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市場調査レポート
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1466805

AIエッジコンピューティング市場：コンポーネント、データソース、アプリケーション、エンドユーザー別-2024-2030年の世界予測

AI Edge Computing Market by Component (Hardware, Services, Software), Data Source (Biometric Data, Mobile Data, Sensor Data), Application, End-User - Global Forecast 2024-2030
出版日: | 発行: 360iResearch | ページ情報: 英文 187 Pages | 納期: 即日から翌営業日

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AIエッジコンピューティング市場：コンポーネント、データソース、アプリケーション、エンドユーザー別-2024-2030年の世界予測
出版日: 2024年04月17日
発行: 360iResearch
ページ情報: 英文 187 Pages
納期: 即日から翌営業日
ご注意事項 :
本レポートは最新情報反映のため適宜更新し、内容構成変更を行う場合があります。ご検討の際はお問い合わせください。
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概要

AIエッジコンピューティング市場規模は2023年に162億5,000万米ドルと推計され、2024年には195億2,000万米ドルに達し、CAGR 20.63％で2030年には604億3,000万米ドルに達すると予測されています。

AIエッジコンピューティングには、エッジコンピューティングシステムにおける人工知能（AI）と機械学習（ML）技術の応用が含まれます。これらのシステムは、中央集中型のクラウドベースのサーバーに依存するのではなく、ローカルレベルでのデータのリアルタイム処理と分析を可能にします。同市場は、大規模データを発生源に近い場所で効率的に処理するハードウェア、ソフトウェア、サービスを包含しており、これにより様々な最終用途向けにパフォーマンスの向上、待ち時間の短縮、プライバシーの改善を実現しています。IoTデバイスの普及率の上昇と、低消費電力で複雑なタスクを高速に実行できるAI/MLアルゴリズムの進歩が、AIエッジコンピューティングの利用を促進しています。低遅延アプリケーションへの需要の高まり、規制監督強化によるデータセキュリティとプライバシーへの懸念の高まり、世界的に様々な業界でインダストリー4.0への取り組みへの注目が高まっていることが、AIエッジコンピューティングのプラットフォームを形成しています。エッジインフラの導入に伴う初期投資コストの高さと、異なるIoTデバイスからの複数のデータソースを首尾一貫したシステムに統合することの複雑さが、市場の成長を妨げています。エッジでAIタスクを処理するために特別に設計されたエネルギー効率の高いプロセッサ、メモリユニット、その他のコンポーネントの新興国市場の開拓が進むことで、市場成長の機会が生まれると期待されます。

主な市場の統計
基準年[2023］ 162億5,000万米ドル
予測年［2024] 195億2,000万米ドル
予測年 [2030] 604億3,000万米ドル
CAGR（%） 20.63%

コンポーネントリアルタイム分析のためのソフトウェア・コンポーネントの利用拡大

ハードウェア・コンポーネントは、AIエッジコンピューティングシステムにおいて重要な役割を果たします。ネットワークのエッジで高度な計算をサポートするために必要なインフラを提供し、リアルタイムの意思決定を可能にし、待ち時間を短縮します。ハードウェアの選択に関しては、性能、電力効率、既存のインフラとの互換性といった要素が重要な考慮事項となります。サービスには、導入コンサルティング、システム統合、保守サポート、トレーニングなど、AIエッジコンピューティング導入のさまざまな側面が含まれます。組織は、特定のニーズに合わせたエッジコンピューティングアーキテクチャの専門知識を提供するサービスプロバイダーを求めることが多いです。ソフトウェアはAIエッジコンピューティングシステムのバックボーンを形成し、データ処理、機械学習アルゴリズム、リアルタイム分析を可能にします。適切なソフトウェアを選択することで、ハードウェア・コンポーネントとのシームレスな統合が保証され、計算リソースが効率的に活用されます。これらのサブカテゴリーを比較する場合、ハードウェアの選択はパフォーマンスと互換性を優先する必要があります。同時に、エッジ・コンピューティング・アーキテクチャのシステム統合とサポートで組織を支援する上で、サービスは重要な役割を果たし、ソフトウェア・プロバイダーはエッジ・デバイスのAIモデルの展開と最適化を促進します。

データソース：モバイルデータからクリエイターへの需要の高まり

バイオメトリクス・データとは、識別や認証の目的で使用される個人の身体的または行動的特徴を指します。指紋、顔認識、虹彩スキャン、音声パターン、歩行分析などが含まれます。さまざまな業界の組織が、セキュリティのニーズや利便性の要因に基づいてバイオメトリクス技術を採用しています。モバイル・データには、スマートフォンやその他のポータブル・デバイスから生成されるさまざまな情報が含まれます。ユーザー生成コンテンツ、位置情報サービスデータ、利用パターン、アプリ分析データなどが含まれます。企業はこのデータソースを、ターゲットを絞ったマーケティングキャンペーンや顧客エンゲージメントの最適化に活用しています。センサー・データは、IoTガジェット、産業機器、ウェアラブル・ヘルス・モニターなど、さまざまな電子機器によって生成されます。温度、圧力、湿度、動きなどの物理的特性に関する情報が含まれます。企業はこのデータソースを、予知保全、遠隔監視、プロセスの最適化に利用しています。

アプリケーション

アクセス管理は、組織において重要なリソースへの安全なアクセスを確保し、データの完全性を維持するために極めて重要です。AIエッジコンピューティングプロバイダーは、リアルタイムのモニタリングと異常検知によってアクセス制御プロセスを強化する、高度なAIを搭載したエッジ・コンピューティング・ソリューションを提供しています。自律走行車の台頭により、リアルタイムの意思決定機能を促進するAIエッジコンピューティングソリューションへの需要が高まっています。革新的なエネルギー管理システムは、AIエッジコンピューティングの技術を活用してエネルギー消費を最適化し、発電に関連するコストを削減しています。AIエッジコンピューティングは、発生源での迅速なデータ処理を可能にし、待ち時間とネットワーク負荷を軽減することで、遠隔監視と予知保全に革命をもたらしました。テレメトリ分野では、AIエッジコンピューティングの採用により、異種ソースからの効率的なデータ収集が可能になり、大きな成長を遂げています。ビデオ監視業界では、AIエッジコンピューティングテクノロジーを活用し、エッジデバイスにリアルタイム分析を実装することで、セキュリティシステムの効率と精度を高めています。

エンドユーザー：ネットワーク運用の最適化とカスタマーエクスペリエンスの向上を目的としたIT・通信分野での活用が進んでいます。

AIエッジコンピューティングは、自動車分野、特にADAS（先進運転支援システム）や自律走行車において極めて重要です。リアルタイム処理、低遅延通信、データセキュリティの必要性が、この分野でのAIエッジソリューションの採用を後押ししています。エネルギー・公益事業分野では、グリッド管理、エネルギー効率、資産の予知保全の改善により、AIエッジコンピューティングの恩恵を受けています。政府は、データのプライバシーを守りながら、監視システムを通じて公共の安全を強化するためにAIエッジコンピューティングを採用しています。AIエッジコンピューティングは、リアルタイム患者監視システム、診断ツール、遠隔医療アプリケーションを通じてヘルスケアを変革します。AIを活用したエッジコンピューティングにより、IT・通信企業はネットワーク運用の最適化、データ分析機能の強化、パーソナライズされたサービスによる顧客体験の向上を実現。製造業では、AIを活用したエッジコンピューティング技術を採用することで、設備の予知保全、生産効率の向上、運用コストの削減が可能になります。

地域別の洞察

南北アメリカでは、米国やカナダなどの北米諸国が、研究開発活動への強力な投資で技術進歩をリードしています。この地域の成長を促進する要因としては、企業におけるIoTデバイスの採用率の上昇やクラウドベースのサービスの増加が挙げられます。さらに、ヘルスケアや自動車など、さまざまな業界で業務効率を改善するためのリアルタイムデータ処理ソリューションに対する需要が高まっており、これがAIエッジコンピューティング技術の採用をさらに加速させています。欧州は現在、先進的なAI技術導入の最前線にあり、欧州連合（EU）諸国全体で人工知能の研究を支援するために政府によって数多くの取り組みが行われています。インダストリー4.0のイネイブラーも製造部門でAIを活用した自動化ソリューションを推進しており、エッジコンピューティング機能に対する需要の高まりにつながっています。中東・アフリカでは、AI技術の採用はまだ初期段階にあるもの、デジタル変革イニシアティブに対する政府支援の増加やスマートシティプロジェクトへの投資の増加により、高い成長性が見込まれています。アジア太平洋地域は、急速な工業化、スマートフォンの普及率向上、通信インフラの進歩により、予測期間中にAIエッジコンピューティング市場で急速な成長率を示しています。中国、日本、韓国は、研究開発活動を支援し、産業全体のIoTアプリケーションに注力する政府の政策により、強力なAI開発を推進しています。さらに、オーストラリアやシンガポールなどの新興国は、AI主導のソリューションを組み込んだスマートシティの枠組み作りに注力しており、この分野の成長機会を促進しています。

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、AIエッジコンピューティング市場の評価において極めて重要です。事業戦略と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、AIエッジコンピューティング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などを網羅的に評価します。

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.AIエッジコンピューティング市場の市場規模および予測は？

2.AIエッジコンピューティング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.AIエッジコンピューティング市場の技術動向と規制枠組みは？

4.AIエッジコンピューティング市場における主要ベンダーの市場シェアは？

5.AIエッジコンピューティング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
      • スマートデバイスに対する顧客の嗜好の高まり
      • 世界中でデジタルインフラにおける予知保全の導入が増加
      • 企業におけるコストと業務効率の必要性
    • 抑制要因
      • 大量のデータ生成による遅延の問題
    • 機会
      • さまざまなエンドユーザー産業にAIエッジコンピューティングを統合するための投資
      • スマートシティにおけるインテリジェントな交通制御と駐車場通信のためのAIエッジコンピューティングの採用
    • 課題
      • AIエッジコンピューティングに関連するデータのプライバシーとセキュリティに関する懸念
  • 市場セグメンテーション分析
    • コンポーネント：リアルタイム分析のためのソフトウェアコンポーネントの利用拡大
    • データソース：モバイルデータ需要の増加

第5章 2.3.アプリケーション：

    • エンドユーザー：ネットワーク運用の最適化と顧客体験の向上を目的としたIT・通信部門による利用の増加
  • 市場ディスラプション分析
  • 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
  • 価格分析
  • 技術分析
  • 特許分析
  • 貿易分析
  • 規制枠組みの分析

第6章 AIエッジコンピューティング市場：コンポーネント別

  • ハードウェア
  • サービス
  • ソフトウェア

第7章 AIエッジコンピューティング市場データソース別

  • 生体認証データ
  • モバイルデータ
  • センサーデータ

第8章 AIエッジコンピューティング市場：用途別

  • アクセス管理
  • 自動運転車
  • エネルギー管理
  • リモート監視と予測メンテナンス
  • テレメトリー
  • ビデオ監視

第9章 AIエッジコンピューティング市場：エンドユーザー別

  • 自動車
  • エネルギー・公益事業
  • 政府と公共
  • ヘルスケア
  • ITおよび通信
  • 製造業

第10章 南北アメリカのAIエッジコンピューティング市場

  • 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AIエッジコンピューティング市場

  • 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AIエッジコンピューティング市場

  • 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
    • EdgeCortix、技術開発と世界展開のために2,000万米ドルを調達
    • レノボはエッジでAIを提供し、データに次世代のインテリジェンスをもたらします
    • Unigen、コンパクトなエッジAIコンピューティングソリューションを発表
  • 戦略分析と提言

第14章 競争力のあるポートフォリオ

  • 主要企業プロファイル
  • 主要製品ポートフォリオ
図表

LIST OF FIGURES

  • FIGURE 1. AI EDGE COMPUTING MARKET RESEARCH PROCESS
  • FIGURE 2. AI EDGE COMPUTING MARKET SIZE, 2023 VS 2030
  • FIGURE 3. GLOBAL AI EDGE COMPUTING MARKET SIZE, 2018-2030 (USD MILLION)
  • FIGURE 4. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY REGION, 2023 VS 2030 (%)
  • FIGURE 5. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 6. AI EDGE COMPUTING MARKET DYNAMICS
  • FIGURE 7. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
  • FIGURE 8. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 9. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2023 VS 2030 (%)
  • FIGURE 10. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 11. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2023 VS 2030 (%)
  • FIGURE 12. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 13. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2023 VS 2030 (%)
  • FIGURE 14. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 15. AMERICAS AI EDGE COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 16. AMERICAS AI EDGE COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 17. UNITED STATES AI EDGE COMPUTING MARKET SIZE, BY STATE, 2023 VS 2030 (%)
  • FIGURE 18. UNITED STATES AI EDGE COMPUTING MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 19. ASIA-PACIFIC AI EDGE COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 20. ASIA-PACIFIC AI EDGE COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 21. EUROPE, MIDDLE EAST & AFRICA AI EDGE COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
  • FIGURE 22. EUROPE, MIDDLE EAST & AFRICA AI EDGE COMPUTING MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
  • FIGURE 23. AI EDGE COMPUTING MARKET SHARE, BY KEY PLAYER, 2023
  • FIGURE 24. AI EDGE COMPUTING MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

  • TABLE 1. AI EDGE COMPUTING MARKET SEGMENTATION & COVERAGE
  • TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
  • TABLE 3. GLOBAL AI EDGE COMPUTING MARKET SIZE, 2018-2023 (USD MILLION)
  • TABLE 4. GLOBAL AI EDGE COMPUTING MARKET SIZE, 2024-2030 (USD MILLION)
  • TABLE 5. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 6. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 7. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 8. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 9. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY HARDWARE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 10. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY HARDWARE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 11. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY SERVICES, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 12. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY SERVICES, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 13. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 14. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY SOFTWARE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 15. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 16. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 17. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY BIOMETRIC DATA, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 18. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY BIOMETRIC DATA, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 19. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY MOBILE DATA, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 20. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY MOBILE DATA, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 21. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY SENSOR DATA, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 22. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY SENSOR DATA, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 23. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 24. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 25. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY ACCESS MANAGEMENT, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 26. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY ACCESS MANAGEMENT, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 27. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY AUTONOMOUS VEHICLES, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 28. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY AUTONOMOUS VEHICLES, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 29. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY ENERGY MANAGEMENT, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 30. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY ENERGY MANAGEMENT, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 31. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY REMOTE MONITORING & PREDICTIVE MAINTENANCE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 32. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY REMOTE MONITORING & PREDICTIVE MAINTENANCE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 33. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY TELEMETRY, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 34. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY TELEMETRY, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 35. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY VIDEO SURVEILLANCE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 36. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY VIDEO SURVEILLANCE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 37. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 38. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 39. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 40. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 41. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 42. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY ENERGY & UTILITIES, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 43. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY GOVERNMENT & PUBLIC, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 44. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY GOVERNMENT & PUBLIC, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 45. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 46. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY HEALTHCARE, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 47. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY IT & TELECOM, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 48. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY IT & TELECOM, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 49. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY MANUFACTURING, BY REGION, 2018-2023 (USD MILLION)
  • TABLE 50. GLOBAL AI EDGE COMPUTING MARKET SIZE, BY MANUFACTURING, BY REGION, 2024-2030 (USD MILLION)
  • TABLE 51. AMERICAS AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 52. AMERICAS AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 53. AMERICAS AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 54. AMERICAS AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 55. AMERICAS AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 56. AMERICAS AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 57. AMERICAS AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 58. AMERICAS AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 59. AMERICAS AI EDGE COMPUTING MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
  • TABLE 60. AMERICAS AI EDGE COMPUTING MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
  • TABLE 61. ARGENTINA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 62. ARGENTINA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 63. ARGENTINA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 64. ARGENTINA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 65. ARGENTINA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 66. ARGENTINA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 67. ARGENTINA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 68. ARGENTINA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 69. BRAZIL AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 70. BRAZIL AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 71. BRAZIL AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 72. BRAZIL AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 73. BRAZIL AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 74. BRAZIL AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 75. BRAZIL AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 76. BRAZIL AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 77. CANADA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 78. CANADA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 79. CANADA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 80. CANADA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 81. CANADA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 82. CANADA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 83. CANADA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 84. CANADA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 85. MEXICO AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 86. MEXICO AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 87. MEXICO AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 88. MEXICO AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 89. MEXICO AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 90. MEXICO AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 91. MEXICO AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 92. MEXICO AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 93. UNITED STATES AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 94. UNITED STATES AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 95. UNITED STATES AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 96. UNITED STATES AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 97. UNITED STATES AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 98. UNITED STATES AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 99. UNITED STATES AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 100. UNITED STATES AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 101. UNITED STATES AI EDGE COMPUTING MARKET SIZE, BY STATE, 2018-2023 (USD MILLION)
  • TABLE 102. UNITED STATES AI EDGE COMPUTING MARKET SIZE, BY STATE, 2024-2030 (USD MILLION)
  • TABLE 103. ASIA-PACIFIC AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 104. ASIA-PACIFIC AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 105. ASIA-PACIFIC AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 106. ASIA-PACIFIC AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 107. ASIA-PACIFIC AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 108. ASIA-PACIFIC AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 109. ASIA-PACIFIC AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 110. ASIA-PACIFIC AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 111. ASIA-PACIFIC AI EDGE COMPUTING MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
  • TABLE 112. ASIA-PACIFIC AI EDGE COMPUTING MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
  • TABLE 113. AUSTRALIA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 114. AUSTRALIA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 115. AUSTRALIA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 116. AUSTRALIA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 117. AUSTRALIA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 118. AUSTRALIA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 119. AUSTRALIA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 120. AUSTRALIA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 121. CHINA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 122. CHINA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 123. CHINA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 124. CHINA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 125. CHINA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 126. CHINA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 127. CHINA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 128. CHINA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 129. INDIA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 130. INDIA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 131. INDIA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 132. INDIA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 133. INDIA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 134. INDIA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 135. INDIA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 136. INDIA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 137. INDONESIA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 138. INDONESIA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 139. INDONESIA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 140. INDONESIA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 141. INDONESIA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 142. INDONESIA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 143. INDONESIA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 144. INDONESIA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 145. JAPAN AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 146. JAPAN AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 147. JAPAN AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 148. JAPAN AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 149. JAPAN AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 150. JAPAN AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 151. JAPAN AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 152. JAPAN AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 153. MALAYSIA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 154. MALAYSIA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 155. MALAYSIA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 156. MALAYSIA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 157. MALAYSIA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 158. MALAYSIA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 159. MALAYSIA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 160. MALAYSIA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 161. PHILIPPINES AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 162. PHILIPPINES AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 163. PHILIPPINES AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 164. PHILIPPINES AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 165. PHILIPPINES AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 166. PHILIPPINES AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 167. PHILIPPINES AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 168. PHILIPPINES AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 169. SINGAPORE AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 170. SINGAPORE AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 171. SINGAPORE AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 172. SINGAPORE AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 173. SINGAPORE AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 174. SINGAPORE AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 175. SINGAPORE AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 176. SINGAPORE AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 177. SOUTH KOREA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 178. SOUTH KOREA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 179. SOUTH KOREA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 180. SOUTH KOREA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 181. SOUTH KOREA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 182. SOUTH KOREA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 183. SOUTH KOREA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 184. SOUTH KOREA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 185. TAIWAN AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 186. TAIWAN AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 187. TAIWAN AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 188. TAIWAN AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 189. TAIWAN AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 190. TAIWAN AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 191. TAIWAN AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 192. TAIWAN AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 193. THAILAND AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 194. THAILAND AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 195. THAILAND AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 196. THAILAND AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 197. THAILAND AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 198. THAILAND AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 199. THAILAND AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 200. THAILAND AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 201. VIETNAM AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 202. VIETNAM AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 203. VIETNAM AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 204. VIETNAM AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 205. VIETNAM AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 206. VIETNAM AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 207. VIETNAM AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 208. VIETNAM AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 209. EUROPE, MIDDLE EAST & AFRICA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 210. EUROPE, MIDDLE EAST & AFRICA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 211. EUROPE, MIDDLE EAST & AFRICA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 212. EUROPE, MIDDLE EAST & AFRICA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 213. EUROPE, MIDDLE EAST & AFRICA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 214. EUROPE, MIDDLE EAST & AFRICA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 215. EUROPE, MIDDLE EAST & AFRICA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 216. EUROPE, MIDDLE EAST & AFRICA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 217. EUROPE, MIDDLE EAST & AFRICA AI EDGE COMPUTING MARKET SIZE, BY COUNTRY, 2018-2023 (USD MILLION)
  • TABLE 218. EUROPE, MIDDLE EAST & AFRICA AI EDGE COMPUTING MARKET SIZE, BY COUNTRY, 2024-2030 (USD MILLION)
  • TABLE 219. DENMARK AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 220. DENMARK AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 221. DENMARK AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 222. DENMARK AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 223. DENMARK AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 224. DENMARK AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 225. DENMARK AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 226. DENMARK AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 227. EGYPT AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 228. EGYPT AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 229. EGYPT AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 230. EGYPT AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 231. EGYPT AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 232. EGYPT AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 233. EGYPT AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 234. EGYPT AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 235. FINLAND AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 236. FINLAND AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 237. FINLAND AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 238. FINLAND AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 239. FINLAND AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 240. FINLAND AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 241. FINLAND AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 242. FINLAND AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 243. FRANCE AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 244. FRANCE AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 245. FRANCE AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 246. FRANCE AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 247. FRANCE AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 248. FRANCE AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 249. FRANCE AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 250. FRANCE AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 251. GERMANY AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 252. GERMANY AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 253. GERMANY AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 254. GERMANY AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 255. GERMANY AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 256. GERMANY AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 257. GERMANY AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 258. GERMANY AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 259. ISRAEL AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 260. ISRAEL AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 261. ISRAEL AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 262. ISRAEL AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 263. ISRAEL AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 264. ISRAEL AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 265. ISRAEL AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 266. ISRAEL AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 267. ITALY AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 268. ITALY AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 269. ITALY AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 270. ITALY AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 271. ITALY AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 272. ITALY AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 273. ITALY AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 274. ITALY AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 275. NETHERLANDS AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 276. NETHERLANDS AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 277. NETHERLANDS AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 278. NETHERLANDS AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 279. NETHERLANDS AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 280. NETHERLANDS AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 281. NETHERLANDS AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 282. NETHERLANDS AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 283. NIGERIA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 284. NIGERIA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 285. NIGERIA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 286. NIGERIA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 287. NIGERIA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 288. NIGERIA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 289. NIGERIA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 290. NIGERIA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 291. NORWAY AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 292. NORWAY AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 293. NORWAY AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 294. NORWAY AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 295. NORWAY AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 296. NORWAY AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 297. NORWAY AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 298. NORWAY AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 299. POLAND AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 300. POLAND AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 301. POLAND AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 302. POLAND AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 303. POLAND AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 304. POLAND AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 305. POLAND AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 306. POLAND AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 307. QATAR AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 308. QATAR AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 309. QATAR AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 310. QATAR AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 311. QATAR AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 312. QATAR AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 313. QATAR AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 314. QATAR AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 315. RUSSIA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 316. RUSSIA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 317. RUSSIA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 318. RUSSIA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 319. RUSSIA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 320. RUSSIA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 321. RUSSIA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 322. RUSSIA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 323. SAUDI ARABIA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 324. SAUDI ARABIA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 325. SAUDI ARABIA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 326. SAUDI ARABIA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 327. SAUDI ARABIA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 328. SAUDI ARABIA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 329. SAUDI ARABIA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 330. SAUDI ARABIA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 331. SOUTH AFRICA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 332. SOUTH AFRICA AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 333. SOUTH AFRICA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 334. SOUTH AFRICA AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 335. SOUTH AFRICA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 336. SOUTH AFRICA AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 337. SOUTH AFRICA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 338. SOUTH AFRICA AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 339. SPAIN AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 340. SPAIN AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 341. SPAIN AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 342. SPAIN AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 343. SPAIN AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 344. SPAIN AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 345. SPAIN AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 346. SPAIN AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 347. SWEDEN AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 348. SWEDEN AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 349. SWEDEN AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 350. SWEDEN AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 351. SWEDEN AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 352. SWEDEN AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 353. SWEDEN AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)
  • TABLE 354. SWEDEN AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2024-2030 (USD MILLION)
  • TABLE 355. SWITZERLAND AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2018-2023 (USD MILLION)
  • TABLE 356. SWITZERLAND AI EDGE COMPUTING MARKET SIZE, BY COMPONENT, 2024-2030 (USD MILLION)
  • TABLE 357. SWITZERLAND AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2018-2023 (USD MILLION)
  • TABLE 358. SWITZERLAND AI EDGE COMPUTING MARKET SIZE, BY DATA SOURCE, 2024-2030 (USD MILLION)
  • TABLE 359. SWITZERLAND AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2018-2023 (USD MILLION)
  • TABLE 360. SWITZERLAND AI EDGE COMPUTING MARKET SIZE, BY APPLICATION, 2024-2030 (USD MILLION)
  • TABLE 361. SWITZERLAND AI EDGE COMPUTING MARKET SIZE, BY END-USER, 2018-2023 (USD MILLION)

TABLE 362

目次
Product Code: MRR-742BD517A299

[187 Pages Report] The AI Edge Computing Market size was estimated at USD 16.25 billion in 2023 and expected to reach USD 19.52 billion in 2024, at a CAGR 20.63% to reach USD 60.43 billion by 2030.

The AI edge computing includes the application of artificial intelligence (AI) and machine learning (ML) technologies within edge computing systems. These systems enable real-time processing and analysis of data at the local level rather than relying on centralized cloud-based servers. The market encompasses hardware, software, and services that facilitate efficient processing of large-scale data close to its source, thereby offering enhanced performance, reduced latency, and improved privacy for various end-use applications. Increased IoT device adoption rates and advancement in AI/ML algorithms capable of performing complex tasks at a faster pace with lower power consumption requirements is driving the usage of AI edge computing. Growing demand for low-latency applications, rising concerns about data security & privacy due to stricter regulatory oversight, and increasing focus on Industry 4.0 initiatives amidst various industries globally are creating a platform for AI edge computing. High initial investment costs associated with implementing edge infrastructure and the complexity of integrating multiple data sources from different IoT devices into a coherent system are hampering market growth. The growing development of energy-efficient processors, memory units, and other components specifically designed to handle AI tasks at the edge is expected to create opportunities for market growth.

KEY MARKET STATISTICS
Base Year [2023] USD 16.25 billion
Estimated Year [2024] USD 19.52 billion
Forecast Year [2030] USD 60.43 billion
CAGR (%) 20.63%

Component: Expanding usage of software components for real-time analytics

Hardware components play a crucial role in AI edge computing systems. They provide the necessary infrastructure to support advanced computations at the edge of networks, enabling real-time decision-making and reducing latency. When it comes to hardware selection, factors such as performance, power efficiency, and compatibility with existing infrastructure are key considerations. Services encompass various aspects of AI edge computing adoption, including deployment consulting, system integration, maintenance support, and training. Organizations often seek service providers that offer expertise in edge computing architectures tailored to their specific needs. Software forms the backbone of AI edge computing systems, enabling data processing, machine learning algorithms, and real-time analytics. Selecting the right software ensures seamless integration with hardware components and efficiently utilizes computational resources. When comparing these subcategories, hardware selection should prioritize performance and compatibility. At the same time, services play a vital role in assisting organizations with system integration and support for edge computing architectures, and software providers facilitate AI model deployment and optimization for edge devices.

Data Source: Increasing demand for mobile data to creat

Biometric data refers to individuals' physical or behavioral characteristics that are used for identification and authentication purposes. It includes fingerprints, facial recognition, iris scanning, voice patterns, and gait analysis. Organizations across various industries are adopting biometric technology based on security needs and convenience factors. Mobile data encompasses various information generated by smartphones and other portable devices. It includes user-generated content, location-based services data, usage patterns, and app analytics data. Companies leverage this data source for targeted marketing campaigns or optimizing customer engagement. Sensor data is generated by a variety of electronic devices, such as IoT gadgets, industrial equipment, and wearable health monitors. It encompasses information about physical properties like temperature, pressure, humidity, or movement. Companies use this data source for predictive maintenance, remote monitoring, and process optimization.

Application:

Access management is crucial for ensuring secure access to critical resources and maintaining data integrity in organizations. AI edge computing providers offer advanced AI-powered edge computing solutions that enhance access control processes through real-time monitoring and anomaly detection. The rise of autonomous vehicles has driven significant demand for AI edge computing solutions to facilitate real-time decision-making capabilities. Innovative energy management systems are leveraging AI edge computing technologies to optimize energy consumption and reduce costs associated with power generation. AI edge computing has revolutionized remote monitoring and predictive maintenance by enabling rapid data processing at the source, reducing latency and network load. The telemetry sector is experiencing significant growth with the adoption of AI edge computing to enable efficient data collection from disparate sources. The video surveillance industry is leveraging AI edge computing technologies to enhance security systems' efficiency and accuracy by implementing real-time analytics on edge devices.

End-User: Growing utilization by IT and telecommunication sector to optimize network operations and enhance customer experience

AI edge computing is crucial in the automotive sector, particularly in advanced driver-assistance systems (ADAS) and autonomous vehicles. The need for real-time processing, low-latency communication, and data security drives the adoption of AI edge solutions within the segment. The energy and utilities sector benefits from AI edge computing by improving grid management, energy efficiency, and predictive maintenance of assets. Governments are adopting AI edge computing to enhance public safety through surveillance systems while maintaining data privacy adherence. AI edge computing transforms healthcare through real-time patient monitoring systems, diagnostics tools, and telemedicine applications. AI-driven edge computing enables IT and telecom companies to optimize network operations, enhance data analytics capabilities, and improve customer experience through personalized services. The manufacturing sector adopts AI-powered edge computing technologies to enable predictive equipment maintenance, improve production efficiency, and lower operational costs.

Regional Insights

In the Americas, North American countries such as the United States and Canada are leading in technological advancements with strong investment in research & development activities. Factors driving growth in this region include higher adoption of IoT devices and increased cloud-based services among businesses. Moreover, there is a rising demand for real-time data processing solutions to improve operational efficiency across various industries such as healthcare and automotive, which further accelerates the adoption of AI edge computing technologies. Europe is currently at the forefront of adopting advanced AI technologies with numerous initiatives undertaken by governments to support research on artificial intelligence across European Union countries. Industry 4.0 enablers are also promoting AI-powered automation solutions in manufacturing sectors, leading to a growing demand for edge computing capabilities. In the Middle East and Africa, although the adoption of AI technologies is still in its nascent stage, high growth potential is anticipated due to increasing government support for digital transformation initiatives and rising investment in smart city projects. The Asia-Pacific region is witnessing a prompt growth rate in the AI edge computing market during the forecast period, owing to rapid industrialization, raised smartphone penetration, and advancements in communication infrastructure. China, Japan, and South Korea are driving strong AI development with government policies supporting research & development activities and focusing on IoT applications across industries. Furthermore, emerging countries such as Australia and Singapore focus on creating smart city frameworks incorporating AI-driven solutions, thus promoting growth opportunities within this sector.

FPNV Positioning Matrix

The FPNV Positioning Matrix is pivotal in evaluating the AI Edge Computing 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 AI Edge Computing 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 AI Edge Computing Market, highlighting leading vendors and their innovative profiles. These include ABB Ltd., ADLINK Technology Inc., Advantech Co., Ltd., Akamai Technologies, Inc., Amazon Web Services, Inc., Atos SE, Broadcom Inc., Cisco Systems, Inc., Cloudera, Inc., Dell Inc., EdgeConneX, Inc., EdgeCortix, Inc., Fastly, Inc., General Electric Company, Hewlett Packard Enterprise Development LP, Honeywell International Inc., Huawei Technologies Co., Ltd., Intel Corporation, International Business Machines Corporation, Lenovo Group Limited, Microsoft Corporation, NVIDIA Corporation, Robert Bosch GmbH, Rockwell Automation, Inc., SAP SE, Schneider Electric SE, Siemens AG, Sterlite Technologies Limited, Tata Elxsi Limited, Teksun Inc., Telefonaktiebolaget LM Ericsson, and Unigen Corporation.

Market Segmentation & Coverage

This research report categorizes the AI Edge Computing Market to forecast the revenues and analyze trends in each of the following sub-markets:

  • Component
    • Hardware
    • Services
    • Software
  • Data Source
    • Biometric Data
    • Mobile Data
    • Sensor Data
  • Application
    • Access Management
    • Autonomous Vehicles
    • Energy Management
    • Remote Monitoring & Predictive Maintenance
    • Telemetry
    • Video Surveillance
  • End-User
    • Automotive
    • Energy & Utilities
    • Government & Public
    • Healthcare
    • IT & Telecom
    • Manufacturing
  • Region
    • Americas
      • Argentina
      • Brazil
      • Canada
      • Mexico
      • United States
        • California
        • Florida
        • Illinois
        • 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 AI Edge Computing Market?

2. Which products, segments, applications, and areas should one consider investing in over the forecast period in the AI Edge Computing Market?

3. What are the technology trends and regulatory frameworks in the AI Edge Computing Market?

4. What is the market share of the leading vendors in the AI Edge Computing Market?

5. Which modes and strategic moves are suitable for entering the AI Edge Computing 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. Growing customer inclination toward smart devices
      • 5.1.1.2. Increasing adoption of predictive maintenance in digital infrastructure worldwide
      • 5.1.1.3. Need for cost and operational efficiency in enterprises
    • 5.1.2. Restraints
      • 5.1.2.1. Latency issues due to massive data generation
    • 5.1.3. Opportunities
      • 5.1.3.1. Investments to integrate AI edge computing in various end-user industries
      • 5.1.3.2. Adoption of AI edge computing in smart cities for intelligent traffic controls and parking communications
    • 5.1.4. Challenges
      • 5.1.4.1. Data privacy and security concerns associated with AI Edge computing
  • 5.2. Market Segmentation Analysis
    • 5.2.1. Component: Expanding usage of software components for real-time analytics
    • 5.2.2. Data Source: Increasing demand for mobile data to creat

5.2.3. Application:

    • 5.2.4. End-User: Growing utilization by IT and telecommunication sector to optimize network operations and enhance customer experience
  • 5.3. Market Disruption Analysis
  • 5.4. Porter's Five Forces Analysis
    • 5.4.1. Threat of New Entrants
    • 5.4.2. Threat of Substitutes
    • 5.4.3. Bargaining Power of Customers
    • 5.4.4. Bargaining Power of Suppliers
    • 5.4.5. Industry Rivalry
  • 5.5. Value Chain & Critical Path Analysis
  • 5.6. Pricing Analysis
  • 5.7. Technology Analysis
  • 5.8. Patent Analysis
  • 5.9. Trade Analysis
  • 5.10. Regulatory Framework Analysis

6. AI Edge Computing Market, by Component

  • 6.1. Introduction
  • 6.2. Hardware
  • 6.3. Services
  • 6.4. Software

7. AI Edge Computing Market, by Data Source

  • 7.1. Introduction
  • 7.2. Biometric Data
  • 7.3. Mobile Data
  • 7.4. Sensor Data

8. AI Edge Computing Market, by Application

  • 8.1. Introduction
  • 8.2. Access Management
  • 8.3. Autonomous Vehicles
  • 8.4. Energy Management
  • 8.5. Remote Monitoring & Predictive Maintenance
  • 8.6. Telemetry
  • 8.7. Video Surveillance

9. AI Edge Computing Market, by End-User

  • 9.1. Introduction
  • 9.2. Automotive
  • 9.3. Energy & Utilities
  • 9.4. Government & Public
  • 9.5. Healthcare
  • 9.6. IT & Telecom
  • 9.7. Manufacturing

10. Americas AI Edge Computing Market

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

11. Asia-Pacific AI Edge Computing 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 AI Edge Computing 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. EdgeCortix Raises USD 20 Million for Technology Development and Global Expansion
    • 13.3.2. Lenovo Delivers AI at the Edge, Bringing Next Generation Intelligence to Data
    • 13.3.3. Unigen Launches Compact Edge AI Computing Solutions
  • 13.4. Strategy Analysis & Recommendation

14. Competitive Portfolio

  • 14.1. Key Company Profiles
  • 14.2. Key Product Portfolio