エッジAIハードウェア市場：コンポーネント、デバイス、消費電力、機能、エンドユーザー別-2025-2030年の世界予測

エッジAIハードウェア市場の2023年の市場規模は244億6,000万米ドルで、2024年には281億3,000万米ドルに達すると予測され、CAGR 16.75％で成長し、2030年には723億3,000万米ドルに達すると予測されています。

エッジAIハードウェアは、人工知能機能とエッジコンピューティングの組み合わせを指し、中央集中型のクラウドコンピューティングに依存するのではなく、ソース付近でのデータ処理を可能にします。この統合は、自律走行車、スマートカメラ、ドローン、IoTデバイスなどのさまざまなアプリケーションに必要なリアルタイム処理、遅延の低減、帯域幅効率の向上を実現するために不可欠です。最終用途には、自動車、ヘルスケア、家電、製造業など、低遅延と高性能の要求がますます優先される産業が含まれます。主な成長要因としては、IoTやコネクテッドデバイスの導入の増加、AIアルゴリズムの進歩、ネットワークエッジでの効率的なデータ処理の必要性などが挙げられます。エッジにコンピューティングを移行することで、データの露出を最小限に抑えることができ、セキュリティ上の利点が向上するため、データのプライバシーとセキュリティへの注目の高まりからビジネスチャンスが生まれます。さらに、スマートシティやインダストリー4.0の市場が急成長していることから、大規模なエッジAIハードウェア展開の可能性もあります。しかし、導入コストの高さや、既存のエッジシステムとAIを統合する際の技術的な複雑さなどの課題も存在します。また、規制上のハードルや、異なるハードウェアやソフトウェア・プラットフォーム間での相互運用性の問題も大きな障壁となっています。AIチップ設計の革新、エッジデバイスの計算能力強化、エネルギー効率の高いシステムの開発は、潜在的な研究分野です。市場の性質はダイナミックであり、急速な技術シフトによって継続的なイノベーションが必要とされます。企業は、特定の産業課題に対応する適応性の高いエッジAIソリューションの創出に注力し、戦略的パートナーシップを形成して多様な技術力を活用することで、競争優位性を獲得することができます。特にエネルギー効率とAIの統合に関する研究開発活動を重視することは、制約を緩和し市場参入戦略を最適化するために推奨されます。世界市場の需要に対応するために事業を拡大し、進化する規制基準を遵守することで、市場でのポジショニングをさらに強化することができます。

市場力学：急速に進化するエッジAIハードウェア市場の主要市場インサイトを公開

エッジAIハードウェア市場は、需要と供給のダイナミックな相互作用によって変貌を遂げています。このような市場力学の進化を理解することで、企業は十分な情報に基づいた投資決定、戦略的決定の精緻化、そして新たなビジネスチャンスの獲得に備えることができます。これらの動向を包括的に把握することで、企業は政治的、地理的、技術的、社会的、経済的な領域にわたる様々なリスクを軽減することができ、また、消費者行動とそれが製造コストや購買動向に与える影響をより明確に理解することができます。

• 市場促進要因
  • 自動車産業におけるAIベースのロボット採用の増加
  • エッジAIデバイスにおける低レイテンシーとリアルタイム処理のニーズの高まり
  • スマートデバイスに対する消費者需要の急増
• 市場抑制要因
  • エッジAIハードウェアによる高い消費電力に関する懸念
• 市場機会
  • エッジAIデバイスの性能を高めるエッジAIハードウェアの絶え間ないイノベーション
  • 世界の5Gネットワークの登場によるスマートシティプロジェクトへの投資の増加
• 市場の課題
  • エッジAIハードウェアの統合における複雑さ

ポーターのファイブフォース：エッジAIハードウェア市場をナビゲートする戦略ツール

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

PESTLE分析：エッジAIハードウェア市場における外部からの影響の把握

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

市場シェア分析エッジAIハードウェア市場における競合情勢の把握

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

FPNVポジショニング・マトリックスエッジAIハードウェア市場におけるベンダーのパフォーマンス評価

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

戦略分析と推奨エッジAIハードウェア市場における成功への道筋を描く

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

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

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

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

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

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

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

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

1.現在の市場規模と今後の成長予測は？

2.最高の投資機会を提供する製品、セグメント、地域はどこか？

3.市場を形成する主な技術動向と規制の影響とは？

4.主要ベンダーの市場シェアと競合ポジションは？

5.ベンダーの市場参入・撤退戦略の原動力となる収益源と戦略的機会は何か？

目次

第1章 序文

第2章 調査手法

第3章 エグゼクティブサマリー

第4章 市場の概要

第5章 市場洞察

• 市場力学
  • 促進要因
    • 自動車業界全体でAIベースのロボットの導入が増加
    • エッジAIデバイスにおける低遅延とリアルタイム処理のニーズの高まり
    • スマートデバイスに対する消費者需要の急増
  • 抑制要因
    • エッジAIハードウェアの高電力消費に関する懸念
  • 機会
    • エッジAIデバイスのパフォーマンスを向上させるエッジAIハードウェアの継続的なイノベーション
    • 5Gネットワークの世界の普及によりスマートシティプロジェクトへの投資が増加
  • 課題
    • エッジAIハードウェアの統合の複雑さ
• 市場セグメンテーション分析
  • コンポーネント：エッジAIメモリとプロセッサの進歩により、リアルタイムのデータ保存操作が効果的に実現されます。
  • 機能：IoTデバイスに推論ベースのAIを導入し、データ処理と意思決定の遅延を削減
• ポーターのファイブフォース分析
• PESTEL分析
  • 政治的
  • 経済
  • 社交
  • 技術的
  • 法律上
  • 環境

第6章 エッジAIハードウェア市場：コンポーネント別

• メモリ
• ネットワークセンサー
• プロセッサ
  • ASIC
  • CPU
  • プログラマブルロジック
  • グラフィックプロセッサ

第7章 エッジAIハードウェア市場：デバイス別

• 自動車
• エッジサーバー
• ロボット
• スマートミラー
• スマートスピーカー
• スマートフォン
• 監視カメラ
• ウェアラブル

第8章 エッジAIハードウェア市場消費電力別

• 1-3W
• 3-5W
• 5-10W
• 1W未満
• 10W以上

第9章 エッジAIハードウェア市場：機能別

• 推論
• トレーニング

第10章 エッジAIハードウェア市場：最終用途別

• 航空宇宙
• 自動車
• 家電
• ヘルスケア
• 産業

第11章 南北アメリカのエッジAIハードウェア市場

• アルゼンチン
• ブラジル
• カナダ
• メキシコ
• 米国

第12章 アジア太平洋地域のエッジAIハードウェア市場

• 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13章 欧州・中東・アフリカのエッジAIハードウェア市場

• 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14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
  • インテル、MWC 2024で新しいエッジAIテクノロジーを発表、ローカルデータ処理を革新し、速度と効率を向上
  • アヴネットとシンティアントが提携し、エッジAI技術の普及を推進
  • STマイクロエレクトロニクス、計算能力を強化した先進のエッジAIプロセッサシリーズを発表
• 戦略分析と提言

企業一覧

• Advanced Micro Devices, Inc.
• Aetina Corporation
• Apple Inc.
• Arm Holdings plc
• Huawei Technologies Co., Ltd.
• Imagination Technologies
• Intel Corporation
• International Business Machines Corporation
• MediaTek Inc.
• Micron Technology, Inc.
• Microsoft Corporation
• Murata Manufacturing Co., Ltd.
• NVIDIA Corporation
• Premier Farnell Limited
• Qualcomm Technologies, Inc.
• Renesas Electronics Corporation
• Samsung Electronics Co., Ltd.
• Sony Group Corporation
• STMicroelectronics N.V.
• Super Micro Computer, Inc.
• Texas Instruments Incorporated
• Xailient Inc.

LIST OF FIGURES

• FIGURE 1. EDGE AI HARDWARE MARKET RESEARCH PROCESS
• FIGURE 2. EDGE AI HARDWARE MARKET SIZE, 2023 VS 2030
• FIGURE 3. GLOBAL EDGE AI HARDWARE MARKET SIZE, 2018-2030 (USD MILLION)
• FIGURE 4. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY REGION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 5. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 6. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2023 VS 2030 (%)
• FIGURE 7. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 8. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2023 VS 2030 (%)
• FIGURE 9. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 10. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2023 VS 2030 (%)
• FIGURE 11. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 12. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2023 VS 2030 (%)
• FIGURE 13. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 14. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2023 VS 2030 (%)
• FIGURE 15. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 16. AMERICAS EDGE AI HARDWARE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 17. AMERICAS EDGE AI HARDWARE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 18. UNITED STATES EDGE AI HARDWARE MARKET SIZE, BY STATE, 2023 VS 2030 (%)
• FIGURE 19. UNITED STATES EDGE AI HARDWARE MARKET SIZE, BY STATE, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 20. ASIA-PACIFIC EDGE AI HARDWARE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 21. ASIA-PACIFIC EDGE AI HARDWARE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 22. EUROPE, MIDDLE EAST & AFRICA EDGE AI HARDWARE MARKET SIZE, BY COUNTRY, 2023 VS 2030 (%)
• FIGURE 23. EUROPE, MIDDLE EAST & AFRICA EDGE AI HARDWARE MARKET SIZE, BY COUNTRY, 2023 VS 2024 VS 2030 (USD MILLION)
• FIGURE 24. EDGE AI HARDWARE MARKET SHARE, BY KEY PLAYER, 2023
• FIGURE 25. EDGE AI HARDWARE MARKET, FPNV POSITIONING MATRIX, 2023

LIST OF TABLES

• TABLE 1. EDGE AI HARDWARE MARKET SEGMENTATION & COVERAGE
• TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2023
• TABLE 3. GLOBAL EDGE AI HARDWARE MARKET SIZE, 2018-2030 (USD MILLION)
• TABLE 4. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 5. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 6. EDGE AI HARDWARE MARKET DYNAMICS
• TABLE 7. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 8. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY MEMORY, BY REGION, 2018-2030 (USD MILLION)
• TABLE 9. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY NETWORKING SENSOR, BY REGION, 2018-2030 (USD MILLION)
• TABLE 10. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, BY REGION, 2018-2030 (USD MILLION)
• TABLE 11. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY ASICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 12. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY CPU, BY REGION, 2018-2030 (USD MILLION)
• TABLE 13. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY FPGA, BY REGION, 2018-2030 (USD MILLION)
• TABLE 14. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY GPU, BY REGION, 2018-2030 (USD MILLION)
• TABLE 15. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 16. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 17. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 18. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY EDGE SERVERS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 19. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY ROBOTS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 20. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY SMART MIRRORS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 21. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY SMART SPEAKERS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 22. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY SMARTPHONES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 23. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY SURVEILLANCE CAMERAS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 24. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY WEARABLES, BY REGION, 2018-2030 (USD MILLION)
• TABLE 25. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 26. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY 1-3 W, BY REGION, 2018-2030 (USD MILLION)
• TABLE 27. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY 3-5 W, BY REGION, 2018-2030 (USD MILLION)
• TABLE 28. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY 5-10W, BY REGION, 2018-2030 (USD MILLION)
• TABLE 29. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY LESS THAN 1W, BY REGION, 2018-2030 (USD MILLION)
• TABLE 30. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY MORE THAN 10W, BY REGION, 2018-2030 (USD MILLION)
• TABLE 31. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 32. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY INFERENCE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 33. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY TRAINING, BY REGION, 2018-2030 (USD MILLION)
• TABLE 34. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 35. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY AEROSPACE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 36. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY AUTOMOTIVE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 37. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY CONSUMER ELECTRONICS, BY REGION, 2018-2030 (USD MILLION)
• TABLE 38. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2030 (USD MILLION)
• TABLE 39. GLOBAL EDGE AI HARDWARE MARKET SIZE, BY INDUSTRIAL, BY REGION, 2018-2030 (USD MILLION)
• TABLE 40. AMERICAS EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 41. AMERICAS EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 42. AMERICAS EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 43. AMERICAS EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 44. AMERICAS EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 45. AMERICAS EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 46. AMERICAS EDGE AI HARDWARE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 47. ARGENTINA EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 48. ARGENTINA EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 49. ARGENTINA EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 50. ARGENTINA EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 51. ARGENTINA EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 52. ARGENTINA EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 53. BRAZIL EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 54. BRAZIL EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 55. BRAZIL EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 56. BRAZIL EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 57. BRAZIL EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 58. BRAZIL EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 59. CANADA EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 60. CANADA EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 61. CANADA EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 62. CANADA EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 63. CANADA EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 64. CANADA EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 65. MEXICO EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 66. MEXICO EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 67. MEXICO EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 68. MEXICO EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 69. MEXICO EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 70. MEXICO EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 71. UNITED STATES EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 72. UNITED STATES EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 73. UNITED STATES EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 74. UNITED STATES EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 75. UNITED STATES EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 76. UNITED STATES EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 77. UNITED STATES EDGE AI HARDWARE MARKET SIZE, BY STATE, 2018-2030 (USD MILLION)
• TABLE 78. ASIA-PACIFIC EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 79. ASIA-PACIFIC EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 80. ASIA-PACIFIC EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 81. ASIA-PACIFIC EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 82. ASIA-PACIFIC EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 83. ASIA-PACIFIC EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 84. ASIA-PACIFIC EDGE AI HARDWARE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 85. AUSTRALIA EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 86. AUSTRALIA EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 87. AUSTRALIA EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 88. AUSTRALIA EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 89. AUSTRALIA EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 90. AUSTRALIA EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 91. CHINA EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 92. CHINA EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 93. CHINA EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 94. CHINA EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 95. CHINA EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 96. CHINA EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 97. INDIA EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 98. INDIA EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 99. INDIA EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 100. INDIA EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 101. INDIA EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 102. INDIA EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 103. INDONESIA EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 104. INDONESIA EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 105. INDONESIA EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 106. INDONESIA EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 107. INDONESIA EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 108. INDONESIA EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 109. JAPAN EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 110. JAPAN EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 111. JAPAN EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 112. JAPAN EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 113. JAPAN EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 114. JAPAN EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 115. MALAYSIA EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 116. MALAYSIA EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 117. MALAYSIA EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 118. MALAYSIA EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 119. MALAYSIA EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 120. MALAYSIA EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 121. PHILIPPINES EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 122. PHILIPPINES EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 123. PHILIPPINES EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 124. PHILIPPINES EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 125. PHILIPPINES EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 126. PHILIPPINES EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 127. SINGAPORE EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 128. SINGAPORE EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 129. SINGAPORE EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 130. SINGAPORE EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 131. SINGAPORE EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 132. SINGAPORE EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 133. SOUTH KOREA EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 134. SOUTH KOREA EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 135. SOUTH KOREA EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 136. SOUTH KOREA EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 137. SOUTH KOREA EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 138. SOUTH KOREA EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 139. TAIWAN EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 140. TAIWAN EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 141. TAIWAN EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 142. TAIWAN EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 143. TAIWAN EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 144. TAIWAN EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 145. THAILAND EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 146. THAILAND EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 147. THAILAND EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 148. THAILAND EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 149. THAILAND EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 150. THAILAND EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 151. VIETNAM EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 152. VIETNAM EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 153. VIETNAM EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 154. VIETNAM EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 155. VIETNAM EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 156. VIETNAM EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 157. EUROPE, MIDDLE EAST & AFRICA EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 158. EUROPE, MIDDLE EAST & AFRICA EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 159. EUROPE, MIDDLE EAST & AFRICA EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 160. EUROPE, MIDDLE EAST & AFRICA EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 161. EUROPE, MIDDLE EAST & AFRICA EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 162. EUROPE, MIDDLE EAST & AFRICA EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 163. EUROPE, MIDDLE EAST & AFRICA EDGE AI HARDWARE MARKET SIZE, BY COUNTRY, 2018-2030 (USD MILLION)
• TABLE 164. DENMARK EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 165. DENMARK EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 166. DENMARK EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 167. DENMARK EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 168. DENMARK EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 169. DENMARK EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 170. EGYPT EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 171. EGYPT EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 172. EGYPT EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 173. EGYPT EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 174. EGYPT EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 175. EGYPT EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 176. FINLAND EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 177. FINLAND EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 178. FINLAND EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 179. FINLAND EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 180. FINLAND EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 181. FINLAND EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 182. FRANCE EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 183. FRANCE EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 184. FRANCE EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 185. FRANCE EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 186. FRANCE EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 187. FRANCE EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 188. GERMANY EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 189. GERMANY EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 190. GERMANY EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 191. GERMANY EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 192. GERMANY EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 193. GERMANY EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 194. ISRAEL EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 195. ISRAEL EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 196. ISRAEL EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 197. ISRAEL EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 198. ISRAEL EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 199. ISRAEL EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 200. ITALY EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 201. ITALY EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 202. ITALY EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 203. ITALY EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 204. ITALY EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 205. ITALY EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 206. NETHERLANDS EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 207. NETHERLANDS EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 208. NETHERLANDS EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 209. NETHERLANDS EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 210. NETHERLANDS EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 211. NETHERLANDS EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 212. NIGERIA EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 213. NIGERIA EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 214. NIGERIA EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 215. NIGERIA EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 216. NIGERIA EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 217. NIGERIA EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 218. NORWAY EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 219. NORWAY EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 220. NORWAY EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 221. NORWAY EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 222. NORWAY EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 223. NORWAY EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 224. POLAND EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 225. POLAND EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 226. POLAND EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 227. POLAND EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 228. POLAND EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 229. POLAND EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 230. QATAR EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 231. QATAR EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 232. QATAR EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 233. QATAR EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 234. QATAR EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 235. QATAR EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 236. RUSSIA EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 237. RUSSIA EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 238. RUSSIA EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 239. RUSSIA EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 240. RUSSIA EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 241. RUSSIA EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 242. SAUDI ARABIA EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 243. SAUDI ARABIA EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 244. SAUDI ARABIA EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 245. SAUDI ARABIA EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 246. SAUDI ARABIA EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 247. SAUDI ARABIA EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 248. SOUTH AFRICA EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 249. SOUTH AFRICA EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 250. SOUTH AFRICA EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 251. SOUTH AFRICA EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 252. SOUTH AFRICA EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 253. SOUTH AFRICA EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 254. SPAIN EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 255. SPAIN EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 256. SPAIN EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 257. SPAIN EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 258. SPAIN EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 259. SPAIN EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 260. SWEDEN EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 261. SWEDEN EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 262. SWEDEN EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 263. SWEDEN EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 264. SWEDEN EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 265. SWEDEN EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 266. SWITZERLAND EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 267. SWITZERLAND EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 268. SWITZERLAND EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 269. SWITZERLAND EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 270. SWITZERLAND EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 271. SWITZERLAND EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 272. TURKEY EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 273. TURKEY EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 274. TURKEY EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 275. TURKEY EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 276. TURKEY EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 277. TURKEY EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 278. UNITED ARAB EMIRATES EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 279. UNITED ARAB EMIRATES EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 280. UNITED ARAB EMIRATES EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 281. UNITED ARAB EMIRATES EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 282. UNITED ARAB EMIRATES EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 283. UNITED ARAB EMIRATES EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 284. UNITED KINGDOM EDGE AI HARDWARE MARKET SIZE, BY COMPONENT, 2018-2030 (USD MILLION)
• TABLE 285. UNITED KINGDOM EDGE AI HARDWARE MARKET SIZE, BY PROCESSOR, 2018-2030 (USD MILLION)
• TABLE 286. UNITED KINGDOM EDGE AI HARDWARE MARKET SIZE, BY DEVICE, 2018-2030 (USD MILLION)
• TABLE 287. UNITED KINGDOM EDGE AI HARDWARE MARKET SIZE, BY POWER CONSUMPTION, 2018-2030 (USD MILLION)
• TABLE 288. UNITED KINGDOM EDGE AI HARDWARE MARKET SIZE, BY FUNCTION, 2018-2030 (USD MILLION)
• TABLE 289. UNITED KINGDOM EDGE AI HARDWARE MARKET SIZE, BY END-USE, 2018-2030 (USD MILLION)
• TABLE 290. EDGE AI HARDWARE MARKET SHARE, BY KEY PLAYER, 2023
• TABLE 291. EDGE AI HARDWARE MARKET, FPNV POSITIONING MATRIX, 2023

The Edge AI Hardware Market was valued at USD 24.46 billion in 2023, expected to reach USD 28.13 billion in 2024, and is projected to grow at a CAGR of 16.75%, to USD 72.33 billion by 2030.

Edge AI Hardware refers to the combination of artificial intelligence capabilities with edge computing, enabling data processing near the source rather than relying on centralized cloud computing. This integration is critical for delivering real-time processing, reduced latency, and increased bandwidth efficiency, which are necessary for various applications such as autonomous vehicles, smart cameras, drones, and IoT devices. The end-use scope covers industries like automotive, healthcare, consumer electronics, and manufacturing which increasingly prioritize low latency and high-performance demands. Key growth influencers include the rising adoption of IoT and connected devices, advancements in AI algorithms, and the need for efficient data processing at the network edge. Opportunities arise from the growing focus on data privacy and security, as moving computing to the edge can offer enhanced security benefits by minimizing data exposure. Additionally, the burgeoning markets in smart cities and Industry 4.0 offer potential for wide-scale edge AI hardware deployment. However, challenges exist, such as the high cost of implementation and technical complexities in integrating AI with existing edge systems. Regulatory hurdles and interoperability issues across different hardware and software platforms also pose significant barriers. Innovations in AI chip design, enhanced computational power in edge devices, and the development of energy-efficient systems represent potential research areas. The market's nature is dynamic, with rapid technology shifts necessitating continuous innovation. Companies can gain competitive advantages by focusing on creating adaptable edge AI solutions that address specific industry challenges and by forming strategic partnerships to leverage diverse technology capabilities. Emphasizing R&D activities, especially concerning energy efficiency and AI integration, is recommended to mitigate limitations and optimize market entry strategies. Scaling operations to address global market demands and adhering to evolving regulatory standards can further strengthen market positioning.

Market Dynamics: Unveiling Key Market Insights in the Rapidly Evolving Edge AI Hardware Market

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

• Market Drivers
  • Increasing adoption of AI-based robots across the automotive industry
  • Growing need for low latency and real-time processing on edge AI devices
  • Surge in consumer demand for smart devices
• Market Restraints
  • Concerns regarding high power consumption with edge AI hardware
• Market Opportunities
  • Continuous innovations in edge AI hardware that enhance the performance of edge AI devices
  • Rising investment in smart city projects with the advent of 5G network globally
• Market Challenges
  • Complexity in the integration of edge AI hardware

Porter's Five Forces: A Strategic Tool for Navigating the Edge AI Hardware Market

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

PESTLE Analysis: Navigating External Influences in the Edge AI Hardware Market

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

Market Share Analysis: Understanding the Competitive Landscape in the Edge AI Hardware Market

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

FPNV Positioning Matrix: Evaluating Vendors' Performance in the Edge AI Hardware Market

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

Strategy Analysis & Recommendation: Charting a Path to Success in the Edge AI Hardware Market

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

Key Company Profiles

The report delves into recent significant developments in the Edge AI Hardware Market, highlighting leading vendors and their innovative profiles. These include Advanced Micro Devices, Inc., Aetina Corporation, Apple Inc., Arm Holdings plc, Huawei Technologies Co., Ltd., Imagination Technologies, Intel Corporation, International Business Machines Corporation, MediaTek Inc., Micron Technology, Inc., Microsoft Corporation, Murata Manufacturing Co., Ltd., NVIDIA Corporation, Premier Farnell Limited, Qualcomm Technologies, Inc., Renesas Electronics Corporation, Samsung Electronics Co., Ltd., Sony Group Corporation, STMicroelectronics N.V., Super Micro Computer, Inc., Texas Instruments Incorporated, and Xailient Inc..

Market Segmentation & Coverage

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

• Based on Component, market is studied across Memory, Networking Sensor, and Processor. The Processor is further studied across ASICs, CPU, FPGA, and GPU.
• Based on Device, market is studied across Automotive, Edge servers, Robots, Smart mirrors, Smart speakers, Smartphones, Surveillance cameras, and Wearables.
• Based on Power Consumption, market is studied across 1-3 W, 3-5 W, 5-10W, Less than 1W, and More than 10W.
• Based on Function, market is studied across Inference and Training.
• Based on End-Use, market is studied across Aerospace, Automotive, Consumer Electronics, Healthcare, and Industrial.
• Based on Region, market is studied across Americas, Asia-Pacific, and Europe, Middle East & Africa. The Americas is further studied across Argentina, Brazil, Canada, Mexico, and United States. The United States is further studied across California, Florida, Illinois, New York, Ohio, Pennsylvania, and Texas. The Asia-Pacific is further studied across Australia, China, India, Indonesia, Japan, Malaysia, Philippines, Singapore, South Korea, Taiwan, Thailand, and Vietnam. The Europe, Middle East & Africa is further studied across Denmark, Egypt, Finland, France, Germany, Israel, Italy, Netherlands, Nigeria, Norway, Poland, Qatar, Russia, Saudi Arabia, South Africa, Spain, Sweden, Switzerland, Turkey, United Arab Emirates, and United Kingdom.

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

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

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

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

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

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

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

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

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

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

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

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

Table of Contents

1. Preface

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

2. Research Methodology

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

3. Executive Summary

4. Market Overview

5. Market Insights

• 5.1. Market Dynamics
  • 5.1.1. Drivers
    • 5.1.1.1. Increasing adoption of AI-based robots across the automotive industry
    • 5.1.1.2. Growing need for low latency and real-time processing on edge AI devices
    • 5.1.1.3. Surge in consumer demand for smart devices
  • 5.1.2. Restraints
    • 5.1.2.1. Concerns regarding high power consumption with edge AI hardware
  • 5.1.3. Opportunities
    • 5.1.3.1. Continuous innovations in edge AI hardware that enhance the performance of edge AI devices
    • 5.1.3.2. Rising investment in smart city projects with the advent of 5G network globally
  • 5.1.4. Challenges
    • 5.1.4.1. Complexity in the integration of edge AI hardware
• 5.2. Market Segmentation Analysis
  • 5.2.1. Component: Advancements in the edge AI memory and processors to ensure real-time data storing operation effectively
  • 5.2.2. Function: Deployment of inference based AI in IoT devices to reduce delays in data processing and decision-making
• 5.3. Porter's Five Forces Analysis
  • 5.3.1. Threat of New Entrants
  • 5.3.2. Threat of Substitutes
  • 5.3.3. Bargaining Power of Customers
  • 5.3.4. Bargaining Power of Suppliers
  • 5.3.5. Industry Rivalry
• 5.4. PESTLE Analysis
  • 5.4.1. Political
  • 5.4.2. Economic
  • 5.4.3. Social
  • 5.4.4. Technological
  • 5.4.5. Legal
  • 5.4.6. Environmental

6. Edge AI Hardware Market, by Component

• 6.1. Introduction
• 6.2. Memory
• 6.3. Networking Sensor
• 6.4. Processor
  • 6.4.1. ASICs
  • 6.4.2. CPU
  • 6.4.3. FPGA
  • 6.4.4. GPU

7. Edge AI Hardware Market, by Device

• 7.1. Introduction
• 7.2. Automotive
• 7.3. Edge servers
• 7.4. Robots
• 7.5. Smart mirrors
• 7.6. Smart speakers
• 7.7. Smartphones
• 7.8. Surveillance cameras
• 7.9. Wearables

8. Edge AI Hardware Market, by Power Consumption

• 8.1. Introduction
• 8.2. 1-3 W
• 8.3. 3-5 W
• 8.4. 5-10W
• 8.5. Less than 1W
• 8.6. More than 10W

9. Edge AI Hardware Market, by Function

• 9.1. Introduction
• 9.2. Inference
• 9.3. Training

10. Edge AI Hardware Market, by End-Use

• 10.1. Introduction
• 10.2. Aerospace
• 10.3. Automotive
• 10.4. Consumer Electronics
• 10.5. Healthcare
• 10.6. Industrial

11. Americas Edge AI Hardware Market

• 11.1. Introduction
• 11.2. Argentina
• 11.3. Brazil
• 11.4. Canada
• 11.5. Mexico
• 11.6. United States

12. Asia-Pacific Edge AI Hardware Market

• 12.1. Introduction
• 12.2. Australia
• 12.3. China
• 12.4. India
• 12.5. Indonesia
• 12.6. Japan
• 12.7. Malaysia
• 12.8. Philippines
• 12.9. Singapore
• 12.10. South Korea
• 12.11. Taiwan
• 12.12. Thailand
• 12.13. Vietnam

13. Europe, Middle East & Africa Edge AI Hardware Market

• 13.1. Introduction
• 13.2. Denmark
• 13.3. Egypt
• 13.4. Finland
• 13.5. France
• 13.6. Germany
• 13.7. Israel
• 13.8. Italy
• 13.9. Netherlands
• 13.10. Nigeria
• 13.11. Norway
• 13.12. Poland
• 13.13. Qatar
• 13.14. Russia
• 13.15. Saudi Arabia
• 13.16. South Africa
• 13.17. Spain
• 13.18. Sweden
• 13.19. Switzerland
• 13.20. Turkey
• 13.21. United Arab Emirates
• 13.22. United Kingdom

14. Competitive Landscape

• 14.1. Market Share Analysis, 2023
• 14.2. FPNV Positioning Matrix, 2023
• 14.3. Competitive Scenario Analysis
  • 14.3.1. Intel Unveils New Edge AI Technologies at MWC 2024 to Revolutionize Local Data Processing for Enhanced Speed and Efficiency
  • 14.3.2. Avnet and Syntiant Partnered to Advance Edge AI Technology Distribution
  • 14.3.3. STMicroelectronics Unveils Advanced Edge AI Processor Series for Enhanced Computational Capabilities
• 14.4. Strategy Analysis & Recommendation

Companies Mentioned

• 1. Advanced Micro Devices, Inc.
• 2. Aetina Corporation
• 3. Apple Inc.
• 4. Arm Holdings plc
• 5. Huawei Technologies Co., Ltd.
• 6. Imagination Technologies
• 7. Intel Corporation
• 8. International Business Machines Corporation
• 9. MediaTek Inc.
• 10. Micron Technology, Inc.
• 11. Microsoft Corporation
• 12. Murata Manufacturing Co., Ltd.
• 13. NVIDIA Corporation
• 14. Premier Farnell Limited
• 15. Qualcomm Technologies, Inc.
• 16. Renesas Electronics Corporation
• 17. Samsung Electronics Co., Ltd.
• 18. Sony Group Corporation
• 19. STMicroelectronics N.V.
• 20. Super Micro Computer, Inc.
• 21. Texas Instruments Incorporated
• 22. Xailient Inc.