.4.12. Malaysia
    • 8.4.12.1. Malaysia GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.4.12.2. Malaysia GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.4.12.3. Malaysia GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.4.12.4. Malaysia GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.4.12.5. Malaysia GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
• 8.5. Latin America
  • 8.5.1. Latin America GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.5.2. Latin America GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
  • 8.5.3. Latin America GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
  • 8.5.4. Latin America GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
  • 8.5.5. Latin America GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.5.6. Brazil
    • 8.5.6.1. Brazil GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.5.6.2. Brazil GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.5.6.3. Brazil GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.5.6.4. Brazil GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.5.6.5. Brazil GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.5.7. Argentina
    • 8.5.7.1. Argentina GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.5.7.2. Argentina GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.5.7.3. Argentina GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.5.7.4. Argentina GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.5.7.5. Argentina GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
• 8.6. Middle East and Africa
  • 8.6.1. Middle East and Africa GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
  • 8.6.2. Middle East and Africa GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
  • 8.6.3. Middle East and Africa GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
  • 8.6.4. Middle East and Africa GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
  • 8.6.5. Middle East and Africa GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.6.6. UAE
    • 8.6.6.1. UAE GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.6.6.2. UAE GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.6.6.3. UAE GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.6.6.4. UAE GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.6.6.5. UAE GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.6.7. KSA
    • 8.6.7.1. KSA GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.6.7.2. KSA GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.6.7.3. KSA GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.6.7.4. KSA GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.6.7.5. KSA GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)
  • 8.6.8. South Africa
    • 8.6.8.1. South Africa GPU as a Service Market Estimates and Forecasts, 2017 - 2030 (USD Million)
    • 8.6.8.2. South Africa GPU as a Service Market Estimates and Forecasts, by Component, 2017 - 2030 (USD Million)
    • 8.6.8.3. South Africa GPU as a Service Market Estimates and Forecasts, by Pricing Model, 2017 - 2030 (USD Million)
    • 8.6.8.4. South Africa GPU as a Service Market Estimates and Forecasts, by Organization Size, 2017 - 2030 (USD Million)
    • 8.6.8.5. South Africa GPU as a Service Market Estimates and Forecasts, by Vertical, 2017 - 2030 (USD Million)

Chapter 9. Competitive Landscape

• 9.1. Recent Developments & Impact Analysis by Key Market Participants
• 9.2. Company Categorization
• 9.3. Company Market Positioning
• 9.4. Company Heat Map Analysis
• 9.5. Strategy Mapping
• 9.6. Company Profiles
  • 9.6.1. Amazon Web Services, Inc.
    • 9.6.1.1. Participant's Overview
    • 9.6.1.2. Financial Performance
    • 9.6.1.3. Product Benchmarking
    • 9.6.1.4. Recent Developments
  • 9.6.2. Arm Limited
    • 9.6.2.1. Participant's Overview
    • 9.6.2.2. Financial Performance
    • 9.6.2.3. Product Benchmarking
    • 9.6.2.4. Recent Developments
  • 9.6.3. Fujitsu
    • 9.6.3.1. Participant's Overview
    • 9.6.3.2. Financial Performance
    • 9.6.3.3. Product Benchmarking
    • 9.6.3.4. Recent Developments
  • 9.6.4. HCL Technologies Limited
    • 9.6.4.1. Participant's Overview
    • 9.6.4.2. Financial Performance
    • 9.6.4.3. Product Benchmarking
    • 9.6.4.4. Recent Developments
  • 9.6.5. IBM Corporation
    • 9.6.5.1. Participant's Overview
    • 9.6.5.2. Financial Performance
    • 9.6.5.3. Product Benchmarking
    • 9.6.5.4. Recent Developments
  • 9.6.6. Intel Corporation
    • 9.6.6.1. Participant's Overview
    • 9.6.6.2. Financial Performance
    • 9.6.6.3. Product Benchmarking
    • 9.6.6.4. Recent Developments
  • 9.6.7. Microsoft
    • 9.6.7.1. Participant's Overview
    • 9.6.7.2. Financial Performance
    • 9.6.7.3. Product Benchmarking
    • 9.6.7.4. Recent Developments
  • 9.6.8. NVIDIA Corporation
    • 9.6.8.1. Participant's Overview
    • 9.6.8.2. Financial Performance
    • 9.6.8.3. Product Benchmarking
    • 9.6.8.4. Recent Developments
  • 9.6.9. Oracle
    • 9.6.9.1. Participant's Overview
    • 9.6.9.2. Financial Performance
    • 9.6.9.3. Product Benchmarking
    • 9.6.9.4. Recent Developments
  • 9.6.10. Qualcomm Technologies, Inc.
    • 9.6.10.1. Participant's Overview
    • 9.6.10.2. Financial Performance
    • 9.6.10.3. Product Benchmarking
    • 9.6.10.4. Recent Developments