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市場調查報告書
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1575288

張量處理單元市場規模、佔有率、趨勢分析報告：按應用、按部署模式、按最終用途、按地區、細分市場預測，2024-2030 年

Tensor Processing Unit Market Size, Share & Trends Analysis Report By Application, By Deployment Mode, By End-use, By Region, And Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 150 Pages | 商品交期: 2-10個工作天內

價格

張量處理單元市場規模與趨勢：

預計2023年全球張量處理單元市場規模將達28.489億美元，2024年至2030年複合年成長率為31.9%。

由於各行業對人工智慧（AI）和機器學習（ML）的需求不斷增加，市場正在迅速擴大。 TPU 專為加速深度學習任務而設計，這使得它們對於人工智慧主導的應用程式至關重要。在醫療保健、金融和汽車等領域，TPU 可以有效處理大型資料集。

在醫療保健領域，TPU 用於醫學成像和診斷人工智慧，在金融領域，TPU 用於詐欺檢測和演算法交易。雲端基礎的TPU 的採用也在不斷增加，使企業能夠存取可擴展的 AI 資源，尤其是透過 Google Cloud。這種雲端趨勢使企業能夠利用 TPU 的強大功能，而無需昂貴的本地基礎架構。隨著人工智慧應用的增加，對 TPU 處理日益複雜的任務的需求也在增加。

由於 TPU 在支援邊緣運算和 IoT（物聯網）應用方面的作用，TPU 市場也在不斷成長。 TPU 擴大整合到邊緣設備中，使 AI 模型能夠在更靠近資料來源的地方運行，從而減少延遲並提高效率。製造和物流等行業使用 TPU 在智慧工廠和自動化系統中進行即時決策。在汽車領域，TPU用於即時處理AI處理的大量資料，特別是在自動駕駛領域。 TPU 也在通訊領域興起，用於最佳化網路和增強預測性維護。隨著邊緣運算的發展，智慧城市和連網型基礎架構中的 TPU 部署預計將會增加。這一趨勢預計將在未來十年進一步加速 TPU 市場的成長。

市場也有望受益於開放原始碼人工智慧框架和自訂人工智慧硬體的開發。 TPU 相容的工具和程式庫正在變得可用，越來越多的開發人員和公司正在將 TPU 納入他們的 AI 工作流程。 TPU 最佳化的開放原始碼平台（例如 TensorFlow）使企業能夠更輕鬆地建立和擴展 AI 模型。這就是為什麼 TPU 擴大被需要高性能且無需大量基礎設施投資的新興企業和研究機構採用。 AI 硬體公司和科技巨頭之間的合作使 TPU 更容易使用，從而進一步促進了 TPU 的採用。例如，雲端提供者和人工智慧開發人員之間的夥伴關係簡化了 TPU 支援的人工智慧應用程式的部署。這些進步將繼續支持 TPU 的採用，並將其定位為未來人工智慧硬體的關鍵參與者。

目錄

第1章調查方法和範圍

第 2 章執行摘要

第 3 章張量處理單元市場的變數、趨勢與範圍

  • 市場介紹/系統展望
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業挑戰
  • 張量處理單元市場分析工具
    • 波特的分析
    • PESTEL分析

第4章張量處理單元市場：使用量估計與趨勢分析

  • 細分儀表板
  • 張量處理單元市場：應用變化分析，百萬美元，2023 年和 2030 年
  • 人工智慧/機器學習
  • 高效能運算
  • 資料分析
  • 自治系統

第5章 張量處理單元市場：部署模式預估及趨勢分析

  • 細分儀表板
  • 張量處理單元市場：部署模式變化分析，百萬美元，2023-2030
  • 雲端基礎
  • 本地

第6章張量處理單元市場：最終用途估計與趨勢分析

  • 細分儀表板
  • 張量處理單元市場：最終用途變化分析，百萬美元，2023-2030
  • 資訊科技/通訊
  • 衛生保健
  • 車
  • 金融/銀行
  • 零售/電子商務
  • 其他

第7章張量處理單元市場：區域估計與趨勢分析

  • 2023 年和 2030 年按地區分類的張量處理單元市場佔有率，百萬美元
  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中東/非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第8章 競爭格局

  • 公司分類
  • 公司市場定位
  • 參與企業概況
  • 財務表現
  • 應用基準測試
  • 企業熱力圖分析
  • 策略規劃
  • 公司簡介 / 上市公司
    • Amazon Web Services, Inc.
    • Google Inc.
    • Graphcore
    • IBM Corporation
    • Intel Corporation
    • Micron Technology
    • Microsoft Corporation
    • NVIDIA Corporation
    • Qualcomm Technologies
    • Xilinx Inc.
Product Code: GVR-4-68040-447-1

Tensor Processing Unit Market Size & Trends:

The global tensor processing unit market size was estimated at USD 2,848.9 Million in 2023 and is projected to grow at a CAGR of 31.9% from 2024 to 2030. The market is expanding rapidly due to the growing demand for artificial intelligence (AI) and machine learning (ML) across various industries. TPUs are specifically designed to accelerate deep learning tasks, making them vital for AI-driven applications. In sectors like healthcare, finance, and automotive, TPUs process large datasets efficiently.

Healthcare uses TPUs for AI in medical imaging and diagnostics, while the finance sector employs them for fraud detection and algorithmic trading. Cloud-based TPU adoption is also increasing, particularly through Google Cloud, where businesses can access scalable AI resources. This cloud trend allows companies to harness the power of TPUs without the need for expensive on-premises infrastructure. As AI adoption grows, so does the demand for TPUs to handle increasingly complex tasks.

The TPU market is also growing due to its role in enabling edge computing and IoT (Internet of Things) applications. TPUs are becoming more integrated into edge devices, enabling AI models to run closer to data sources, reducing latency, and improving efficiency. Industries such as manufacturing and logistics use TPUs in smart factories and for real-time decision-making in automated systems. The automotive sector, particularly in autonomous driving, is utilizing TPUs to handle the vast amounts of data processed by AI in real time. TPUs are also gaining ground in telecommunications, where they are used to enhance network optimization and predictive maintenance. As edge computing grows, TPU deployment in smart cities and connected infrastructure is expected to rise. This trend will further accelerate the TPU market's growth over the next decade.

The market is also poised to benefit from open-source AI frameworks and the development of custom AI hardware. With the growing availability of TPU-compatible tools and libraries, more developers and enterprises are integrating TPUs into their AI workflows. Open-source platforms such as TensorFlow, optimized for TPUs, make it easier for companies to build and scale AI models. This has led to an increase in TPU adoption across startups and research institutions that need high performance without heavy infrastructure investments. Collaborations between AI hardware companies and tech giants are further pushingTensor Processing Unit (TPU) adoption by making it more accessible. For instance, partnerships between cloud providers and AI developers have simplified the deployment of TPU-powered AI applications. These advancements will continue to support the widespread use of TPUs, positioning them as a key player in the future of AI hardware.

Global Tensor Processing Unit Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2018 to 2030. For this study, Grand View Research has segmented the global tensor processing unit market report based onapplication, deployment mode, end-use, and region:

  • Application Outlook (Revenue, USD Million, 2018 - 2030)
  • Artificial Intelligence and Machine Learning
  • High-Performance Computing
  • Data Analytics
  • Autonomous Systems
  • Deployment Mode Outlook (Revenue, USD Million, 2018 - 2030)
  • Cloud-based
  • On-premises
  • End-use Outlook (Revenue, USD Million, 2018 - 2030)
  • IT & Telecom
  • Healthcare
  • Automotive
  • Finance and Banking
  • Retail and E-commerce
  • Others
  • Regional Outlook (Revenue, USD Million, 2018 - 2030)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
  • Latin America
    • Brazil
  • Middle East and Africa (MEA)
    • KSA
    • UAE
    • South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definition
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Tensor Processing Unit market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. Tensor Processing Unit market Analysis Tools
    • 3.3.1. Porter's Analysis
    • 3.3.2. PESTEL Analysis

Chapter 4. Tensor Processing Unit market: Application Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Tensor Processing Unit market: Application Movement Analysis, USD Million, 2023 & 2030
  • 4.3. Artificial Intelligence and Machine Learning
    • 4.3.1. Artificial Intelligence and Machine Learning Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.4. High-Performance Computing
    • 4.4.1. High-Performance Computing Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.5. Data Analytics
    • 4.5.1. Data Analytics Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.6. Autonomous Systems
    • 4.6.1. Autonomous Systems Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. Tensor Processing Unit market: Deployment Mode Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Tensor Processing Unit market: Deployment Mode Movement Analysis, USD Million, 2023 & 2030
  • 5.3. Cloud-Based
    • 5.3.1. Cloud-Based Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.4. On-Premises
    • 5.4.1. On-Premises Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Tensor Processing Unit market: End Use Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Tensor Processing Unit market: End Use Movement Analysis, USD Million, 2023 & 2030
  • 6.3. IT & Telecom
    • 6.3.1. IT & Telecom Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.4. Healthcare
    • 6.4.1. Healthcare Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.5. Automotive
    • 6.5.1. Automotive Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.6. Finance and Banking
    • 6.6.1. Finance and Banking Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.7. Retail and E-commerce
    • 6.7.1. Retail and E-commerce Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.8. Others
    • 6.8.1. Others Tensor Processing Unit market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Tensor Processing Unit market: Regional Estimates & Trend Analysis

  • 7.1. Tensor Processing Unit market Share, By Region, 2023 & 2030, USD Million
  • 7.2. North America
    • 7.2.1. North America Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.2. U.S.
      • 7.2.2.1. U.S. Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.3. Canada
      • 7.2.3.1. Canada Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.4. Mexico
      • 7.2.4.1. Mexico Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.2. UK
      • 7.3.2.1. UK Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.3. Germany
      • 7.3.3.1. Germany Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.4. France
      • 7.3.4.1. France Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.2. China
      • 7.4.2.1. China Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.3. Japan
      • 7.4.3.1. Japan Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.4. India
      • 7.4.4.1. India Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.5. South Korea
      • 7.4.5.1. South Korea Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.6. Australia
      • 7.4.6.1. Australia Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.2. Brazil
      • 7.5.2.1. Brazil Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.2. KSA
      • 7.6.2.1. KSA Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.3. UAE
      • 7.6.3.1. UAE Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.4. South Africa
      • 7.6.4.1. South Africa Tensor Processing Unit market Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Company Categorization
  • 8.2. Company Market Positioning
  • 8.3. Participant's Overview
  • 8.4. Financial Performance
  • 8.5. Application Benchmarking
  • 8.6. Company Heat Map Analysis
  • 8.7. Strategy Mapping
  • 8.8. Company Profiles/Listing
    • 8.8.1. Amazon Web Services, Inc.
      • 8.8.1.1. Participant's Overview
      • 8.8.1.2. Financial Performance
      • 8.8.1.3. Product Benchmarking
      • 8.8.1.4. Recent Developments
    • 8.8.2. Google Inc.
      • 8.8.2.1. Participant's Overview
      • 8.8.2.2. Financial Performance
      • 8.8.2.3. Product Benchmarking
      • 8.8.2.4. Recent Developments
    • 8.8.3. Graphcore
      • 8.8.3.1. Participant's Overview
      • 8.8.3.2. Financial Performance
      • 8.8.3.3. Product Benchmarking
      • 8.8.3.4. Recent Developments
    • 8.8.4. IBM Corporation
      • 8.8.4.1. Participant's Overview
      • 8.8.4.2. Financial Performance
      • 8.8.4.3. Product Benchmarking
      • 8.8.4.4. Recent Developments
    • 8.8.5. Intel Corporation
      • 8.8.5.1. Participant's Overview
      • 8.8.5.2. Financial Performance
      • 8.8.5.3. Product Benchmarking
      • 8.8.5.4. Recent Developments
    • 8.8.6. Micron Technology
      • 8.8.6.1. Participant's Overview
      • 8.8.6.2. Financial Performance
      • 8.8.6.3. Product Benchmarking
      • 8.8.6.4. Recent Developments
    • 8.8.7. Microsoft Corporation
      • 8.8.7.1. Participant's Overview
      • 8.8.7.2. Financial Performance
      • 8.8.7.3. Product Benchmarking
      • 8.8.7.4. Recent Developments
    • 8.8.8. NVIDIA Corporation
      • 8.8.8.1. Participant's Overview
      • 8.8.8.2. Financial Performance
      • 8.8.8.3. Product Benchmarking
      • 8.8.8.4. Recent Developments
    • 8.8.9. Qualcomm Technologies
      • 8.8.9.1. Participant's Overview
      • 8.8.9.2. Financial Performance
      • 8.8.9.3. Product Benchmarking
      • 8.8.9.4. Recent Developments
    • 8.8.10. Xilinx Inc.
      • 8.8.10.1. Participant's Overview
      • 8.8.10.2. Financial Performance
      • 8.8.10.3. Product Benchmarking
      • 8.8.10.4. Recent Developments

List of Tables

  • Table 1 Global Tensor Processing Unit Market by Application, 2018 - 2030 (USD Million)
  • Table 2 Global Tensor Processing Unit Market by Deployment Mode, 2018 - 2030 (USD Million)
  • Table 3 Global Tensor Processing Unit Market by End Use, 2018 - 2030 (USD Million)
  • Table 4 Global Tensor Processing Unit Market by region, 2018 - 2030 (USD Million)
  • Table 5 North America Tensor Processing Unit Market by country, 2018 - 2030 (USD Million)
  • Table 6 Europe Tensor Processing Unit Market by country, 2018 - 2030 (USD Million)
  • Table 7 Asia Pacific Tensor Processing Unit Market by country, 2018 - 2030 (USD Million)
  • Table 8 Latin America Tensor Processing Unit Market by country, 2018 - 2030 (USD Million)
  • Table 9 MEA Tensor Processing Unit Market by country, 2018 - 2030 (USD Million)
  • Table 10 Key companies launching new products/services
  • Table 11 Key companies engaged in mergers & acquisition
  • Table 12 Key companies engaged in Research & development
  • Table 13 Key Companies engaged in expansion

List of Figures

  • Fig. 1 Tensor Processing Unit Market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Market formulation & validation
  • Fig. 7 Tensor Processing Unit Market snapshot
  • Fig. 8 Tensor Processing Unit Market segment snapshot
  • Fig. 9 Tensor Processing Unit Market competitive landscape snapshot
  • Fig. 10 Market driver impact analysis
  • Fig. 11 Market restraint impact analysis
  • Fig. 12 Tensor Processing Unit Market: Application outlook key takeaways (USD Million)
  • Fig. 13 Tensor Processing Unit Market: Application movement analysis 2024 & 2030 (USD Million)
  • Fig. 14 Artificial Intelligence and Machine Learning market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 15 High-Performance Computing market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 16 Data Analytics market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 17 Autonomous Systems market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 18 Tensor Processing Unit Market: Deployment Mode outlook key takeaways (USD Million)
  • Fig. 19 Tensor Processing Unit Market: Deployment Mode movement analysis 2024 & 2030 (USD Million)
  • Fig. 20 Cloud-Based market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 21 On-Premises market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 22 Tensor Processing Unit Market: End Use outlook key takeaways (USD Million)
  • Fig. 23 Tensor Processing Unit Market: End Use movement analysis 2024 & 2030 (USD Million)
  • Fig. 24 IT & Telecom market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 Healthcare market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Automotive market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 27 Finance and Banking market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 28 Retail and E-commerce market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Regional marketplace: Key takeaways
  • Fig. 31 Tensor Processing Unit Market: Regional outlook, 2024 & 2030, USD Million
  • Fig. 32 North America Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 U.S. Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 Canada Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 Mexico Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 36 Europe Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 UK Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 Germany Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 France Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 Asia Pacific Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 China Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 Japan Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 India Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 South Korea Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 Australia Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 Latin America Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 Brazil Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 MEA Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 KSA Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 UAE Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 South Africa Tensor Processing Unit Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 Company Categorization
  • Fig. 53 Company Market Positioning
  • Fig. 54 Strategy framework