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2023年の市場規模は208億米ドルで、2024年には251億3,000万米ドルに達すると予測され、CAGR 21.44％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。

データセンター向けGPU市場は、人工知能、機械学習、大規模データ処理の急成長分野に不可欠です。従来のグラフィックス・アプリケーションを超えるハイパフォーマンス・コンピューティングに特化したグラフィカル・プロセッシング・ユニットとして定義されるGPUは、データセンターが増大する計算需要に対応するために不可欠です。データセンター向けGPUの必要性は、複雑な計算を高速化し、データ・スループットを最適化し、エネルギー効率を向上させる比類ない能力に起因しています。GPUは、クラウド・コンピューティング、科学研究、金融モデリング、リアルタイム・データ分析など、さまざまな分野で応用されています。エンドユーザーは主に、巨大データ運用のための堅牢なソリューションを求めるハイテク大手、政府機関、研究機関などです。データ生成量の爆発的増加、AIや機械学習の採用拡大、従来のCPUベースの処理からGPUベースのシステムへの移行が進行していることなどが、成長に影響を与えています。チャンスは拡大するAI分野にあり、自律走行、個別化医療、スマートシティなどの分野で可能性があります。しかし、同市場は初期投資の高さ、熱管理の問題、消費電力の課題といった制約に直面しています。量子コンピューティングの統合、エッジコンピューティングの強化、AIに最適化されたGPUアーキテクチャなど、新たな動向とイノベーションは、研究とビジネス成長の道を示しています。企業は、消費電力と性能のバランスを効率的にとり、より優れた冷却ソリューションを統合したGPUの開発に注力すべきです。また、AIに特化した企業や研究機関とのコラボレーションにより、新たな機能を引き出し、市場範囲を拡大することができます。しかし、規制上の課題や技術の進化のスピードが速いため、企業は機敏に対応する必要があります。データセンター向けGPU市場は競争が激しく、急速に進化しているため、企業は関連性を維持し成長を促進するために、継続的な革新と新たな技術開拓への適応を迫られています。このような力学を理解することは、市場のプレーヤーにとって、固有の課題を克服しながら潜在能力を最大限に活用するために極めて重要です。

市場力学：急速に進化するデータセンター向けGPU市場の主要市場インサイトを公開

データセンター向けGPU市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的意思決定、新たなビジネスチャンスの獲得を行うことができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができるとともに、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • 製造業におけるインダストリー4.0の急速な導入と政府による支援政策
  • 世界企業および個人のクラウドベース・ソリューションへのシフト
  • 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
• 市場抑制要因
  • 高性能GPUの導入に伴う高コスト
• 市場機会
  • GPUアーキテクチャの絶え間ない革新と進歩
  • エッジコンピューティングの継続的な拡大により、堅牢なデータセンターGPUが求められる
• 市場の課題
  • GPUの発熱とエネルギー消費に関する問題

ポーターの5つの力：データセンター向けGPU市場をナビゲートする戦略ツール

ポーターの5つの力フレームワークは、市場情勢の競合情勢を理解するための重要なツールです。ポーターのファイブフォース・フレームワークは、企業の競争力を評価し、戦略的機会を探るための明確な手法を提供します。このフレームワークは、企業が市場内の勢力図を評価し、新規事業の収益性を判断するのに役立ちます。これらの洞察により、企業は自社の強みを活かし、弱みに対処し、潜在的な課題を回避することができ、より強靭な市場でのポジショニングを確保することができます。

PESTLE分析：データセンター向けGPU市場における外部からの影響の把握

外部マクロ環境要因は、データセンター向けGPU市場の業績ダイナミクスを形成する上で極めて重要な役割を果たします。政治的、経済的、社会的、技術的、法的、環境的要因の分析は、これらの影響をナビゲートするために必要な情報を提供します。PESTLE要因を調査することで、企業は潜在的なリスクと機会をよりよく理解することができます。この分析により、企業は規制、消費者の嗜好、経済動向の変化を予測し、先を見越した積極的な意思決定を行う準備ができます。

市場シェア分析データセンター向けGPU市場における競合情勢の把握

データセンター向けGPU市場の詳細な市場シェア分析により、ベンダーの業績を包括的に評価することができます。企業は、収益、顧客ベース、成長率などの主要指標を比較することで、競争上のポジショニングを明らかにすることができます。この分析により、市場の集中、断片化、統合の動向が明らかになり、ベンダーは競争が激化する中で自社の地位を高める戦略的意思決定を行うために必要な知見を得ることができます。

FPNVポジショニング・マトリックスデータセンター向けGPU市場におけるベンダーのパフォーマンス評価

FPNVポジショニングマトリックスは、データセンター向けGPU市場においてベンダーを評価するための重要なツールです。このマトリックスにより、ビジネス組織はベンダーのビジネス戦略と製品満足度に基づき評価することで、目標に沿った十分な情報に基づいた意思決定を行うことができます。4つの象限によってベンダーを明確かつ正確にセグメント化し、戦略目標に最適なパートナーやソリューションを特定することができます。

戦略分析と推奨データセンター向けGPU市場における成功への道筋を描く

データセンター向けGPU市場の戦略分析は、世界市場でのプレゼンス強化を目指す企業にとって不可欠です。主要なリソース、能力、業績指標を見直すことで、企業は成長機会を特定し、改善に取り組むことができます。このアプローチにより、競合情勢における課題を克服し、新たなビジネスチャンスを活かして長期的な成功を収めるための体制を整えることができます。

本レポートでは、主要な注目分野を網羅した市場の包括的な分析を提供しています：

1.市場の浸透度：現在の市場環境の詳細なレビュー、主要企業による広範なデータ、市場でのリーチと全体的な影響力の評価。

2.市場の開拓度：新興市場における成長機会を特定し、既存分野における拡大可能性を評価し、将来の成長に向けた戦略的ロードマップを提供します。

3.市場の多様化：最近の製品発売、未開拓の地域、業界の主要な進歩、市場を形成する戦略的投資を分析します。

4.競合の評価と情報：競合情勢を徹底的に分析し、市場シェア、事業戦略、製品ポートフォリオ、認証、規制当局の承認、特許動向、主要企業の技術進歩などを検証します。

5.製品開発およびイノベーション：将来の市場成長を促進すると期待される最先端技術、研究開発活動、製品イノベーションをハイライトしています。

また、利害関係者が十分な情報を得た上で意思決定できるよう、重要な質問にも答えています：

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

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：高いグラフィック性能と複雑なデータ計算を実現する個別データセンター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および通信部門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
  • 社交
  • 技術的
  • 法律上
  • 環境
• 顧客のカスタマイズ
  • BFSIセクターによるアプリケーションのユースケース
  • エネルギーおよび公共事業セクターでのアプリケーションの使用例
  • 教育分野別の応用事例
  • 政府部門による適用のユースケース
  • ヘルスケア分野別のアプリケーションの使用例
  • ITおよび通信分野における応用のユースケース
  • 製造業分野別のアプリケーションユースケース
  • 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市場導入モデル別

• 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-リアルタイム画像およびビデオ分析
  • 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-推奨システム
  • 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
  • エネルギーとユーティリティ-発電-コンテンツ作成
  • エネルギーとユーティリティ-生成- 合成データ生成
  • エネルギーとユーティリティ-生成- テキスト生成
  • エネルギーとユーティリティ-推論-リアルタイム画像およびビデオ分析
  • エネルギーと公共事業- 推論-推奨システム
  • エネルギーと公共事業- 推論-音声認識と翻訳
  • エネルギーと公共事業- 学習-データ分析とビッグデータ処理
  • エネルギーとユーティリティ-学習-ディープラーニングモデルのトレーニング
  • エネルギーと公共事業- 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-リアルタイム画像およびビデオ分析
  • 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および通信
  • ITおよび通信-生成- コンテンツ作成
  • ITおよび通信-生成- 合成データ生成
  • ITおよび通信-生成- テキスト生成
  • ITおよび通信-推論-リアルタイム画像およびビデオ分析
  • ITおよび通信-推論-推奨システム
  • ITおよび通信-推論-音声認識および翻訳
  • ITと通信-学習-データ分析とビッグデータ処理
  • ITおよび通信-学習-ディープラーニングモデルのトレーニング
  • ITと通信-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-リアルタイム画像およびビデオ分析
  • 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
• メディアとエンターテイメント
  • メディアとエンターテイメント-生成- コンテンツ作成
  • メディアとエンターテイメント-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
  • メディアとエンターテイメント-推論-リアルタイム画像とビデオ分析
  • メディアとエンターテイメント-推論-推奨システム
  • 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
  • メディアと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-リアルタイム画像およびビデオ分析
  • 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2023
• FPNVポジショニングマトリックス, 2023
• 競合シナリオ分析
  • Advanced Micro Devices、ZT Systemsの買収によりGPUサーバーの機能を強化
  • イマジネーション・テクノロジーズ・リミテッド、フォートレス・インベストメント・グループから戦略的投資を獲得
  • HPE、NVIDIA GPUを搭載した「ターンキー」AIデータセンターソリューションを発表
  • インテル社、クラウドとデータセンターでのAIパフォーマンスを向上させる次世代Xeonチップを発表
  • NVIDIA Corporation、GPUオーケストレーション機能強化のためRun：AIを買収
  • NVIDIA Corporationは、GPU技術を搭載したBlackwellのプラットフォームを発表しました。
  • Yotta、データセンター向けNVIDIAコーポレーションGPUを5億米ドルで買収し、GPUインフラを拡大
  • イマジネーションテクノロジーズリミテッドがDirectXをサポートする高性能GPU IPを発表
  • Googleは、大規模なデータセンターのAIワークロード向けに新しいTPUとGPUのイノベーションでAIインフラストラクチャを強化します。
• 戦略分析と提言
  • NVIDIAコーポレーション
  • イマジネーションテクノロジーズリミテッド
  • インテルコーポレーション
  • アドバンスト・マイクロ・デバイセズ社

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 RESEARCH PROCESS
• FIGURE 2. DATA CENTER GPU MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL DATA CENTER GPU MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL DATA CENTER GPU MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL DATA CENTER GPU MARKET SIZE, BY PRODUCT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL DATA CENTER GPU MARKET SIZE, BY MEMORY CAPACITY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL DATA CENTER GPU MARKET SIZE, BY DEPLOYMENT MODEL, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL DATA CENTER GPU MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL DATA CENTER GPU MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. AMERICAS DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 15. AMERICAS DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. UNITED STATES DATA CENTER GPU MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 17. UNITED STATES DATA CENTER GPU MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 19. ASIA-PACIFIC DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. EUROPE, MIDDLE EAST & AFRICA DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. EUROPE, MIDDLE EAST & AFRICA DATA CENTER GPU MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. DATA CENTER GPU MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 23. DATA CENTER GPU MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. DATA CENTER GPU MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• 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 20.80 billion in 2023, expected to reach USD 25.13 billion in 2024, and is projected to grow at a CAGR of 21.44%, to USD 81.07 billion by 2030.

The Data Center GPU market is integral to the burgeoning fields of artificial intelligence, machine learning, and large-scale data processing. Defined as graphical processing units specialized for high-performance computing beyond traditional graphics applications, these GPUs are vital for data centers to meet the escalating computational demands. The necessity for data center GPUs stems from their unparalleled ability to accelerate complex computations, optimize data throughput, and improve energy efficiency. They find applications across various sectors like cloud computing, scientific research, financial modeling, and real-time data analytics. End-users primarily include tech giants, governmental agencies, and research institutions seeking robust solutions for massive data operations. Growth is influenced by the explosion of data generation, increasing adoption of AI and machine learning, and the ongoing shift from traditional CPU-based processing to GPU-based systems. Opportunities lie in the expanding AI sector, with potential in sectors like autonomous driving, personalized medicine, and smart cities. However, the market faces limitations such as high initial investment, heat management issues, and power consumption challenges. Emerging trends and innovations like quantum computing integration, edge computing enhancements, and AI-optimized GPU architectures present avenues for research and business growth. Companies should focus on developing GPUs that efficiently balance power consumption with performance and integrate better cooling solutions. Collaborations with AI-focused enterprises and research institutes can also unlock new capabilities and expand market reach. However, regulatory challenges and the fast-paced evolution of technology require businesses to remain agile. The Data Center GPU market is competitive and rapidly evolving, pushing firms to continuously innovate and adapt to new technological developments to maintain relevance and drive growth. Understanding these dynamics is crucial for players within the market to harness its full potential while navigating its inherent challenges.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Data Center GPU Market

The Data Center GPU Market is undergoing transformative changes driven by a dynamic interplay of supply and demand factors. Understanding these evolving market dynamics prepares business organizations to make informed investment decisions, refine strategic decisions, and seize new opportunities. By gaining a comprehensive view of these trends, business organizations can mitigate various risks across political, geographic, technical, social, and economic domains while also gaining a clearer understanding of consumer behavior and its impact on manufacturing costs and purchasing trends.

• Market Drivers
  • The rapid adoption of Industry 4.0 across manufacturing industries with supportive government policies
  • Global businesses and individuals shift toward cloud-based solutions
  • Growing implementation of smart city projects and IoT applications
• Market Restraints
  • High cost associated with the deployment of high-performance GPUs
• Market Opportunities
  • Continuous innovation and advancements in GPU architectures
  • Ongoing expansion of edge computing demands robust data center GPUs
• Market Challenges
  • Issues related to heat output and energy consumption of GPUs

Porter's Five Forces: A Strategic Tool for Navigating the Data Center GPU Market

Porter's five forces framework is a critical tool for understanding the competitive landscape of the Data Center GPU Market. It offers business organizations with a clear methodology for evaluating their competitive positioning and exploring strategic opportunities. This framework helps businesses assess the power dynamics within the market and determine the profitability of new ventures. With these insights, business organizations can leverage their strengths, address weaknesses, and avoid potential challenges, ensuring a more resilient market positioning.

PESTLE Analysis: Navigating External Influences in the Data Center GPU Market

External macro-environmental factors play a pivotal role in shaping the performance dynamics of the Data Center GPU Market. Political, Economic, Social, Technological, Legal, and Environmental factors analysis provides the necessary information to navigate these influences. By examining PESTLE factors, businesses can better understand potential risks and opportunities. This analysis enables business organizations to anticipate changes in regulations, consumer preferences, and economic trends, ensuring they are prepared to make proactive, forward-thinking decisions.

Market Share Analysis: Understanding the Competitive Landscape in the Data Center GPU Market

A detailed market share analysis in the Data Center GPU Market provides a comprehensive assessment of vendors' performance. Companies can identify their competitive positioning by comparing key metrics, including revenue, customer base, and growth rates. This analysis highlights market concentration, fragmentation, and trends in consolidation, offering vendors the insights required to make strategic decisions that enhance their position in an increasingly competitive landscape.

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Data Center GPU Market

The Forefront, Pathfinder, Niche, Vital (FPNV) Positioning Matrix is a critical tool for evaluating vendors within the Data Center GPU Market. This matrix enables business organizations to make well-informed decisions that align with their goals by assessing vendors based on their business strategy and product satisfaction. The four quadrants provide a clear and precise segmentation of vendors, helping users identify the right partners and solutions that best fit their strategic objectives.

Strategy Analysis & Recommendation: Charting a Path to Success in the Data Center GPU Market

A strategic analysis of the Data Center GPU Market is essential for businesses looking to strengthen their global market presence. By reviewing key resources, capabilities, and performance indicators, business organizations can identify growth opportunities and work toward improvement. This approach helps businesses navigate challenges in the competitive landscape and ensures they are well-positioned to capitalize on newer opportunities and drive long-term success.

Key Company Profiles

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..

Market Segmentation & Coverage

This research report categorizes the Data Center GPU Market to forecast the revenues and analyze trends in each of the following sub-markets:

• 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.
• 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.

The report offers a comprehensive analysis of the market, covering key focus areas:

1. Market Penetration: A detailed review of the current market environment, including extensive data from top industry players, evaluating their market reach and overall influence.

2. Market Development: Identifies growth opportunities in emerging markets and assesses expansion potential in established sectors, providing a strategic roadmap for future growth.

3. Market Diversification: Analyzes recent product launches, untapped geographic regions, major industry advancements, and strategic investments reshaping the market.

4. Competitive Assessment & Intelligence: Provides a thorough analysis of the competitive landscape, examining market share, business strategies, product portfolios, certifications, regulatory approvals, patent trends, and technological advancements of key players.

5. Product Development & Innovation: Highlights cutting-edge technologies, R&D activities, and product innovations expected to drive future market growth.

The report also answers critical questions to aid stakeholders in making informed decisions:

1. What is the current market size, and what is the forecasted growth?

2. Which products, segments, and regions offer the best investment opportunities?

3. What are the key technology trends and regulatory influences shaping the market?

4. How do leading vendors rank in terms of market share and competitive positioning?

5. What revenue sources and strategic opportunities drive vendors' market entry or exit strategies?

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, 2023
• 13.2. FPNV Positioning Matrix, 2023
• 13.3. Competitive Scenario Analysis
  • 13.3.1. Advanced Micro Devices, Inc. enhances GPU server capabilities with the acquisition of ZT systems
  • 13.3.2. Imagination Technologies Limited secures strategic investment from Fortress Investment Group
  • 13.3.3. HPE launches 'Turnkey' AI data center solution featuring NVIDIA GPUs
  • 13.3.4. Intel Corporation unveils next-gen Xeon chips to elevate AI performance in cloud and data centers
  • 13.3.5. NVIDIA Corporation to Acquire Run:AI to enhance GPU orchestration capabilities
  • 13.3.6. NVIDIA Corporation unveiled a platform Blackwell engineered with GPU technology
  • 13.3.7. Yotta expands GPU infrastructure with USD 500 million purchase of NVIDIA Corporation GPU for data centers
  • 13.3.8. Imagination Technologies Limited unveils high-performance GPU IP with DirectX support
  • 13.3.9. 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.