データセンターアクセラレータ市場：プロセッサタイプ、データセンタータイプ、アプリケーション別-2024-2030年の世界予測

データセンターアクセラレータ市場規模は、2023年に316億8,000万米ドルと推定され、2024年には372億1,000万米ドルに達し、CAGR 18.02%で2030年には1,010億4,000万米ドルに達すると予測されています。

データセンターアクセラレータは、データセンターの計算プロセスのパフォーマンスと効率を向上させるために設計されたハードウェア・デバイスやソフトウェア機構のカテゴリです。アクセラレータをデータセンター・インフラに統合することで、企業は全体的なパフォーマンスを向上させ、特定のタスクの処理時間を短縮し、ワークロードあたりのエネルギー消費量を削減し、運用とコストの削減につなげることができます。企業が重要な業務をデータセンターに依存し続ける中、こうしたアクセラレーターの需要は拡大すると予想されます。その主な要因のひとつは、さまざまな業界で人工知能（AI）や機械学習（ML）の需要が高まっていることです。これらの技術には膨大なコンピューティング・パワーが必要であり、アクセラレータはそれを提供します。さらに、複雑なデータセットの量が増加しているため、迅速な分析と洞察の導出を促進するためにアクセラレータを使用する必要があります。しかし、データセンターアクセラレータを使用する際の技術的な限界や、データのプライバシーやデータセキュリティの喪失に関する問題から、データセンターアクセラレータの安全性、正確性、信頼性に関する懸念が高まっています。大手企業は、データプライバシーに関する課題に取り組み、データ保護規制の遵守を確実にするために、新しい技術革新の統合を模索しています。さらに、世界中のエッジデータセンターとハイパースケールデータセンターの設立への投資は、データセンターアクセラレータに新たな成長の道をもたらしています。

データセンターのタイプクラウドデータセンターにおけるアクセラレータの採用による全体的な運用効率の最適化

クラウド データセンターアクセラレータのニーズは、効率的でスケーラブル、かつコスト効率の高いサービスに対する需要の高まりにあります。最新のハイパースケールデータセンターで処理される膨大なデータストリームは、アクセラレータの採用につながり、機械学習、データ分析、重要なアプリケーション処理などのタスクのパフォーマンスを向上させました。アクセラレータを導入することで、より高いスループット、低レイテンシ、電力効率を実現し、大規模なデータセットを短時間で処理することが可能になります。複数のクライアントが物理インフラを共有するコロケーション・データセンターでは、パフォーマンスとスケーラビリティの考慮が最も重要です。共有環境の複雑化に伴い、データ・アクセラレータはワークロードに特化したパフォーマンス・チューニングのメリットを提供できます。アクセラレータは、大規模なデータセットを高速で分析する機能をもたらし、データのボトルネックのリスクを軽減します。迅速なデータ処理が可能になり、マルチテナント環境のサービス・レベルの向上につながります。エンタープライズ・データセンターでは、データの増加やエンタープライズ・アプリケーションの高度化により、データ・アクセラレータは必需品になりつつあります。アクセラレーターは複雑な計算タスクをサポートし、データ処理と分析を強化することができます。マネージド・サービス・データセンターは、サードパーティ企業によって運営されているため、効率的でシームレスなサービスを提供する必要に迫られています。顧客の要求は、高速データ処理から強固なセキュリティ対策まで多岐にわたります。データセンター・アクセラレータは、より高速で効率的な処理を提供し、大規模なサーバー群の必要性を低減する可能性があるため、顧客企業を支援することができます。これにより、パフォーマンスの向上と運用コストの削減の両方が期待できます。

プロセッサーの種類：中央処理装置（CPU）の能力向上のための進歩と投資

特定用途向け集積回路（ASIC）は、汎用的な用途ではなく、特定の用途やアプリケーション向けに設計されたカスタマイズされた集積回路です。データセンターの運用では、ASICは、特定のタスクを高効率かつ高速に実行するようにハードウェアを最適化することで、特定のワークロードを高速化するために実装されます。中央演算処理装置（CPU）は、コンピュータ内部のほとんどの処理を実行するコンピュータの重要な要素です。データセンターでは、CPUはコンピュータ・プログラムからの命令を実行する役割を担っており、命令によって指定された演算、論理、制御、入出力機能を含みます。フィールドプログラマブルゲートアレイ（FPGA）には、プログラム可能な相互接続を使用して接続されたコンフィギュラブルロジックブロック（CLB）のマトリックスを中心に構築された半導体デバイスが含まれます。FPGAは、製造後に希望のアプリケーションや機能要件に合わせて再プログラムすることができます。グラフィック・プロセッシング・ユニット（GPU）は、画像生成を高速化するために設計された特殊な電子回路です。

アプリケーション大量のデータを管理・分析するための企業向けインターフェイスへのニーズが高まるデータセンターアクセラレータ

ディープラーニングは機械学習のサブセットで、人間の脳の機能をシミュレートする複数の層を持つニューラルネットワークを含みます。複雑なパターンを認識し、データ駆動型の意思決定を行うことができるモデルを訓練するために、膨大な計算能力を必要とする高度なアルゴリズムが使用されます。データセンター・アクセラレーターは、トレーニング時間を短縮し、リソース集約的なタスクの効率を向上させる。エンタープライズ・インターフェースとは、データ分析や機械学習を含む多様なアプリケーションをサポートするために、企業環境内でデータセンターアクセラレータを統合することを指します。この環境において、アクセラレータの役割は、大量のデータを迅速に処理するために必要な計算能力を提供することです。データセンターアクセラレータは、パブリック・クラウド・サービスにとって重要な要素となっており、複数のクライアントが共有物理リソースにアクセスする仮想化環境のパフォーマンスを推進しています。パブリック・クラウドのインターフェイスは、スケーラブルでコスト効率の高いコンピューティング・パワーを幅広いユーザーに提供するために、アクセラレータを活用しています。これらのアクセラレータはクラウドプロバイダーのインフラに統合され、リアルタイムデータ処理や大規模シミュレーションなどの複雑な計算に必要な機能をクライアントに提供します。

地域別の洞察

米国とカナダを中心とする南北アメリカでは、データセンターの一貫した拡張とデータセンターの新設活動により、データセンターアクセラレータの採用が顕著です。多国籍企業の存在が、南北アメリカのデータセンターアクセラレータ市場開拓を大きく後押ししています。これらの主要企業は各地域にデータセンターを展開しており、各分野の分布や市場全体のシェアに影響を与えています。中国、インド、オーストラリアなどの国々ではデジタル化が加速しており、アジア太平洋地域におけるデータセンターアクセラレータの需要に拍車をかけています。産業の急成長とデータ分析への注力の高まりにより、データ・トラフィックが増大し、大容量のデータ・センターが必要とされるようになったため、同地域ではアクセラレータの生産が増加しています。英国、ドイツ、フランスなどの主要なハイテク・ハブを抱える欧州では、データセンターアクセラレータの利用が顕著です。欧州は、新たなエッジ・データ・センター構築のための投資で支えられているため、市場プレイヤーの拡大にとって重要な機会となっています。まだ新興市場であるが、MEA地域はデータセンターアクセラレータの使用において潜在的な成長を示しています。特に湾岸協力会議（GCC）諸国におけるデータセンターの増加は、データセンターアクセラレータの将来的な需要を牽引することになるでしょう。

FPNVポジショニング・マトリックス

FPNVポジショニングマトリックスはデータセンターアクセラレータ市場の評価において極めて重要です。事業戦略や製品満足度に関連する主要指標を調査し、ベンダーの包括的な評価を提供します。この綿密な分析により、ユーザーは各自の要件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。評価に基づき、ベンダーは成功の度合いが異なる4つの象限に分類されます：フォアフロント（F）、パスファインダー（P）、ニッチ（N）、バイタル（V）です。

市場シェア分析

市場シェア分析は、データセンターアクセラレータ市場におけるベンダーの現状について、洞察に満ちた詳細な調査を提供する包括的なツールです。全体的な収益、顧客基盤、その他の主要指標についてベンダーの貢献度を綿密に比較・分析することで、企業の業績や市場シェア争いの際に直面する課題について理解を深めることができます。さらに、この分析により、調査対象基準年に観察された累積、断片化の優位性、合併の特徴などの要因を含む、この分野の競合特性に関する貴重な考察が得られます。このような詳細レベルの拡大により、ベンダーはより多くの情報に基づいた意思決定を行い、市場で競争優位に立つための効果的な戦略を考案することができます。

本レポートは、以下の側面に関する貴重な洞察を提供しています：

1.市場の浸透度：主要企業が提供する市場に関する包括的な情報を提示しています。

2.市場の開拓度：有利な新興市場を深く掘り下げ、成熟市場セグメントにおける浸透度を分析しています。

3.市場の多様化：新製品の発売、未開拓の地域、最近の開発、投資に関する詳細な情報を提供します。

4.競合の評価と情報：市場シェア、戦略、製品、認証、規制状況、特許状況、主要企業の製造能力について徹底的な評価を行います。

5.製品開発およびイノベーション：将来の技術、研究開発活動、画期的な製品開発に関する知的洞察を提供します。

本レポートは、以下のような主要な質問に対応しています：

1.データセンターアクセラレータ市場の市場規模および予測は？

2.データセンターアクセラレータ市場の予測期間中に投資を検討すべき製品、セグメント、用途、分野は何か？

3.データセンターアクセラレータ市場の技術動向と規制枠組みは？

4.データセンターアクセラレータ市場における主要ベンダーの市場シェアは？

5.データセンターアクセラレータ市場への参入に適した形態や戦略的手段は？

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
    • 世界中の大企業間で大量に生成されるデータを管理する必要性
    • リモートワークと運用シナリオへの移行とクラウドコンピューティング活動の増加
    • スマートシティ開発を推進する政府の取り組み
  • 抑制要因
    • 複雑なメンテナンスの問題とベンダーロックインのリスク
  • 機会
    • データセンターアクセラレータの設計と性能における技術的進歩
    • エッジおよびハイパースケールデータセンターの構築への投資増加
  • 課題
    • データセンターアクセラレータの技術的限界
• 市場セグメンテーション分析
  • データセンタータイプ：クラウドデータセンターにアクセラレータを導入し、全体的な運用効率を最適化
  • プロセッサタイプ：中央処理装置（CPU）の能力を向上させるための進歩と投資
  • アプリケーション：大量のデータを管理および分析するためのエンタープライズインターフェース用データセンターアクセラレータの需要が高まっています。
• 市場動向分析
  • 南北アメリカの大手テクノロジー企業の存在により、データセンターの数は膨大で、その需要はますます高まっています。
  • アジア太平洋地域でインダストリー4.0を拡大するための政府の取り組みの増加と相まって、高度なデータセンターの開発が進む
  • EMEA地域ではクラウド技術の導入が進み、データセンターの数も増加しています。
• 高インフレの累積的影響
• ポーターのファイブフォース分析
• バリューチェーンとクリティカルパス分析
• 規制枠組みの分析

第6章 データセンターアクセラレータ市場プロセッサタイプ別

• 特定用途向け集積回路
• 中央処理装置
• フィールド・プログラマブル・ゲート・アレイ
• グラフィックスプロセッシングユニット

第7章 データセンターアクセラレータ市場データセンタータイプ別

• クラウドデータセンター
• コロケーションデータセンター
• エンタープライズデータセンター
• マネージドサービスデータセンター

第8章 データセンターアクセラレータ市場：用途別

• ディープラーニングトレーニング
• エンタープライズインターフェース
• パブリッククラウドインターフェース

第9章 南北アメリカのデータセンターアクセラレータ市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第10章 アジア太平洋地域のデータセンターアクセラレータ市場

• 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11章 欧州・中東・アフリカのデータセンターアクセラレータ市場

• 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12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
  • Sapeon、X330ニューラルプロセッサを発表
  • AMD、急速に拡大するAI顧客とパートナーのエコシステムを紹介するAMD Instinct MI300アクセラレーター発表イベントを発表
  • マイクロソフト、自社製Arm CPUとAIアクセラレータチップ、カスタムラックを発表
  • シュナイダーエレクトリックとコンパスデータセンター、30億米ドル規模の複数年データセンター技術契約で提携を拡大
  • Google、AnthropicとのAIパートナーシップの拡大を発表
  • AMD、AIソフトウェア企業Nod.aiを買収
  • AchronixがFPGA搭載の高速自動音声認識ソリューションを発表
  • NVIDIA、NTTドコモと提携し、GPUを活用した5Gネットワークを開始
  • ブリッジデータセンター、マレーシアのMRANTIパークにデータセンターを拡張
  • AMD、ビデオ処理に最適化された新しいデータセンターアクセラレータを発表

第13章 競合ポートフォリオ

• 主要企業プロファイル
• 主要製品ポートフォリオ

LIST OF FIGURES

• FIGURE 1. DATA CENTER ACCELERATOR MARKET RESEARCH PROCESS
• FIGURE 2. DATA CENTER ACCELERATOR MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY REGION, 2023 VS 2030 (%)
• FIGURE 5. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. DATA CENTER ACCELERATOR MARKET DYNAMICS
• FIGURE 7. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2023 VS 2030 (%)
• FIGURE 8. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 9. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2023 VS 2030 (%)
• FIGURE 10. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 11. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
• FIGURE 12. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 13. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 14. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 15. UNITED STATES DATA CENTER ACCELERATOR MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 16. UNITED STATES DATA CENTER ACCELERATOR MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 17. ASIA-PACIFIC DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 18. ASIA-PACIFIC DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 19. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 20. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 21. DATA CENTER ACCELERATOR MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 22. DATA CENTER ACCELERATOR MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. DATA CENTER ACCELERATOR MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, 2018-2023 (USD MILLION)
• TABLE 4. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, 2024-2030 (USD MILLION)
• TABLE 5. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 6. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 7. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 8. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 9. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION-SPECIFIC INTEGRATED CIRCUIT, BY REGION, 2018-2023 (USD MILLION)
• TABLE 10. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION-SPECIFIC INTEGRATED CIRCUIT, BY REGION, 2024-2030 (USD MILLION)
• TABLE 11. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY CENTRAL PROCESSING UNIT, BY REGION, 2018-2023 (USD MILLION)
• TABLE 12. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY CENTRAL PROCESSING UNIT, BY REGION, 2024-2030 (USD MILLION)
• TABLE 13. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY FIELD-PROGRAMMABLE GATE ARRAY, BY REGION, 2018-2023 (USD MILLION)
• TABLE 14. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY FIELD-PROGRAMMABLE GATE ARRAY, BY REGION, 2024-2030 (USD MILLION)
• TABLE 15. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GRAPHICS PROCESSING UNIT, BY REGION, 2018-2023 (USD MILLION)
• TABLE 16. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY GRAPHICS PROCESSING UNIT, BY REGION, 2024-2030 (USD MILLION)
• TABLE 17. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 18. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 19. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY CLOUD DATA CENTERS, BY REGION, 2018-2023 (USD MILLION)
• TABLE 20. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY CLOUD DATA CENTERS, BY REGION, 2024-2030 (USD MILLION)
• TABLE 21. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY COLOCATION DATA CENTERS, BY REGION, 2018-2023 (USD MILLION)
• TABLE 22. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY COLOCATION DATA CENTERS, BY REGION, 2024-2030 (USD MILLION)
• TABLE 23. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ENTERPRISE DATA CENTERS, BY REGION, 2018-2023 (USD MILLION)
• TABLE 24. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ENTERPRISE DATA CENTERS, BY REGION, 2024-2030 (USD MILLION)
• TABLE 25. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY MANAGED SERVICES DATA CENTERS, BY REGION, 2018-2023 (USD MILLION)
• TABLE 26. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY MANAGED SERVICES DATA CENTERS, BY REGION, 2024-2030 (USD MILLION)
• TABLE 27. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 28. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 29. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DEEP LEARNING TRAINING, BY REGION, 2018-2023 (USD MILLION)
• TABLE 30. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY DEEP LEARNING TRAINING, BY REGION, 2024-2030 (USD MILLION)
• TABLE 31. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ENTERPRISE INTERFACE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 32. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY ENTERPRISE INTERFACE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 33. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY PUBLIC CLOUD INTERFACE, BY REGION, 2018-2023 (USD MILLION)
• TABLE 34. GLOBAL DATA CENTER ACCELERATOR MARKET SIZE, BY PUBLIC CLOUD INTERFACE, BY REGION, 2024-2030 (USD MILLION)
• TABLE 35. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 36. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 37. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 38. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 39. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 40. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 41. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
• TABLE 42. AMERICAS DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 43. ARGENTINA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 44. ARGENTINA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 45. ARGENTINA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 46. ARGENTINA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 47. ARGENTINA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 48. ARGENTINA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 49. BRAZIL DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 50. BRAZIL DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 51. BRAZIL DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 52. BRAZIL DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 53. BRAZIL DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 54. BRAZIL DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 55. CANADA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 56. CANADA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 57. CANADA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 58. CANADA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 59. CANADA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 60. CANADA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 61. MEXICO DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 62. MEXICO DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 63. MEXICO DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 64. MEXICO DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 65. MEXICO DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 66. MEXICO DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 67. UNITED STATES DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 68. UNITED STATES DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 69. UNITED STATES DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 70. UNITED STATES DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 71. UNITED STATES DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 72. UNITED STATES DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 73. UNITED STATES DATA CENTER ACCELERATOR MARKET SIZE, BY STATE, 2018-2023 (USD MILLION)
• TABLE 74. UNITED STATES DATA CENTER ACCELERATOR MARKET SIZE, BY STATE, 2024-2030 (USD MILLION)
• TABLE 75. ASIA-PACIFIC DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 76. ASIA-PACIFIC DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 77. ASIA-PACIFIC DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 78. ASIA-PACIFIC DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 79. ASIA-PACIFIC DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 80. ASIA-PACIFIC DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 81. ASIA-PACIFIC DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
• TABLE 82. ASIA-PACIFIC DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 83. AUSTRALIA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 84. AUSTRALIA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 85. AUSTRALIA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 86. AUSTRALIA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 87. AUSTRALIA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 88. AUSTRALIA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 89. CHINA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 90. CHINA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 91. CHINA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 92. CHINA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 93. CHINA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 94. CHINA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 95. INDIA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 96. INDIA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 97. INDIA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 98. INDIA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 99. INDIA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 100. INDIA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 101. INDONESIA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 102. INDONESIA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 103. INDONESIA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 104. INDONESIA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 105. INDONESIA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 106. INDONESIA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 107. JAPAN DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 108. JAPAN DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 109. JAPAN DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 110. JAPAN DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 111. JAPAN DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 112. JAPAN DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 113. MALAYSIA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 114. MALAYSIA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 115. MALAYSIA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 116. MALAYSIA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 117. MALAYSIA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 118. MALAYSIA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 119. PHILIPPINES DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 120. PHILIPPINES DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 121. PHILIPPINES DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 122. PHILIPPINES DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 123. PHILIPPINES DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 124. PHILIPPINES DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 125. SINGAPORE DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 126. SINGAPORE DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 127. SINGAPORE DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 128. SINGAPORE DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 129. SINGAPORE DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 130. SINGAPORE DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 131. SOUTH KOREA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 132. SOUTH KOREA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 133. SOUTH KOREA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 134. SOUTH KOREA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 135. SOUTH KOREA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 136. SOUTH KOREA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 137. TAIWAN DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 138. TAIWAN DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 139. TAIWAN DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 140. TAIWAN DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 141. TAIWAN DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 142. TAIWAN DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 143. THAILAND DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 144. THAILAND DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 145. THAILAND DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 146. THAILAND DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 147. THAILAND DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 148. THAILAND DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 149. VIETNAM DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 150. VIETNAM DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 151. VIETNAM DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 152. VIETNAM DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 153. VIETNAM DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 154. VIETNAM DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 155. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 156. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 157. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 158. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 159. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 160. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 161. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
• TABLE 162. EUROPE, MIDDLE EAST & AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
• TABLE 163. DENMARK DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 164. DENMARK DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 165. DENMARK DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 166. DENMARK DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 167. DENMARK DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 168. DENMARK DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 169. EGYPT DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 170. EGYPT DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 171. EGYPT DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 172. EGYPT DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 173. EGYPT DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 174. EGYPT DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 175. FINLAND DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 176. FINLAND DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 177. FINLAND DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 178. FINLAND DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 179. FINLAND DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 180. FINLAND DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 181. FRANCE DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 182. FRANCE DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 183. FRANCE DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 184. FRANCE DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 185. FRANCE DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 186. FRANCE DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 187. GERMANY DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 188. GERMANY DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 189. GERMANY DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 190. GERMANY DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 191. GERMANY DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 192. GERMANY DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 193. ISRAEL DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 194. ISRAEL DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 195. ISRAEL DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 196. ISRAEL DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 197. ISRAEL DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 198. ISRAEL DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 199. ITALY DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 200. ITALY DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 201. ITALY DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 202. ITALY DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 203. ITALY DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 204. ITALY DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 205. NETHERLANDS DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 206. NETHERLANDS DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 207. NETHERLANDS DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 208. NETHERLANDS DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 209. NETHERLANDS DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 210. NETHERLANDS DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 211. NIGERIA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 212. NIGERIA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 213. NIGERIA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 214. NIGERIA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 215. NIGERIA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 216. NIGERIA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 217. NORWAY DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 218. NORWAY DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 219. NORWAY DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 220. NORWAY DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 221. NORWAY DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 222. NORWAY DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 223. POLAND DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 224. POLAND DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 225. POLAND DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 226. POLAND DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 227. POLAND DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 228. POLAND DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 229. QATAR DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 230. QATAR DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 231. QATAR DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 232. QATAR DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 233. QATAR DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 234. QATAR DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 235. RUSSIA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 236. RUSSIA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 237. RUSSIA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 238. RUSSIA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 239. RUSSIA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 240. RUSSIA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 241. SAUDI ARABIA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 242. SAUDI ARABIA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 243. SAUDI ARABIA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 244. SAUDI ARABIA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 245. SAUDI ARABIA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 246. SAUDI ARABIA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 247. SOUTH AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 248. SOUTH AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 249. SOUTH AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 250. SOUTH AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 251. SOUTH AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 252. SOUTH AFRICA DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 253. SPAIN DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 254. SPAIN DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 255. SPAIN DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 256. SPAIN DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 257. SPAIN DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 258. SPAIN DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 259. SWEDEN DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 260. SWEDEN DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 261. SWEDEN DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 262. SWEDEN DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 263. SWEDEN DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 264. SWEDEN DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 265. SWITZERLAND DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 266. SWITZERLAND DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 267. SWITZERLAND DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 268. SWITZERLAND DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 269. SWITZERLAND DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 270. SWITZERLAND DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 271. TURKEY DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 272. TURKEY DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 273. TURKEY DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 274. TURKEY DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 275. TURKEY DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 276. TURKEY DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 277. UNITED ARAB EMIRATES DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 278. UNITED ARAB EMIRATES DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 279. UNITED ARAB EMIRATES DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 280. UNITED ARAB EMIRATES DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 281. UNITED ARAB EMIRATES DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 282. UNITED ARAB EMIRATES DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 283. UNITED KINGDOM DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2018-2023 (USD MILLION)
• TABLE 284. UNITED KINGDOM DATA CENTER ACCELERATOR MARKET SIZE, BY PROCESSOR TYPE, 2024-2030 (USD MILLION)
• TABLE 285. UNITED KINGDOM DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2018-2023 (USD MILLION)
• TABLE 286. UNITED KINGDOM DATA CENTER ACCELERATOR MARKET SIZE, BY DATA CENTER TYPE, 2024-2030 (USD MILLION)
• TABLE 287. UNITED KINGDOM DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
• TABLE 288. UNITED KINGDOM DATA CENTER ACCELERATOR MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
• TABLE 289. DATA CENTER ACCELERATOR MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 290. DATA CENTER ACCELERATOR MARKET, FPNV POSITIONING MATRIX, 2023

[185 Pages Report] The Data Center Accelerator Market size was estimated at USD 31.68 billion in 2023 and expected to reach USD 37.21 billion in 2024, at a CAGR 18.02% to reach USD 101.04 billion by 2030.

Data center accelerators are a category of hardware devices or software mechanisms designed to improve the performance and efficiency of a data center's computational processes. Integrating accelerators into a data center infrastructure allows organizations to enhance overall performance, reduce processing time for specific tasks, and lower the energy consumption per workload, leading to operational and cost savings. As businesses continue to rely on data centers for critical operations, the demand for these accelerators is expected to grow. One of the primary drivers is the escalating demand for artificial intelligence (AI) and machine learning (ML) across various industries. These technologies require substantial computing power, which accelerators provide. Additionally, the increasing volume of complex data sets necessitates the use of accelerators to facilitate rapid analysis and insights derivation. However, technical limitations of using data center accelerators and issues related to data privacy and loss of data security raise concerns regarding the safety, accuracy, and reliability of data center accelerators. Major players are exploring integrating novel technological innovations to tackle challenges related to data privacy and ensure compliance with data protection regulations. Furthermore, investments in establishing edge and hyper-scale data centers worldwide provide new avenues of growth for the data center accelerators.

Data Center Type: Adoption of accelerators in cloud data centers to optimize overall operational efficiency

The need for cloud data center accelerators lies in the rising demand for efficient, scalable, and cost-effective services. The massive data streams processed by modern hyperscale data centers led to the adoption of accelerators and enhanced the performance of tasks such as machine learning, data analysis, and critical application processing. Implementing accelerators can lead to higher throughput, low latency, and power efficiency, which makes it possible to process large data sets in shorter time spans. In colocation data centers, where multiple clients share physical infrastructure, performance and scalability considerations are of utmost importance. With the growing complexities of shared environments, data accelerators can offer the benefits of workload-specific performance tuning. Accelerators bring in capabilities to analyze large data sets at a rapid rate, mitigating the risk of data bottlenecks. They enable quick data processing that can lead to improved service levels for multi-tenant environments. In enterprise data centers, data accelerators are leaning towards becoming a necessity due to the increasing influx of data and the rise in sophistication of enterprise applications. Accelerators can support complex computational tasks, boosting data processing and analytics. Handled by third-party companies, managed services data centers face continuous pressure to deliver efficient and seamless services. Client demands range from high-speed data processing to rock-solid security measures. Datacenter accelerators can aid them by providing faster, more efficient processing and potentially reducing the need for larger server fleets. This could both improve performance and reduce operating costs.

Processor Type: Advancements and investments to improve the capacities of central processing unit (CPU)

An application-specific integrated circuit (ASIC) is a customized integrated circuit designed for a particular use or application rather than intended for general-purpose use. In data center operations, ASICs are implemented to accelerate specific workloads by optimizing the hardware to perform particular tasks with high efficiency and at high speeds. The central processing unit (CPU) is the crucial element of a computer that performs most of the processing inside a computer. In data centers, CPUs are responsible for executing instructions from computer programs involving arithmetic, logic, control, and input & output functions specified by the instructions. Field-programmable gate arrays (FPGAs) include semiconductor devices that are built around a matrix of configurable logic blocks (CLBs) connected using programmable interconnections. FPGAs can be reprogrammed to cater to the desired application or functionality requirements after manufacturing. The graphics processing unit (GPU) is a specialized electronic circuit designed to accelerate the generation of images.

Application: Rising need for data center accelerators for enterprise interface to manage and analyze large volumes of data

Deep learning is a subset of machine learning that involves neural networks with multiple layers that simulate the function of the human brain. The sophisticated algorithms, which require significant computational power, are used to train models capable of recognizing complex patterns and making data-driven decisions. Datacenter accelerators reduce training time and improve the efficiency of resource-intensive tasks. The enterprise interface refers to the integration of data center accelerators within a corporate environment to support diverse applications, including data analytics and machine learning. In this setting, the accelerator's role is to provide the computational power required to rapidly process large volumes of data. Data center accelerators have become a crucial element for public cloud services, driving the performance of virtualized environments where multiple clients access shared physical resources. The public cloud interface leverages accelerators to deliver scalable and cost-efficient computing power to a broader range of users. These accelerators are integrated into the cloud providers' infrastructure, furnishing clients with the capabilities needed for complex computations, such as real-time data processing and large-scale simulations.

Regional Insights

The Americas, mainly the U.S. and Canada, observe significant adoption of data center accelerators due to the consistent expansion of data centers and new data center establishment activities. The presence of multinational corporations significantly elevates the data center accelerator market development in the Americas. These key players have data centers spread across regions, influencing the sectors' distribution and overall market share. Accelerating digitization in countries such as China, India, and Australia has fueled the demand for data center accelerators in the Asia-Pacific region. Rapid industrial growth and an increasing focus on data analysis, elevating the data traffic and creating the need for high-volume data centers, have led to a rise in the production of these accelerators in the region. Europe, with major tech hubs such as the UK, Germany, and France, exhibits significant use of data center accelerators. Europe presents a key opportunity for the expansion of market players as the region is backed with several investments for building new edge data centers. Although still emerging, the MEA region shows potential growth in the use of data center accelerators. The rise in data centers, particularly in the Gulf Cooperation Council (GCC) countries, is set to drive future demand for data center accelerators.

FPNV Positioning Matrix

The FPNV Positioning Matrix is pivotal in evaluating the Data Center Accelerator Market. It offers a comprehensive assessment of vendors, examining key metrics related to Business Strategy and Product Satisfaction. This in-depth analysis empowers users to make well-informed decisions aligned with their requirements. Based on the evaluation, the vendors are then categorized into four distinct quadrants representing varying levels of success: Forefront (F), Pathfinder (P), Niche (N), or Vital (V).

Market Share Analysis

The Market Share Analysis is a comprehensive tool that provides an insightful and in-depth examination of the current state of vendors in the Data Center Accelerator Market. By meticulously comparing and analyzing vendor contributions in terms of overall revenue, customer base, and other key metrics, we can offer companies a greater understanding of their performance and the challenges they face when competing for market share. Additionally, this analysis provides valuable insights into the competitive nature of the sector, including factors such as accumulation, fragmentation dominance, and amalgamation traits observed over the base year period studied. With this expanded level of detail, vendors can make more informed decisions and devise effective strategies to gain a competitive edge in the market.

Key Company Profiles

The report delves into recent significant developments in the Data Center Accelerator Market, highlighting leading vendors and their innovative profiles. These include Accenture PLC, Achronix Semiconductor Corporation, Advanced Micro Devices, Inc., Advantech Co., Ltd., Analog Devices, Inc., Cisco Systems, Inc., Dell Technologies Inc., Devoteam Group, Fujitsu Limited, Google LLC by Alphabet Inc., Hailo Technologies Ltd., Infineon Technologies AG, Intel Corporation, International Business Machines Corporation, Lattice Semiconductor Corporation, Lenovo Group Limited, Marvell Technology, Inc., Meta Platforms, Inc, Microchip Technology Incorporated, Micron Technology, Inc., Microsoft Corporation, Murata Manufacturing Co., Ltd., NEC Corporation, NTT Corporation, NVIDIA Corporation, NXP Corporation, Oracle Corporation, QUALCOMM Incorporated, Samsung Electronics Co., Ltd., Sapeon Inc., Skyworks Solutions, Inc., Taiwan Semiconductor Manufacturing Company Limited, and Zenlayer Inc..

Market Segmentation & Coverage

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

• Processor Type
  • Application-Specific Integrated Circuit
  • Central Processing Unit
  • Field-Programmable Gate Array
  • Graphics Processing Unit

• Data Center Type
  • Cloud Data Centers
  • Colocation Data Centers
  • Enterprise Data Centers
  • Managed Services Data Centers

• Application
  • Deep Learning Training
  • Enterprise Interface
  • Public Cloud Interface

• Region
  • Americas
    • Argentina
    • Brazil
    • Canada
    • Mexico
    • United States
      • California
      • Florida
      • Georgia
      • Illinois
      • Kentucky
      • Michigan
      • Mississippi
      • New Jersey
      • New York
      • Ohio
      • Pennsylvania
      • Texas
  • Asia-Pacific
    • Australia
    • China
    • India
    • Indonesia
    • Japan
    • Malaysia
    • Philippines
    • Singapore
    • South Korea
    • Taiwan
    • Thailand
    • Vietnam

• Europe, Middle East & Africa
  • Denmark
  • Egypt
  • Finland
  • France
  • Germany
  • Israel
  • Italy
  • Netherlands
  • Nigeria
  • Norway
  • Poland
  • Qatar
  • Russia
  • Saudi Arabia
  • South Africa
  • Spain
  • Sweden
  • Switzerland
  • Turkey
  • United Arab Emirates
  • United Kingdom

The report offers valuable insights on the following aspects:

1. Market Penetration: It presents comprehensive information on the market provided by key players.

2. Market Development: It delves deep into lucrative emerging markets and analyzes the penetration across mature market segments.

3. Market Diversification: It provides detailed information on new product launches, untapped geographic regions, recent developments, and investments.

4. Competitive Assessment & Intelligence: It conducts an exhaustive assessment of market shares, strategies, products, certifications, regulatory approvals, patent landscape, and manufacturing capabilities of the leading players.

5. Product Development & Innovation: It offers intelligent insights on future technologies, R&D activities, and breakthrough product developments.

The report addresses key questions such as:

1. What is the market size and forecast of the Data Center Accelerator Market?

2. Which products, segments, applications, and areas should one consider investing in over the forecast period in the Data Center Accelerator Market?

3. What are the technology trends and regulatory frameworks in the Data Center Accelerator Market?

4. What is the market share of the leading vendors in the Data Center Accelerator Market?

5. Which modes and strategic moves are suitable for entering the Data Center Accelerator Market?

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. Need to manage massive generation of data among large enterprises worldwide
    • 5.1.1.2. Shift to remote working and operational scenario and rise of cloud computing activities
    • 5.1.1.3. Government initiatives to promote smart city development
  • 5.1.2. Restraints
    • 5.1.2.1. Complex maintenance issues and risk of vendor lock-in
  • 5.1.3. Opportunities
    • 5.1.3.1. Technological advancements in the design and performance of datacenter accelerators
    • 5.1.3.2. Rising investments in the establishment of edge and hyper-scale data centers
  • 5.1.4. Challenges
    • 5.1.4.1. Technical limitations of data center accelerators
• 5.2. Market Segmentation Analysis
  • 5.2.1. Data Center Type: Adoption of accelerators in cloud data centers to optimize overall operational efficiency
  • 5.2.2. Processor Type: Advancements and investments to improve the capacities of central processing unit (CPU)
  • 5.2.3. Application: Rising need for data center accelerators for enterprise interface to manage and analyze large volumes of data
• 5.3. Market Trend Analysis
  • 5.3.1. Large number of data centers, their ever-increasing demand, driven by the existence of major technology companies in the Americas
  • 5.3.2. Development of advanced data centers coupled with increasing government initiatives to expand Industry 4.0 in the APAC region
  • 5.3.3. Growing number of data centers with rising adoption of cloud technologies in EMEA region
• 5.4. Cumulative Impact of High Inflation
• 5.5. Porter's Five Forces Analysis
  • 5.5.1. Threat of New Entrants
  • 5.5.2. Threat of Substitutes
  • 5.5.3. Bargaining Power of Customers
  • 5.5.4. Bargaining Power of Suppliers
  • 5.5.5. Industry Rivalry
• 5.6. Value Chain & Critical Path Analysis
• 5.7. Regulatory Framework Analysis

6. Data Center Accelerator Market, by Processor Type

• 6.1. Introduction
• 6.2. Application-Specific Integrated Circuit
• 6.3. Central Processing Unit
• 6.4. Field-Programmable Gate Array
• 6.5. Graphics Processing Unit

7. Data Center Accelerator Market, by Data Center Type

• 7.1. Introduction
• 7.2. Cloud Data Centers
• 7.3. Colocation Data Centers
• 7.4. Enterprise Data Centers
• 7.5. Managed Services Data Centers

8. Data Center Accelerator Market, by Application

• 8.1. Introduction
• 8.2. Deep Learning Training
• 8.3. Enterprise Interface
• 8.4. Public Cloud Interface

9. Americas Data Center Accelerator Market

• 9.1. Introduction
• 9.2. Argentina
• 9.3. Brazil
• 9.4. Canada
• 9.5. Mexico
• 9.6. United States

10. Asia-Pacific Data Center Accelerator Market

• 10.1. Introduction
• 10.2. Australia
• 10.3. China
• 10.4. India
• 10.5. Indonesia
• 10.6. Japan
• 10.7. Malaysia
• 10.8. Philippines
• 10.9. Singapore
• 10.10. South Korea
• 10.11. Taiwan
• 10.12. Thailand
• 10.13. Vietnam

11. Europe, Middle East & Africa Data Center Accelerator Market

• 11.1. Introduction
• 11.2. Denmark
• 11.3. Egypt
• 11.4. Finland
• 11.5. France
• 11.6. Germany
• 11.7. Israel
• 11.8. Italy
• 11.9. Netherlands
• 11.10. Nigeria
• 11.11. Norway
• 11.12. Poland
• 11.13. Qatar
• 11.14. Russia
• 11.15. Saudi Arabia
• 11.16. South Africa
• 11.17. Spain
• 11.18. Sweden
• 11.19. Switzerland
• 11.20. Turkey
• 11.21. United Arab Emirates
• 11.22. United Kingdom

12. Competitive Landscape

• 12.1. Market Share Analysis, 2023
• 12.2. FPNV Positioning Matrix, 2023
• 12.3. Competitive Scenario Analysis
  • 12.3.1. Sapeon Launches X330 Neural Processor
  • 12.3.2. AMD Announces AMD Instinct MI300 Accelerator Launch Event Highlighting Rapidly Expanding Ecosystem of AI Customers and Partners
  • 12.3.3. Microsoft Announces In-House Arm CPU and AI Accelerator Chips, Custom Racks
  • 12.3.4. Schneider Electric and Compass Datacenters Expand Partnership with USD 3 Billion Multi-Year Data Center Technology Agreement
  • 12.3.5. Google Announces Expansion of AI Partnership with Anthropic
  • 12.3.6. AMD to Acquire AI Software Company Nod.ai
  • 12.3.7. Achronix Announces FPGA-Powered Accelerated Automatic Speech Recognition Solution
  • 12.3.8. NVIDIA Pairs with NTT Docomo to Launch GPU-Accelerated 5G Network
  • 12.3.9. Bridge Data Centres Expands Data Center at Malaysia's MRANTI Park
  • 12.3.10. AMD Debuts new Data Center Accelerator Optimized for Video Processing

13. Competitive Portfolio

• 13.1. Key Company Profiles
• 13.2. Key Product Portfolio