データセンター向けGPU市場：製品、メモリ容量、導入モデル、エンドユーザー別-2025-2030年の世界予測

データセンター向けGPU市場の2024年の市場規模は251億3,000万米ドルで、2025年には304億4,000万米ドル、CAGR21.55%で成長し、2030年には810億7,000万米ドルに達すると予測されています。

データセンターGPUは、高性能ワークロードを強化し、人工知能、ビッグデータ分析、クラウドコンピューティングの飛躍的進歩を推進する、現代のコンピューティングにおける極めて重要な資産として急速に台頭しています。スケーラビリティと効率性がますます重視される市場において、GPUはもはやニッチなアプリケーションに追いやられるのではなく、世界中のデータセンター運用に不可欠なものとなっています。これらのプロセッシング・ユニットの進化は、コンピューティング・インフラストラクチャにおける深い変革を浮き彫りにしており、高速処理と並列計算機能がデジタルトランスフォーメーションの高まる要求に応えています。ハードウェアアーキテクチャとシステム設計の革新により、企業は従来のボトルネックを克服し、リアルタイム分析から複雑なシミュレーションやモデリングまで、さまざまなタスクを高速化できるようになりました。

このイントロダクションでは、データセンターの展望を再定義する新たな動向と技術の進歩について概説します。競合や運用上の課題に対応するために企業が進化を続ける中、データセンターのGPUは現在、パフォーマンスと運用効率を高めるためのバックボーンとしての役割を果たしています。本レポートでは、データセンター向けGPU市場の堅調な成長と多様化を示す、変革要因、セグメンテーションの洞察、地域別ダイナミクス、主要企業、戦略的提言について解説します。

データセンターGPU導入における業界の変革的変化

業界における最近のシフトは、データセンターGPUが重要な技術システムにどのように統合されるかを再定義しています。汎用コンピューティングからアクセラレータベースの特化型アーキテクチャへの移行により、速度、効率、精度が最優先される環境が生まれました。人工知能、機械学習、リアルタイム画像処理などの新たなアプリケーションが技術革新に拍車をかけ、データセンターに不可欠な資産としてGPUに対する需要が急激に高まっています。

技術の進歩により、現在ではソフトウェアとハードウェアのシームレスな融合が可能になり、よりコスト効率とエネルギー効率の高いソリューションが生み出されています。この変革は、クラウドとオンプレミスの両モデルを統合したハイブリッド・システムの展開に顕著に表れており、企業はさまざまな運用ニーズに柔軟に対応できるようになっています。生産性は、ディスクリートと統合GPUソリューションの両方をサポートし、より高い計算密度と性能を推進する、カスタマイズされた設計によってさらに向上します。レガシーインフラストラクチャがこれらの最新アーキテクチャに移行するにつれ、意思決定者はGPUの強化された機能を活用したスループットの向上と合理化されたオペレーションを目の当たりにしています。

業界のリーダーたちは、技術的なハードルを克服し、GPUのイノベーションをビジネスクリティカルなアプリケーションにさらに統合するための研究開発に投資することで、デジタルトランスフォーメーションの原動力としてのGPUの役割を確固たるものにしています。このダイナミックな環境は、データセンターGPUの潜在能力を最大限に活用し、急速に進化する市場環境で競争優位性を確保するための俊敏な戦略の必要性を強調しています。

データセンターGPUの包括的なセグメンテーション洞察

データセンターGPU市場のセグメンテーションは、多面的なエコシステムとその多様なアプリケーションに関する貴重な洞察を提供します。製品タイプを分析すると、市場はディスクリートGPUソリューションと統合GPUソリューションで明確に観察され、それぞれが異なるエンドユースシナリオに対応し、目標とする性能強化を実現しています。メモリ容量の領域では、4GB～8GB搭載モデル、8GB～16GBで動作するもの、16GBを超える構成、さらには4GB以下の容量のオプションまで、セグメンテーションの幅が広いです。この差別化は、スピードとデータ処理能力のバランスが不可欠となる計算タスクの多様な要求に対応するために極めて重要です。

デプロイメント・モデルは、クラウド環境とオンプレミスのデータセンターでデプロイされるソリューションを区分し、市場セグメンテーションをさらに細分化します。この区分は、スケーラブルなリモート運用と専用の内部システムの両方をサポートするデータセンターGPUの適応性を強調し、企業が特定のインフラ設定に基づいて性能を最適化できることを保証します。さらに、エンドユーザー別の区分では、この技術がさまざまな業種でどのように活用されているかについての詳細な展望が開かれます。銀行、金融サービス、保険などの分野では、コンテンツ作成、合成データ生成、テキスト生成、画像や動画のリアルタイム分析、レコメンダー・システム、音声認識や翻訳に焦点を当てたカテゴリーにさらに細分化されています。同様に、教育分野もこのアプローチを反映しており、コンテンツ作成、合成データ生成、テキスト生成、リアルタイムの画像・動画処理、ディープラーニング・モデルのトレーニングや強化学習などの学習主導型アプリケーションに加え、レコメンダー機能のために設計されたシステムなど、詳細なサブカテゴリーが設けられています。

エネルギー・公共事業、政府、ヘルスケアといった他の主要産業も、コンテンツ生成、合成データ生成、豊富な推論分析に特化した強化された機能を提供することで、同様のパターンをたどっています。IT・通信、製造、メディア・エンターテインメント、小売の各分野では、業界固有の課題に対処しながら、共通のフレームワークを可能にするセグメンテーション戦略が並行して進められています。これらすべてのセグメントにおいて、多様な業務分野にわたる学習、推論、生成を包含する分析の粒度は、戦略的イニシアチブの立案に役立つ包括的な洞察を提供します。この細分化された視点は、テクノロジー・プロバイダーがダイナミックに革新し、各市場セグメント特有の要件に合わせたサービスを提供する必要性を強調しています。

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • 政府の支援政策により、製造業全体でインダストリー4.0が急速に導入されている
    • 世界中の企業や個人がクラウドベースのソリューションに移行
    • スマートシティプロジェクトとIoTアプリケーションの導入拡大
  • 抑制要因
    • 高性能GPUの導入に伴う高コスト
  • 機会
    • GPUアーキテクチャの継続的な革新と進歩
    • エッジコンピューティングの継続的な拡大には、堅牢なデータセンターGPUが必要です。
  • 課題
    • GPUの発熱とエネルギー消費に関する問題
• 市場セグメンテーション分析
  • 製品：高いグラフィックス性能と複雑なデータ計算を実現する個別のデータセンターGPUの利用拡大
  • メモリ容量：パワーと手頃な価格のバランスをとるために、8GBから16GBのメモリ容量の採用が拡大しています。
  • 導入モデル：柔軟性と拡張性によりクラウド導入モデルが好まれる傾向が高まっています。
  • アプリケーション：迅速な分析と複雑な数学計算の処理のための学習におけるデータセンターGPUのアプリケーションの増加
  • エンドユーザー：ITおよび通信セクターの継続的な拡大により、堅調なデータセンター向けGPUの需要が加速
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社会
  • 技術的
  • 法律上
  • 環境
• 顧客のカスタマイズ
  • BFSIセクター別のアプリケーションの使用例
  • エネルギーおよび公益事業セクターでのアプリケーションのユースケース
  • 教育分野別の活用事例
  • 政府部門による適用のユースケース
  • ヘルスケア分野におけるアプリケーションのユースケース
  • IT・通信分野における応用事例
  • 製造業における適用事例
  • メディア・エンターテインメント分野における応用事例
  • 小売業における応用事例

第6章 データセンター向けGPU市場：製品別

• ディスクリート
• 統合型

第7章 データセンター向けGPU市場メモリ容量別

• 4GBから8GB
• 8GBから16GB
• 16GB以上
• 4 GB未満

第8章 データセンター向けGPU市場展開モデル別

• クラウド
• オンプレミス

第9章 データセンター向けGPU市場：エンドユーザー別

• BFSI
  • BFSI-生成- コンテンツ作成
  • BFSI-生成- 合成データ生成
  • BFSI-生成- テキスト生成
  • BFSI-推論-リアルタイム画像・動画分析
  • BFSI-推論-推奨システム
  • BFSI-推論-音声認識と翻訳
  • BFSI-学習-データ分析とビッグデータ処理
  • BFSI-学習-ディープラーニングモデルのトレーニング
  • BFSI-学習-強化学習
• 教育
  • 教育- 生成- コンテンツ作成
  • 教育- 生成- 合成データ生成
  • 教育- 生成- テキスト生成
  • 教育- 推論-リアルタイム画像・動画分析
  • 教育- 推論-推薦システム
  • 教育- 推論-音声認識と翻訳
  • 教育- 学習-データ分析とビッグデータ処理
  • 教育- 学習-ディープラーニングモデルのトレーニング
  • 教育- 学習-強化学習
• エネルギー・公益事業
  • エネルギーと公益事業- 発電-コンテンツ制作
  • エネルギーと公益事業- 発電-合成データ生成
  • エネルギーとユーティリティ-発電-テキスト生成
  • エネルギーと公益事業- 推論-リアルタイム画像およびビデオ分析
  • エネルギー・公益事業- 推論-レコメンデーションシステム
  • エネルギー・公益事業- 推論-音声認識と翻訳
  • エネルギーと公益事業- 学習-データ分析とビッグデータ処理
  • エネルギー・公益事業- 学習-ディープラーニングモデルのトレーニング
  • エネルギー・公益事業- 学習-強化学習
• 政府
  • 政府- 生成- コンテンツ作成
  • 政府- 生成- 合成データ生成
  • 政府- 生成- テキスト生成
  • 政府- 推論-リアルタイム画像・動画分析
  • 政府- 推論-推奨システム
  • 政府- 推論-音声認識と翻訳
  • 政府- 学習-データ分析とビッグデータ処理
  • 政府- 学習-ディープラーニングモデルのトレーニング
  • 政府- 学習-強化学習
• ヘルスケア
  • ヘルスケア-生成- コンテンツ作成
  • ヘルスケア-生成- 合成データ生成
  • ヘルスケア-生成- テキスト生成
  • ヘルスケア-推論-リアルタイム画像・動画分析
  • ヘルスケア-推論-推奨システム
  • ヘルスケア-推論-音声認識と翻訳
  • ヘルスケア-学習-データ分析とビッグデータ処理
  • ヘルスケア-学習-ディープラーニングモデルのトレーニング
  • ヘルスケア-学習-強化学習
• IT・通信
  • IT・通信-生成- コンテンツ作成
  • IT・通信-生成- 合成データ生成
  • ITと通信-生成- テキスト生成
  • IT・通信-推論-リアルタイム画像・動画分析
  • IT・通信-推論-レコメンデーションシステム
  • IT・通信-推論-音声認識と翻訳
  • ITと通信-学習-データ分析とビッグデータ処理
  • IT・通信-学習-ディープラーニングモデルのトレーニング
  • IT・通信-学習-強化学習
• 製造業
  • 製造- 生成- コンテンツ作成
  • 製造- 生成- 合成データ生成
  • 製造- 生成- テキスト生成
  • 製造- 推論-リアルタイム画像・動画分析
  • 製造- 推論-推奨システム
  • 製造- 推論-音声認識と翻訳
  • 製造- 学習-データ分析とビッグデータ処理
  • 製造- 学習-ディープラーニングモデルのトレーニング
  • 製造- 学習-強化学習
• メディア＆エンターテインメント
  • メディア＆エンターテイメント-生成- コンテンツ作成
  • メディア＆エンターテインメント-生成- 合成データ生成
  • メディアとエンターテイメント-生成- テキスト生成
  • メディア＆エンターテイメント-推論-リアルタイム画像・動画分析
  • メディア＆エンターテイメント-推論-レコメンデーションシステム
  • メディアとエンターテイメント-推論-音声認識と翻訳
  • メディアとエンターテイメント-学習-データ分析とビッグデータ処理
  • メディア＆エンターテイメント-学習-ディープラーニングモデルのトレーニング
  • メディアとエンターテイメント-学習-強化学習
• 小売り
  • 小売- 生成- コンテンツ作成
  • 小売- 生成- 合成データ生成
  • 小売- 生成- テキスト生成
  • 小売- 推論-リアルタイム画像・動画分析
  • 小売- 推論-推奨システム
  • 小売- 推論-音声認識と翻訳
  • 小売- 学習-データ分析とビッグデータ処理
  • 小売- 学習-ディープラーニングモデルのトレーニング
  • 小売- 学習-強化学習

第10章 南北アメリカのデータセンター向けGPU市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第11章 アジア太平洋地域のデータセンター向けGPU市場

• オーストラリア
• 中国
• インド
• インドネシア
• 日本
• マレーシア
• フィリピン
• シンガポール
• 韓国
• 台湾
• タイ
• ベトナム

第12章 欧州・中東・アフリカのデータセンター向けGPU市場

• デンマーク
• エジプト
• フィンランド
• フランス
• ドイツ
• イスラエル
• イタリア
• オランダ
• ナイジェリア
• ノルウェー
• ポーランド
• カタール
• ロシア
• サウジアラビア
• 南アフリカ
• スペイン
• スウェーデン
• スイス
• トルコ
• アラブ首長国連邦
• 英国

第13章 競合情勢

• 市場シェア分析, 2024
• FPNVポジショニングマトリックス, 2024
• 競合シナリオ分析
• 戦略分析と提言

企業一覧

• Advanced Micro Devices, Inc.
• Analog Devices, Inc.
• Arm Holdings PLC
• ASUSTeK Computer Inc.
• Broadcom Inc.
• Fujitsu Limited
• Google LLC by Alphabet Inc.
• Hewlett Packard Enterprise Company
• Huawei Investment & Holding Co., Ltd.
• Imagination Technologies Limited
• Intel Corporation
• International Business Machines Corporation
• Microsoft Corporation
• NVIDIA Corporation
• Oracle Corporation
• VeriSilicon Microelectronics（Shanghai）Co., Ltd.

LIST OF FIGURES

• FIGURE 1. DATA CENTER GPU MARKET MULTI-CURRENCY
• FIGURE 2. DATA CENTER GPU MARKET MULTI-LANGUAGE
• FIGURE 3. DATA CENTER GPU MARKET RESEARCH PROCESS
• FIGURE 4. DATA CENTER GPU MARKET SIZE, 2024 VS 2030
• FIGURE 5. GLOBAL DATA CENTER GPU MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 6. GLOBAL DATA CENTER GPU MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 7. GLOBAL DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2024 VS 2030 (%)
• FIGURE 9. GLOBAL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2024 VS 2030 (%)
• FIGURE 11. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2024 VS 2030 (%)
• FIGURE 13. GLOBAL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL DATA CENTER GPU MARKET SIZE, BY END-USER, 2024 VS 2030 (%)
• FIGURE 15. GLOBAL DATA CENTER GPU MARKET SIZE, BY END-USER, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 16. AMERICAS DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
• FIGURE 17. AMERICAS DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 18. UNITED STATES DATA CENTER GPU MARKET SIZE, BY STATE, 2024 VS 2030 (%)
• FIGURE 19. UNITED STATES DATA CENTER GPU MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 20. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
• FIGURE 21. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 22. EUROPE, MIDDLE EAST & AFRICA DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
• FIGURE 23. EUROPE, MIDDLE EAST & AFRICA DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
• FIGURE 24. DATA CENTER GPU MARKET SHARE, BY KEY PLAYER, 2024
• FIGURE 25. DATA CENTER GPU MARKET, FPNV POSITIONING MATRIX, 2024

LIST OF TABLES

• TABLE 1. DATA CENTER GPU MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
• TABLE 3. GLOBAL DATA CENTER GPU MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL DATA CENTER GPU MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. DATA CENTER GPU MARKET DYNAMICS
• TABLE 7. GLOBAL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL DATA CENTER GPU MARKET SIZE, BY DISCRETE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL DATA CENTER GPU MARKET SIZE, BY INTEGRATED, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL DATA CENTER GPU MARKET SIZE, BY 4GB TO 8GB, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL DATA CENTER GPU MARKET SIZE, BY 8GB TO 16GB, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL DATA CENTER GPU MARKET SIZE, BY ABOVE 16GB, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL DATA CENTER GPU MARKET SIZE, BY BELOW 4 GB, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL DATA CENTER GPU MARKET SIZE, BY CLOUD, BY REGION, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL DATA CENTER GPU MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 32. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 33. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 34. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 35. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 36. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 37. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 38. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 39. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 40. GLOBAL DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 41. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 42. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 43. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 44. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 45. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 46. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 47. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 48. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 49. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 50. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 51. GLOBAL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 52. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 53. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 54. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 55. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 56. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 57. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 58. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 59. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 60. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 61. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 62. GLOBAL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 63. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 64. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 65. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 66. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 67. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 68. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 69. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 70. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 71. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 72. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 73. GLOBAL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 74. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 75. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 76. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 77. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 78. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 79. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 80. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 81. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 82. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 83. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 84. GLOBAL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 85. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 86. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 87. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 88. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 89. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 90. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 91. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 92. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 93. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 94. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 95. GLOBAL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 96. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, BY REGION, 2018-2030 (USD MILLION)
• TABLE 97. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 98. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 99. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 100. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 101. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 102. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 103. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 104. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 105. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 106. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 107. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 108. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - GENERATION - CONTENT CREATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 109. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - GENERATION - SYNTHETIC DATA GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 110. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - GENERATION - TEXT GENERATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 111. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - INFERENCE - REAL-TIME IMAGE & VIDEO ANALYTICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 112. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - INFERENCE - RECOMMENDER SYSTEMS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 113. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - INFERENCE - SPEECH RECOGNITION & TRANSLATION, BY REGION, 2018-2030 (USD MILLION)
• TABLE 114. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - LEARNING - DATA ANALYTICS & BIG DATA PROCESSING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 115. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - LEARNING - DEEP LEARNING MODEL TRAINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 116. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL - LEARNING - REINFORCEMENT LEARNING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 117. GLOBAL DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 118. AMERICAS DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 119. AMERICAS DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 120. AMERICAS DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 121. AMERICAS DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 122. AMERICAS DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 123. AMERICAS DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 124. AMERICAS DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 125. AMERICAS DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 126. AMERICAS DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 127. AMERICAS DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 128. AMERICAS DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 129. AMERICAS DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 130. AMERICAS DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 131. AMERICAS DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 132. ARGENTINA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 133. ARGENTINA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 134. ARGENTINA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 135. ARGENTINA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 136. ARGENTINA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 137. ARGENTINA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 138. ARGENTINA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 139. ARGENTINA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 140. ARGENTINA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 141. ARGENTINA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 142. ARGENTINA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 143. ARGENTINA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 144. ARGENTINA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 145. BRAZIL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 146. BRAZIL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 147. BRAZIL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 148. BRAZIL DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 149. BRAZIL DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 150. BRAZIL DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 151. BRAZIL DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 152. BRAZIL DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 153. BRAZIL DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 154. BRAZIL DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 155. BRAZIL DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 156. BRAZIL DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 157. BRAZIL DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 158. CANADA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 159. CANADA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 160. CANADA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 161. CANADA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 162. CANADA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 163. CANADA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 164. CANADA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 165. CANADA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 166. CANADA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 167. CANADA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 168. CANADA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 169. CANADA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 170. CANADA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 171. MEXICO DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 172. MEXICO DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 173. MEXICO DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 174. MEXICO DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 175. MEXICO DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 176. MEXICO DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 177. MEXICO DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 178. MEXICO DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 179. MEXICO DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 180. MEXICO DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 181. MEXICO DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 182. MEXICO DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 183. MEXICO DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 184. UNITED STATES DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 185. UNITED STATES DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 186. UNITED STATES DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 187. UNITED STATES DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 188. UNITED STATES DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 189. UNITED STATES DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 190. UNITED STATES DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 191. UNITED STATES DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 192. UNITED STATES DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 193. UNITED STATES DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 194. UNITED STATES DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 195. UNITED STATES DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 196. UNITED STATES DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 197. UNITED STATES DATA CENTER GPU MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 198. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 199. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 200. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 201. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 202. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 203. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 204. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 205. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 206. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 207. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 208. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 209. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 210. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 211. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 212. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 213. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 214. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 215. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 216. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 217. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 218. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 219. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 220. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 221. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 222. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 223. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 224. AUSTRALIA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 225. CHINA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 226. CHINA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 227. CHINA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 228. CHINA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 229. CHINA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 230. CHINA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 231. CHINA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 232. CHINA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 233. CHINA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 234. CHINA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 235. CHINA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 236. CHINA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 237. CHINA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 238. INDIA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 239. INDIA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 240. INDIA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 241. INDIA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 242. INDIA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 243. INDIA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 244. INDIA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 245. INDIA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 246. INDIA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 247. INDIA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 248. INDIA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 249. INDIA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 250. INDIA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 251. INDONESIA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 252. INDONESIA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 253. INDONESIA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 254. INDONESIA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 255. INDONESIA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 256. INDONESIA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 257. INDONESIA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 258. INDONESIA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 259. INDONESIA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 260. INDONESIA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 261. INDONESIA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 262. INDONESIA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 263. INDONESIA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 264. JAPAN DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 265. JAPAN DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 266. JAPAN DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 267. JAPAN DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 268. JAPAN DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 269. JAPAN DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 270. JAPAN DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 271. JAPAN DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 272. JAPAN DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 273. JAPAN DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 274. JAPAN DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 275. JAPAN DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 276. JAPAN DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 277. MALAYSIA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 278. MALAYSIA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 279. MALAYSIA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 280. MALAYSIA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 281. MALAYSIA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 282. MALAYSIA DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 283. MALAYSIA DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 284. MALAYSIA DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 285. MALAYSIA DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 286. MALAYSIA DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 287. MALAYSIA DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 288. MALAYSIA DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 289. MALAYSIA DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 290. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 291. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 292. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 293. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 294. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 295. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 296. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 297. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 298. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 299. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 300. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 301. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 302. PHILIPPINES DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 303. SINGAPORE DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 304. SINGAPORE DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 305. SINGAPORE DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 306. SINGAPORE DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 307. SINGAPORE DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)
• TABLE 308. SINGAPORE DATA CENTER GPU MARKET SIZE, BY EDUCATION, 2018-2030 (USD MILLION)
• TABLE 309. SINGAPORE DATA CENTER GPU MARKET SIZE, BY ENERGY & UTILITIES, 2018-2030 (USD MILLION)
• TABLE 310. SINGAPORE DATA CENTER GPU MARKET SIZE, BY GOVERNMENT, 2018-2030 (USD MILLION)
• TABLE 311. SINGAPORE DATA CENTER GPU MARKET SIZE, BY HEALTHCARE, 2018-2030 (USD MILLION)
• TABLE 312. SINGAPORE DATA CENTER GPU MARKET SIZE, BY IT & TELECOMMUNICATIONS, 2018-2030 (USD MILLION)
• TABLE 313. SINGAPORE DATA CENTER GPU MARKET SIZE, BY MANUFACTURING, 2018-2030 (USD MILLION)
• TABLE 314. SINGAPORE DATA CENTER GPU MARKET SIZE, BY MEDIA & ENTERTAINMENT, 2018-2030 (USD MILLION)
• TABLE 315. SINGAPORE DATA CENTER GPU MARKET SIZE, BY RETAIL, 2018-2030 (USD MILLION)
• TABLE 316. SOUTH KOREA DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2018-2030 (USD MILLION)
• TABLE 317. SOUTH KOREA DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2018-2030 (USD MILLION)
• TABLE 318. SOUTH KOREA DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2030 (USD MILLION)
• TABLE 319. SOUTH KOREA DATA CENTER GPU MARKET SIZE, BY END-USER, 2018-2030 (USD MILLION)
• TABLE 320. SOUTH KOREA DATA CENTER GPU MARKET SIZE, BY BFSI, 2018-2030 (USD MILLION)

TA

The Data Center GPU Market was valued at USD 25.13 billion in 2024 and is projected to grow to USD 30.44 billion in 2025, with a CAGR of 21.55%, reaching USD 81.07 billion by 2030.

Data center GPUs have rapidly ascended as pivotal assets in modern computing, powering high-performance workloads and driving breakthroughs in artificial intelligence, big data analytics, and cloud computing. With a market increasingly focused on scalability and efficiency, GPUs are no longer relegated to niche applications but have become integral to data center operations worldwide. The evolution of these processing units underscores a deep transformation in computing infrastructure, where accelerated processing and parallel computation capabilities meet the rising demands of digital transformation. Innovations in hardware architecture and system design have allowed enterprises to overcome traditional bottlenecks, accelerating tasks that range from real-time analytics to complex simulation and modeling.

This introduction outlines the emerging trends and technological advancements that are redefining the data center landscape. With enterprises continuously evolving to meet competitive and operational challenges, data center GPUs now serve as the backbone for enhancing performance and operational efficiency. In this narrative, we explore the transformative drivers, segmentation insights, regional dynamics, key players, and strategic recommendations that collectively delineate the robust growth and diversification within the data center GPU market.

Transformative Industry Shifts in Data Center GPU Deployment

Recent shifts in the industry have redefined how data center GPUs are integrated into critical technology systems. The shift from general-purpose computing to specialized, accelerator-based architectures has created an environment where speed, efficiency, and precision are paramount. Emerging applications in artificial intelligence, machine learning, and real-time image processing have spurred innovation, triggering an exponential demand for GPUs as indispensable assets in data centers.

Technological advancements now enable a seamless blend of software and hardware, generating solutions that are more cost-effective and energy-efficient. This transformation is evident in the deployment of hybrid systems that integrate both cloud and on-premise models, ensuring that organizations can flexibly adapt to varying operational needs. Productivity is further amplified by tailored designs that support both discrete and integrated GPU solutions, driving higher computational density and performance. As legacy infrastructures make way for these modern architectures, decision-makers are witnessing improved throughput and streamlined operations that capitalize on the enhanced capabilities of GPUs.

Industry leaders are channeling investments into research and development to overcome technical hurdles and further integrate GPU innovations into business-critical applications, thereby solidifying their role as engines of digital transformation. This dynamic environment emphasizes the need for agile strategies to harness the full potential of data center GPUs, ensuring competitive advantage in a fast-evolving market landscape.

Comprehensive Segmentation Insights for Data Center GPUs

The segmentation of the data center GPU market provides valuable insights into the multifaceted ecosystem and its diverse applications. When analyzing product types, the market is distinctly observed across discrete and integrated GPU solutions, each catering to different end-use scenarios and delivering targeted performance enhancements. In the realm of memory capacity, the segmentation ranges from models equipped with 4GB to 8GB, those that operate within 8GB to 16GB, configurations above 16GB, and even options with capacities below 4GB. This differentiation is crucial for addressing the varied demands of computational tasks, where the balancing of speed and data handling capability becomes essential.

Deployment models further refine market segmentation, delineating the solutions deployed in cloud environments and on-premise data centers. This division highlights the adaptability of data center GPUs to support both scalable remote operations and dedicated internal systems, ensuring that enterprises can optimize performance based on specific infrastructural setups. In addition, the segmentation by end-user opens an in-depth perspective on how this technology is being harnessed across distinct verticals. Sectors such as banking, financial services, and insurance are dissected further into categories focused on content creation, synthetic data generation, text generation, real-time analytics of imagery and video, recommender systems, as well as speech recognition and translation. Similarly, the education domain mirrors this approach, with detailed sub-categories for content creation, synthetic data generation, text generation, real-time image and video processing, and systems designed for recommender functionalities alongside learning-driven applications, including deep learning model training and reinforcement learning.

Other key industries like energy and utilities, government, and healthcare follow a similar pattern by providing enhanced capabilities tailored to content generation, synthetic data production, and rich inferential analytics. In the sphere of information technology and telecommunications, as well as manufacturing, media and entertainment, and retail sectors, companies are witnessing parallel segmentation strategies that allow a common framework while addressing industry-specific challenges. Across all these segments, the granularity of analysis-encompassing learning, inference, and generation across diverse operational fields-provides comprehensive insights that help in crafting strategic initiatives. This segmented perspective underscores the necessity for technology providers to innovate dynamically and to align their offerings with the unique requirements of each market segment.

Based on Product, market is studied across Discrete and Integrated.

Based on Memory Capacity, market is studied across 4GB to 8GB, 8GB to 16GB, Above 16GB, and Below 4 GB.

Based on Deployment Model, market is studied across Cloud and On-premise.

Based on End-User, market is studied across BFSI, Education, Energy & Utilities, Government, Healthcare, IT & Telecommunications, Manufacturing, Media & Entertainment, and Retail. The BFSI is further studied across BFSI - Generation - Content Creation, BFSI - Generation - Synthetic Data Generation, BFSI - Generation - Text Generation, BFSI - Inference - Real-time Image & Video Analytics, BFSI - Inference - Recommender Systems, BFSI - Inference - Speech Recognition & Translation, BFSI - Learning - Data Analytics & Big Data Processing, BFSI - Learning - Deep Learning Model Training, and BFSI - Learning - Reinforcement Learning. The Education is further studied across Education - Generation - Content Creation, Education - Generation - Synthetic Data Generation, Education - Generation - Text Generation, Education - Inference - Real-time Image & Video Analytics, Education - Inference - Recommender Systems, Education - Inference - Speech Recognition & Translation, Education - Learning - Data Analytics & Big Data Processing, Education - Learning - Deep Learning Model Training, and Education - Learning - Reinforcement Learning. The Energy & Utilities is further studied across Energy & Utilities - Generation - Content Creation, Energy & Utilities - Generation - Synthetic Data Generation, Energy & Utilities - Generation - Text Generation, Energy & Utilities - Inference - Real-time Image & Video Analytics, Energy & Utilities - Inference - Recommender Systems, Energy & Utilities - Inference - Speech Recognition & Translation, Energy & Utilities - Learning - Data Analytics & Big Data Processing, Energy & Utilities - Learning - Deep Learning Model Training, and Energy & Utilities - Learning - Reinforcement Learning. The Government is further studied across Government - Generation - Content Creation, Government - Generation - Synthetic Data Generation, Government - Generation - Text Generation, Government - Inference - Real-time Image & Video Analytics, Government - Inference - Recommender Systems, Government - Inference - Speech Recognition & Translation, Government - Learning - Data Analytics & Big Data Processing, Government - Learning - Deep Learning Model Training, and Government - Learning - Reinforcement Learning. The Healthcare is further studied across Healthcare - Generation - Content Creation, Healthcare - Generation - Synthetic Data Generation, Healthcare - Generation - Text Generation, Healthcare - Inference - Real-time Image & Video Analytics, Healthcare - Inference - Recommender Systems, Healthcare - Inference - Speech Recognition & Translation, Healthcare - Learning - Data Analytics & Big Data Processing, Healthcare - Learning - Deep Learning Model Training, and Healthcare - Learning - Reinforcement Learning. The IT & Telecommunications is further studied across IT & Telecommunications - Generation - Content Creation, IT & Telecommunications - Generation - Synthetic Data Generation, IT & Telecommunications - Generation - Text Generation, IT & Telecommunications - Inference - Real-time Image & Video Analytics, IT & Telecommunications - Inference - Recommender Systems, IT & Telecommunications - Inference - Speech Recognition & Translation, IT & Telecommunications - Learning - Data Analytics & Big Data Processing, IT & Telecommunications - Learning - Deep Learning Model Training, and IT & Telecommunications - Learning - Reinforcement Learning. The Manufacturing is further studied across Manufacturing - Generation - Content Creation, Manufacturing - Generation - Synthetic Data Generation, Manufacturing - Generation - Text Generation, Manufacturing - Inference - Real-time Image & Video Analytics, Manufacturing - Inference - Recommender Systems, Manufacturing - Inference - Speech Recognition & Translation, Manufacturing - Learning - Data Analytics & Big Data Processing, Manufacturing - Learning - Deep Learning Model Training, and Manufacturing - Learning - Reinforcement Learning. The Media & Entertainment is further studied across Media & Entertainment - Generation - Content Creation, Media & Entertainment - Generation - Synthetic Data Generation, Media & Entertainment - Generation - Text Generation, Media & Entertainment - Inference - Real-time Image & Video Analytics, Media & Entertainment - Inference - Recommender Systems, Media & Entertainment - Inference - Speech Recognition & Translation, Media & Entertainment - Learning - Data Analytics & Big Data Processing, Media & Entertainment - Learning - Deep Learning Model Training, and Media & Entertainment - Learning - Reinforcement Learning. The Retail is further studied across Retail - Generation - Content Creation, Retail - Generation - Synthetic Data Generation, Retail - Generation - Text Generation, Retail - Inference - Real-time Image & Video Analytics, Retail - Inference - Recommender Systems, Retail - Inference - Speech Recognition & Translation, Retail - Learning - Data Analytics & Big Data Processing, Retail - Learning - Deep Learning Model Training, and Retail - Learning - Reinforcement Learning.

Analyzing the regional landscape reveals a nuanced picture of data center GPU adoption across major global markets. In the Americas, the adoption has been robust, driven by strong investments in technology infrastructure and a continuous push for digital transformation. Strategic deployments are prevalent in developed economies where innovation meets high operational demand. Meanwhile, in the Europe, Middle East & Africa region, a growing emphasis on technological modernization and regulatory frameworks is fostering a fertile environment for GPU integration. This regional approach not only emphasizes growth in established economies but also highlights emerging opportunities driven by investments in high-tech manufacturing and service sectors.

In the Asia-Pacific, rapid industrialization coupled with increasing digitalization has accelerated the deployment of advanced GPU solutions across various sectors. The convergence of government initiatives and private sector investments in cutting-edge technology creates a landscape rich with opportunity, steadily positioning the region as an influential player in the global technology arena. Overall, the regional insights point to differentiated growth trajectories and localized strategies that cater to the specific requirements and challenges of each market environment.

Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

Insights on Leading Global Companies in the Data Center GPU Space

Key industry players are shaping the narrative of the data center GPU market through their persistent innovation and strategic investments. Leading companies such as Advanced Micro Devices, Inc. and Analog Devices, Inc. are consistently pushing the boundaries of performance, while Arm Holdings PLC plays a critical role in crafting the architectures that underpin emerging GPU strategies. Technology firms like ASUSTeK Computer Inc. and Broadcom Inc. have significantly contributed by developing novel solutions that resonate with today's high-demand computational tasks.

Global giants including Fujitsu Limited and Google LLC by Alphabet Inc. are leveraging their expansive research and development capabilities to pioneer custom solutions that cater to diverse data center requirements. Corporations such as Hewlett Packard Enterprise Company, Huawei Investment & Holding Co., Ltd., and Imagination Technologies Limited maintain a competitive edge through advanced technological integration and strategic market positioning. Meanwhile, stalwarts like Intel Corporation and International Business Machines Corporation have a long-standing legacy of driving innovation in data processing and hardware acceleration, further solidifying the market landscape.

In the realm of software and hardware convergence, Microsoft Corporation and Oracle Corporation are redefining enterprise solutions, bolstering the capabilities of data center GPUs. Dominating the market with cutting-edge designs and rigorous performance standards, NVIDIA Corporation stands out as a formidable force driving industry standards. Complemented by VeriSilicon Microelectronics (Shanghai) Co., Ltd., these companies are collectively steering the industry towards enhanced performance, greater efficiency, and expanded market reach.

The report delves into recent significant developments in the Data Center GPU Market, highlighting leading vendors and their innovative profiles. These include Advanced Micro Devices, Inc., Analog Devices, Inc., Arm Holdings PLC, ASUSTeK Computer Inc., Broadcom Inc., Fujitsu Limited, Google LLC by Alphabet Inc., Hewlett Packard Enterprise Company, Huawei Investment & Holding Co., Ltd., Imagination Technologies Limited, Intel Corporation, International Business Machines Corporation, Microsoft Corporation, NVIDIA Corporation, Oracle Corporation, and VeriSilicon Microelectronics (Shanghai) Co., Ltd.. Actionable Recommendations for Industry Leaders in Evolving GPU Markets

Industry leaders are advised to emphasize agility and robust innovation in response to the continuous evolution within the data center GPU market. First and foremost, it is essential to invest in research that explores both incremental improvements and disruptive technologies, ensuring that product portfolios are versatile enough to meet varying computational needs. Fostering strategic partnerships with technology providers and integrating college and industry research can help bridge the gap between emerging trends and market applications.

Organizations should focus on tailoring products by leveraging detailed segmentation insights, ensuring that offerings resonate with the specific requirements of each market segment. For instance, designing solutions that cater to both discrete and integrated products while optimizing for a broad range of memory capacities will open avenues to capture diverse customer segments. In parallel, enhancing cloud and on-premise deployment capabilities provides an operational advantage by offering scalable and flexible solutions.

Furthermore, adopting a regional strategy that addresses localized demands and regulatory nuances will be key. This includes optimizing operational efficiencies in the Americas, Europe, Middle East & Africa, and Asia-Pacific by developing customized deployment models that align with regional economic dynamics and technological maturity. Lastly, continuous competitive analysis of key companies within the market will provide invaluable insights that can drive proactive decision-making and provide a sustainable competitive edge over time.

Conclusion: Strategic Outlook for the Data Center GPU Market

In conclusion, the evolving landscape of data center GPUs demonstrates a compelling convergence of innovation, market segmentation, and regional cooperation. Through strategic refinements in product development, deployment models, and market segmentation, the sector is poised for significant growth. The insights derived from detailed segmentation analysis not only reveal the heterogeneous demands across various industries but also provide a pathway for enhanced value propositions and technology integration strategies.

The ongoing advancements in GPU technology are reshaping computing infrastructure, offering unparalleled benefits in terms of scalability, performance, and efficiency. As traditional systems give way to next-generation solutions, organizations are increasingly focusing on aligning their operational and strategic initiatives with emerging technological trends. This comprehensive overview underscores the transformative potential embedded in the market, highlighting the importance of adopting agile and visionary strategies to maintain a competitive edge in a rapidly evolving technological environment.

Table of Contents

1. Preface

• 1.1. Objectives of the Study
• 1.2. Market Segmentation & Coverage
• 1.3. Years Considered for the Study
• 1.4. Currency & Pricing
• 1.5. Language
• 1.6. Stakeholders

2. Research Methodology

• 2.1. Define: Research Objective
• 2.2. Determine: Research Design
• 2.3. Prepare: Research Instrument
• 2.4. Collect: Data Source
• 2.5. Analyze: Data Interpretation
• 2.6. Formulate: Data Verification
• 2.7. Publish: Research Report
• 2.8. Repeat: Report Update

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. The rapid adoption of Industry 4.0 across manufacturing industries with supportive government policies
    • 5.1.1.2. Global businesses and individuals shift toward cloud-based solutions
    • 5.1.1.3. Growing implementation of smart city projects and IoT applications
  • 5.1.2. Restraints
    • 5.1.2.1. High cost associated with the deployment of high-performance GPUs
  • 5.1.3. Opportunities
    • 5.1.3.1. Continuous innovation and advancements in GPU architectures
    • 5.1.3.2. Ongoing expansion of edge computing demands robust data center GPUs
  • 5.1.4. Challenges
    • 5.1.4.1. Issues related to heat output and energy consumption of GPUs
• 5.2. Market Segmentation Analysis
  • 5.2.1. Product: Growing utilization of discrete data centers GPU for high graphics performance and complex data computations
  • 5.2.2. Memory Capacity: Growing adoption of 8GB to 16GB memory capacity to provide a balance of power and affordability
  • 5.2.3. Deployment Model: Increasing preference for cloud deployment model due to its flexibility and scalability
  • 5.2.4. Application: Rising application of data center GPUs in learning for rapid analysis and handling complex mathematical computations
  • 5.2.5. End-User: Ongoing expansion of IT & telecommunications sector accelerates demand for robust data center GPU
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental
• 5.5. Client Customization
  • 5.5.1. Use cases for application by BFSI sector
  • 5.5.2. Use cases for application by energy & utilities sector
  • 5.5.3. Use cases for application by education sector
  • 5.5.4. Use cases for application by government sector
  • 5.5.5. Use cases for application by healthcare sector
  • 5.5.6. Use cases for application by IT & telecommunications sector
  • 5.5.7. Use cases for application by manufacturing sector
  • 5.5.8. Use cases for application by media & entertainment sector
  • 5.5.9. Use cases for application by retail sector

6. Data Center GPU Market, by Product

• 6.1. Introduction
• 6.2. Discrete
• 6.3. Integrated

7. Data Center GPU Market, by Memory Capacity

• 7.1. Introduction
• 7.2. 4GB to 8GB
• 7.3. 8GB to 16GB
• 7.4. Above 16GB
• 7.5. Below 4 GB

8. Data Center GPU Market, by Deployment Model

• 8.1. Introduction
• 8.2. Cloud
• 8.3. On-premise

9. Data Center GPU Market, by End-User

• 9.1. Introduction
• 9.2. BFSI
  • 9.2.1. BFSI - Generation - Content Creation
  • 9.2.2. BFSI - Generation - Synthetic Data Generation
  • 9.2.3. BFSI - Generation - Text Generation
  • 9.2.4. BFSI - Inference - Real-time Image & Video Analytics
  • 9.2.5. BFSI - Inference - Recommender Systems
  • 9.2.6. BFSI - Inference - Speech Recognition & Translation
  • 9.2.7. BFSI - Learning - Data Analytics & Big Data Processing
  • 9.2.8. BFSI - Learning - Deep Learning Model Training
  • 9.2.9. BFSI - Learning - Reinforcement Learning
• 9.3. Education
  • 9.3.1. Education - Generation - Content Creation
  • 9.3.2. Education - Generation - Synthetic Data Generation
  • 9.3.3. Education - Generation - Text Generation
  • 9.3.4. Education - Inference - Real-time Image & Video Analytics
  • 9.3.5. Education - Inference - Recommender Systems
  • 9.3.6. Education - Inference - Speech Recognition & Translation
  • 9.3.7. Education - Learning - Data Analytics & Big Data Processing
  • 9.3.8. Education - Learning - Deep Learning Model Training
  • 9.3.9. Education - Learning - Reinforcement Learning
• 9.4. Energy & Utilities
  • 9.4.1. Energy & Utilities - Generation - Content Creation
  • 9.4.2. Energy & Utilities - Generation - Synthetic Data Generation
  • 9.4.3. Energy & Utilities - Generation - Text Generation
  • 9.4.4. Energy & Utilities - Inference - Real-time Image & Video Analytics
  • 9.4.5. Energy & Utilities - Inference - Recommender Systems
  • 9.4.6. Energy & Utilities - Inference - Speech Recognition & Translation
  • 9.4.7. Energy & Utilities - Learning - Data Analytics & Big Data Processing
  • 9.4.8. Energy & Utilities - Learning - Deep Learning Model Training
  • 9.4.9. Energy & Utilities - Learning - Reinforcement Learning
• 9.5. Government
  • 9.5.1. Government - Generation - Content Creation
  • 9.5.2. Government - Generation - Synthetic Data Generation
  • 9.5.3. Government - Generation - Text Generation
  • 9.5.4. Government - Inference - Real-time Image & Video Analytics
  • 9.5.5. Government - Inference - Recommender Systems
  • 9.5.6. Government - Inference - Speech Recognition & Translation
  • 9.5.7. Government - Learning - Data Analytics & Big Data Processing
  • 9.5.8. Government - Learning - Deep Learning Model Training
  • 9.5.9. Government - Learning - Reinforcement Learning
• 9.6. Healthcare
  • 9.6.1. Healthcare - Generation - Content Creation
  • 9.6.2. Healthcare - Generation - Synthetic Data Generation
  • 9.6.3. Healthcare - Generation - Text Generation
  • 9.6.4. Healthcare - Inference - Real-time Image & Video Analytics
  • 9.6.5. Healthcare - Inference - Recommender Systems
  • 9.6.6. Healthcare - Inference - Speech Recognition & Translation
  • 9.6.7. Healthcare - Learning - Data Analytics & Big Data Processing
  • 9.6.8. Healthcare - Learning - Deep Learning Model Training
  • 9.6.9. Healthcare - Learning - Reinforcement Learning
• 9.7. IT & Telecommunications
  • 9.7.1. IT & Telecommunications - Generation - Content Creation
  • 9.7.2. IT & Telecommunications - Generation - Synthetic Data Generation
  • 9.7.3. IT & Telecommunications - Generation - Text Generation
  • 9.7.4. IT & Telecommunications - Inference - Real-time Image & Video Analytics
  • 9.7.5. IT & Telecommunications - Inference - Recommender Systems
  • 9.7.6. IT & Telecommunications - Inference - Speech Recognition & Translation
  • 9.7.7. IT & Telecommunications - Learning - Data Analytics & Big Data Processing
  • 9.7.8. IT & Telecommunications - Learning - Deep Learning Model Training
  • 9.7.9. IT & Telecommunications - Learning - Reinforcement Learning
• 9.8. Manufacturing
  • 9.8.1. Manufacturing - Generation - Content Creation
  • 9.8.2. Manufacturing - Generation - Synthetic Data Generation
  • 9.8.3. Manufacturing - Generation - Text Generation
  • 9.8.4. Manufacturing - Inference - Real-time Image & Video Analytics
  • 9.8.5. Manufacturing - Inference - Recommender Systems
  • 9.8.6. Manufacturing - Inference - Speech Recognition & Translation
  • 9.8.7. Manufacturing - Learning - Data Analytics & Big Data Processing
  • 9.8.8. Manufacturing - Learning - Deep Learning Model Training
  • 9.8.9. Manufacturing - Learning - Reinforcement Learning
• 9.9. Media & Entertainment
  • 9.9.1. Media & Entertainment - Generation - Content Creation
  • 9.9.2. Media & Entertainment - Generation - Synthetic Data Generation
  • 9.9.3. Media & Entertainment - Generation - Text Generation
  • 9.9.4. Media & Entertainment - Inference - Real-time Image & Video Analytics
  • 9.9.5. Media & Entertainment - Inference - Recommender Systems
  • 9.9.6. Media & Entertainment - Inference - Speech Recognition & Translation
  • 9.9.7. Media & Entertainment - Learning - Data Analytics & Big Data Processing
  • 9.9.8. Media & Entertainment - Learning - Deep Learning Model Training
  • 9.9.9. Media & Entertainment - Learning - Reinforcement Learning
• 9.10. Retail
  • 9.10.1. Retail - Generation - Content Creation
  • 9.10.2. Retail - Generation - Synthetic Data Generation
  • 9.10.3. Retail - Generation - Text Generation
  • 9.10.4. Retail - Inference - Real-time Image & Video Analytics
  • 9.10.5. Retail - Inference - Recommender Systems
  • 9.10.6. Retail - Inference - Speech Recognition & Translation
  • 9.10.7. Retail - Learning - Data Analytics & Big Data Processing
  • 9.10.8. Retail - Learning - Deep Learning Model Training
  • 9.10.9. Retail - Learning - Reinforcement Learning

10. Americas Data Center GPU Market

• 10.1. Introduction
• 10.2. Argentina
• 10.3. Brazil
• 10.4. Canada
• 10.5. Mexico
• 10.6. United States

11. Asia-Pacific Data Center GPU Market

• 11.1. Introduction
• 11.2. Australia
• 11.3. China
• 11.4. India
• 11.5. Indonesia
• 11.6. Japan
• 11.7. Malaysia
• 11.8. Philippines
• 11.9. Singapore
• 11.10. South Korea
• 11.11. Taiwan
• 11.12. Thailand
• 11.13. Vietnam

12. Europe, Middle East & Africa Data Center GPU Market

• 12.1. Introduction
• 12.2. Denmark
• 12.3. Egypt
• 12.4. Finland
• 12.5. France
• 12.6. Germany
• 12.7. Israel
• 12.8. Italy
• 12.9. Netherlands
• 12.10. Nigeria
• 12.11. Norway
• 12.12. Poland
• 12.13. Qatar
• 12.14. Russia
• 12.15. Saudi Arabia
• 12.16. South Africa
• 12.17. Spain
• 12.18. Sweden
• 12.19. Switzerland
• 12.20. Turkey
• 12.21. United Arab Emirates
• 12.22. United Kingdom

13. Competitive Landscape

• 13.1. Market Share Analysis, 2024
• 13.2. FPNV Positioning Matrix, 2024
• 13.3. Competitive Scenario Analysis
  • 13.3.1. Japanese cloud companies leverage Nvidia technology to revolutionize AI infrastructure in key industries
  • 13.3.2. Transformative impact of Accenture and NVIDIA's partnership on global enterprise AI adoption
  • 13.3.3. Advanced Micro Devices, Inc. enhances GPU server capabilities with the acquisition of ZT systems
  • 13.3.4. Imagination Technologies Limited secures strategic investment from Fortress Investment Group
  • 13.3.5. HPE launches 'Turnkey' AI data center solution featuring NVIDIA GPUs
  • 13.3.6. Intel Corporation unveils next-gen Xeon chips to elevate AI performance in cloud and data centers
  • 13.3.7. NVIDIA Corporation to Acquire Run:AI to enhance GPU orchestration capabilities
  • 13.3.8. NVIDIA Corporation unveiled a platform Blackwell engineered with GPU technology
  • 13.3.9. Yotta expands GPU infrastructure with USD 500 million purchase of NVIDIA Corporation GPU for data centers
  • 13.3.10. Imagination Technologies Limited unveils high-performance GPU IP with DirectX support
  • 13.3.11. Google enhances AI infrastructure with new TPU and GPU innovations for large-scale data center AI workloads
• 13.4. Strategy Analysis & Recommendation
  • 13.4.1. NVIDIA Corporation
  • 13.4.2. Imagination Technologies Limited
  • 13.4.3. Intel Corporation
  • 13.4.4. Advanced Micro Devices, Inc.

Companies Mentioned

• 1. Advanced Micro Devices, Inc.
• 2. Analog Devices, Inc.
• 3. Arm Holdings PLC
• 4. ASUSTeK Computer Inc.
• 5. Broadcom Inc.
• 6. Fujitsu Limited
• 7. Google LLC by Alphabet Inc.
• 8. Hewlett Packard Enterprise Company
• 9. Huawei Investment & Holding Co., Ltd.
• 10. Imagination Technologies Limited
• 11. Intel Corporation
• 12. International Business Machines Corporation
• 13. Microsoft Corporation
• 14. NVIDIA Corporation
• 15. Oracle Corporation
• 16. VeriSilicon Microelectronics (Shanghai) Co., Ltd.