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市场调查报告书
商品编码
1915644
全球分散式人工智慧运算市场，2025-2029年Global Distributed AI Computing Market 2025-2029 |
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全球分散式人工智慧运算市场预计在 2024 年至 2029 年间成长 87.337 亿美元，预测期内复合年增长率为 21.5%。
本报告对全球分散式人工智慧运算市场进行了全面分析，包括市场规模和预测、趋势、成长要素和挑战，以及对约 25 家供应商的分析。
本报告对当前市场格局、最新趋势和驱动因素以及整体市场环境进行了最新分析。市场成长的驱动因素包括：生成式人工智慧的普及和对大型语言模型（LLM）的需求带来了前所未有的运算规模；物联网的扩展和对即时边缘智慧的需求；以及5G和先进网路的融合增强了连接性。
本研究采用客观的方法，结合一手和二手讯息，包括来自主要行业相关人员的意见。报告包含全面的市场规模数据、区域細項分析、供应商格局以及对主要企业的分析。报告提供历史数据和预测数据。
| 市场覆盖范围 | |
|---|---|
| 基准年 | 2025 |
| 目标期 | 2029 |
| 预测期 | 2025-2029 |
| 成长势头 | 加速度 |
| 同比 | 20.6% |
| 复合年增长率 | 21.5% |
| 增量 | 87.337亿美元 |
该研究指出，混合人工智慧和边缘到云端连续体的策略转变是未来几年推动全球分散式人工智慧运算市场成长的关键因素之一。 TinyML 和装置端生成式人工智慧的广泛应用，以及联邦学习和隐私保护型人工智慧的兴起，预计将为市场带来巨大的需求。
目录
第一章执行摘要
第二章 Technavio 分析
- 价格、生命週期、顾客购买篮、采用率和购买标准分析
- 投入与差异化因素的重要性
- 混淆来源
- 驱动因素和挑战的影响
第三章 市场情势
- 市场生态系统
- 市场特征
- 价值链分析
第四章 市场规模
- 市场定义
- 市场区隔分析
- 2024年市场规模
- 2024-2029年市场展望
第五章五力分析
- 五力分析概述
- 买方的议价能力
- 供应商的议价能力
- 新进入者的威胁
- 替代品的威胁
- 竞争威胁
- 市场状况
第六章 按类型分類的市场区隔
- 比较：按类型
- 云端运算
- 混合计算
- 边缘运算
- 按类型分類的市场机会
7. 按软体分類的市场区隔
- 比较：透过软体
- TensorFlow
- PyTorch
- ONNX
- 软体市场机会
第八章 按应用进行市场细分
- 比较：透过应用
- 预测分析
- 自然语言处理
- 自主系统
- 按应用分類的市场机会
第九章 客户状况
第十章 区域情势
- 区域细分
- 区域比较
- 北美洲
- 美国
- 加拿大
- 墨西哥
- 亚太地区
- 中国
- 印度
- 日本
- 澳洲
- 韩国
- 印尼
- 欧洲
- 德国
- 英国
- 法国
- 义大利
- 西班牙
- 荷兰
- 南美洲
- 巴西
- 阿根廷
- 哥伦比亚
- 中东和非洲
- 沙乌地阿拉伯
- 阿拉伯聯合大公国
- 南非
- 以色列
- 土耳其
- 各区域的市场机会
第十一章：驱动因素、挑战与机会
- 市场驱动因素
- 市场挑战
- 驱动因素和挑战的影响
- 市场机会
第十二章 竞争格局
- 概述
- 竞争格局
- 令人困惑的局面
- 产业风险
第十三章 竞争分析
- 公司简介
- 企业排名指数
- 公司市场定位
- Advanced Micro Devices Inc.
- Alibaba Cloud
- Amazon.com Inc.
- Fujitsu Ltd.
- Google LLC
- Hewlett Packard
- Huawei Technologies Co. Ltd.
- Intel Corp.
- IBM Corp.
- Microsoft Corp.
- NEC Corp.
- NVIDIA Corp.
- Oracle Corp.
- SAP SE
- Tencent Holdings Ltd.
第十四章附录
The global distributed AI computing market is forecasted to grow by USD 8733.7 mn during 2024-2029, accelerating at a CAGR of 21.5% during the forecast period. The report on the global distributed AI computing market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.
The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by proliferation of generative AI and large language models (llm) demands unprecedented computational scale, expansion of IoT and imperative for real-time edge intelligence, convergence of 5G and advanced networking for enhanced connectivity.
The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.
| Market Scope | |
|---|---|
| Base Year | 2025 |
| End Year | 2029 |
| Series Year | 2025-2029 |
| Growth Momentum | Accelerate |
| YOY 2025 | 20.6% |
| CAGR | 21.5% |
| Incremental Value | $8733.7 mn |
Technavio's global distributed AI computing market is segmented as below:
By Type
- Cloud computing
- Hybrid computing
- Edge computing
By Software
- TensorFlow
- PyTorch
- ONNX
By Application
- Predictive analytics
- Natural language processing
- Autonomous systems
Geography
- North America
- US
- Canada
- Mexico
- APAC
- China
- India
- Japan
- Australia
- South Korea
- Indonesia
- Europe
- Germany
- UK
- France
- Italy
- Spain
- The Netherlands
- South America
- Brazil
- Argentina
- Colombia
- Middle East and Africa
- UAE
- South Africa
- Turkey
- Rest of World (ROW)
This study identifies the strategic shift towards hybrid AI and edge-to-cloud continuum as one of the prime reasons driving the global distributed AI computing market growth during the next few years. Also, proliferation of tinyml and on-device generative AI and ascendancy of federated learning and privacy-preserving ai will lead to sizable demand in the market.
The report on the global distributed AI computing market covers the following areas:
- Global distributed AI computing market sizing
- Global distributed AI computing market forecast
- Global distributed AI computing market industry analysis
The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading global distributed AI computing market vendors that include Advanced Micro Devices Inc., Alibaba Cloud, Amazon.com Inc., Baidu Inc., Fujitsu Ltd., Google LLC, Graphcore Ltd., Hewlett Packard, Huawei Technologies Co. Ltd., Infosys Ltd., Intel Corp., IBM Corp., Meta Platforms Inc., Microsoft Corp., NEC Corp., NVIDIA Corp., Oracle Corp., Samsung Electronics Co. Ltd., SAP SE, Siemens AG, Tencent Holdings Ltd.. Also, the global distributed AI computing market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.
The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.
Table of Contents
1 Executive Summary
- 1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by Geography
- Executive Summary - Chart on Market Segmentation by Type
- Executive Summary - Chart on Market Segmentation by Software
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning
2 Technavio Analysis
- 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 2.2 Criticality of inputs and Factors of differentiation
- 2.3 Factors of disruption
- 2.4 Impact of drivers and challenges
3 Market Landscape
- 3.1 Market ecosystem
- 3.2 Market characteristics
- 3.3 Value chain analysis
4 Market Sizing
- 4.1 Market definition
- 4.2 Market segment analysis
- Market segments
- 4.3 Market size 2024
- 4.4 Market outlook: Forecast for 2024-2029
5 Five Forces Analysis
- 5.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
- 5.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
- 5.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
- 5.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
- 5.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
- 5.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
- 5.7 Market condition
6 Market Segmentation by Type
- 6.1 Market segments
- 6.2 Comparison by Type
- 6.3 Cloud computing - Market size and forecast 2024-2029
- 6.4 Hybrid computing - Market size and forecast 2024-2029
- 6.5 Edge computing - Market size and forecast 2024-2029
- 6.6 Market opportunity by Type
- Market opportunity by Type ($ million)
7 Market Segmentation by Software
- 7.1 Market segments
- 7.2 Comparison by Software
- 7.3 TensorFlow - Market size and forecast 2024-2029
- 7.4 PyTorch - Market size and forecast 2024-2029
- 7.5 ONNX - Market size and forecast 2024-2029
- 7.6 Market opportunity by Software
- Market opportunity by Software ($ million)
8 Market Segmentation by Application
- 8.1 Market segments
- 8.2 Comparison by Application
- 8.3 Predictive analytics - Market size and forecast 2024-2029
- 8.4 Natural language processing - Market size and forecast 2024-2029
- 8.5 Autonomous systems - Market size and forecast 2024-2029
- 8.6 Market opportunity by Application
- Market opportunity by Application ($ million)
9 Customer Landscape
- 9.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
10 Geographic Landscape
- 10.1 Geographic segmentation
- 10.2 Geographic comparison
- 10.3 North America - Market size and forecast 2024-2029
- 10.3.1 US - Market size and forecast 2024-2029
- 10.3.2 Canada - Market size and forecast 2024-2029
- 10.3.3 Mexico - Market size and forecast 2024-2029
- 10.4 APAC - Market size and forecast 2024-2029
- 10.4.1 China - Market size and forecast 2024-2029
- 10.4.2 India - Market size and forecast 2024-2029
- 10.4.3 Japan - Market size and forecast 2024-2029
- 10.4.4 Australia - Market size and forecast 2024-2029
- 10.4.5 South Korea - Market size and forecast 2024-2029
- 10.4.6 Indonesia - Market size and forecast 2024-2029
- 10.5 Europe - Market size and forecast 2024-2029
- 10.5.1 Germany - Market size and forecast 2024-2029
- 10.5.2 UK - Market size and forecast 2024-2029
- 10.5.3 France - Market size and forecast 2024-2029
- 10.5.4 Italy - Market size and forecast 2024-2029
- 10.5.5 Spain - Market size and forecast 2024-2029
- 10.5.6 The Netherlands - Market size and forecast 2024-2029
- 10.6 South America - Market size and forecast 2024-2029
- 10.6.1 Brazil - Market size and forecast 2024-2029
- 10.6.2 Argentina - Market size and forecast 2024-2029
- 10.6.3 Colombia - Market size and forecast 2024-2029
- 10.7 Middle East and Africa - Market size and forecast 2024-2029
- 10.7.1 Saudi Arabia - Market size and forecast 2024-2029
- 10.7.2 UAE - Market size and forecast 2024-2029
- 10.7.3 South Africa - Market size and forecast 2024-2029
- 10.7.4 Israel - Market size and forecast 2024-2029
- 10.7.5 Turkey - Market size and forecast 2024-2029
- 10.8 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)
11 Drivers, Challenges, and Opportunity
- 11.1 Market drivers
- Proliferation of generative AI and Large Language Models (LLM) demands unprecedented computational scale
- Expansion of IoT and imperative for real-time edge intelligence
- Convergence of 5G and advanced networking for enhanced connectivity
- 11.2 Market challenges
- Heightened data security and privacy risks in decentralized architectures
- Overwhelming complexity of system integration and management
- Acute shortage of skilled talent
- 11.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
- 11.4 Market opportunities
- Strategic shift towards hybrid AI and edge-to-cloud continuum
- Proliferation of TinyML and on-device generative AI
- Ascendancy of federated Learning and Privacy-Preserving AI
12 Competitive Landscape
- 12.1 Overview
- 12.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- 12.3 Landscape disruption
- Overview on factors of disruption
- 12.4 Industry risks
- Impact of key risks on business
13 Competitive Analysis
- 13.1 Companies profiled
- Companies covered
- 13.2 Company ranking index
- Company ranking index
- 13.3 Market positioning of companies
- Matrix on companies position and classification
- 13.4 Advanced Micro Devices Inc.
- Advanced Micro Devices Inc. - Overview
- Advanced Micro Devices Inc. - Business segments
- Advanced Micro Devices Inc. - Key news
- Advanced Micro Devices Inc. - Key offerings
- Advanced Micro Devices Inc. - Segment focus
- SWOT
- 13.5 Alibaba Cloud
- Alibaba Cloud - Overview
- Alibaba Cloud - Product / Service
- Alibaba Cloud - Key offerings
- SWOT
- 13.6 Amazon.com Inc.
- Amazon.com Inc. - Overview
- Amazon.com Inc. - Business segments
- Amazon.com Inc. - Key news
- Amazon.com Inc. - Key offerings
- Amazon.com Inc. - Segment focus
- SWOT
- 13.7 Fujitsu Ltd.
- Fujitsu Ltd. - Overview
- Fujitsu Ltd. - Business segments
- Fujitsu Ltd. - Key news
- Fujitsu Ltd. - Key offerings
- Fujitsu Ltd. - Segment focus
- SWOT
- 13.8 Google LLC
- Google LLC - Overview
- Google LLC - Product / Service
- Google LLC - Key offerings
- SWOT
- 13.9 Hewlett Packard
- Hewlett Packard - Overview
- Hewlett Packard - Business segments
- Hewlett Packard - Key news
- Hewlett Packard - Key offerings
- Hewlett Packard - Segment focus
- SWOT
- 13.10 Huawei Technologies Co. Ltd.
- Huawei Technologies Co. Ltd. - Overview
- Huawei Technologies Co. Ltd. - Product / Service
- Huawei Technologies Co. Ltd. - Key news
- Huawei Technologies Co. Ltd. - Key offerings
- SWOT
- 13.11 Intel Corp.
- Intel Corp. - Overview
- Intel Corp. - Business segments
- Intel Corp. - Key news
- Intel Corp. - Key offerings
- Intel Corp. - Segment focus
- SWOT
- 13.12 IBM Corp.
- IBM Corp. - Overview
- IBM Corp. - Business segments
- IBM Corp. - Key news
- IBM Corp. - Key offerings
- IBM Corp. - Segment focus
- SWOT
- 13.13 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
- 13.14 NEC Corp.
- NEC Corp. - Overview
- NEC Corp. - Business segments
- NEC Corp. - Key news
- NEC Corp. - Key offerings
- NEC Corp. - Segment focus
- SWOT
- 13.15 NVIDIA Corp.
- NVIDIA Corp. - Overview
- NVIDIA Corp. - Business segments
- NVIDIA Corp. - Key news
- NVIDIA Corp. - Key offerings
- NVIDIA Corp. - Segment focus
- SWOT
- 13.16 Oracle Corp.
- Oracle Corp. - Overview
- Oracle Corp. - Business segments
- Oracle Corp. - Key news
- Oracle Corp. - Key offerings
- Oracle Corp. - Segment focus
- SWOT
- 13.17 SAP SE
- SAP SE - Overview
- SAP SE - Business segments
- SAP SE - Key news
- SAP SE - Key offerings
- SAP SE - Segment focus
- SWOT
- 13.18 Tencent Holdings Ltd.
- Tencent Holdings Ltd. - Overview
- Tencent Holdings Ltd. - Business segments
- Tencent Holdings Ltd. - Key news
- Tencent Holdings Ltd. - Key offerings
- Tencent Holdings Ltd. - Segment focus
- SWOT
14 Appendix
- 14.1 Scope of the report
- Market definition
- Objectives
- Notes and caveats
- 14.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 14.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 14.4 Research methodology
- Research methodology
- 14.5 Data procurement
- Information sources
- 14.6 Data validation
- Data validation
- 14.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 14.8 Data synthesis
- Data synthesis
- 14.9 360 degree market analysis
- 360 degree market analysis
- 14.10 List of abbreviations
- List of abbreviations
