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한글목차
세계의 분산형 AI 컴퓨팅 시장은 2024년부터 2029년까지 87억 3,370만 달러 증가하고, 예측 기간 동안 CAGR은 21.5%로 예측됩니다.
세계의 분산형 AI 컴퓨팅 시장에 대해 조사 분석했으며, 시장 규모와 예측, 동향, 성장요인, 과제, 약 25개 벤더 분석 등의 정보를 전해드립니다.
본 보고서는 현재 시장 상황, 최신 동향 및 촉진요인, 시장 환경 전반에 대한 최신 분석을 제공합니다. 시장은 생성형 AI의 보급과 대규모 언어 모델(LLM) 수요로 인한 전례 없는 계산 규모의 확대, IoT의 확대와 실시간 엣지 인텔리전스의 필요성, 연결성 강화를 위한 5G와 첨단 네트워크의 융합에 의해 주도되고 있습니다.
본 조사는 업계 주요 관계자들의 정보를 포함한 1차 정보와 2차 정보를 객관적으로 조합하여 실시되었습니다. 이 보고서에는 주요 기업 분석과 함께 종합적인 시장 규모 데이터, 지역별 분석과 함께 부문 및 공급업체 현황이 포함되어 있습니다. 보고서에는 과거 데이터와 예측 데이터가 포함되어 있습니다.
시장 범위
기준 연도
2025년
대상 기간
2029년
예측 기간
2025-2029년
성장 모멘텀
가속
전년비
20.6%
CAGR
21.5%
증가액
87억 3,370만 달러
이 보고서는 향후 몇 년 동안 세계 분산형 AI 컴퓨팅 시장의 성장을 주도할 주요 요인 중 하나로 하이브리드 AI와 엣지-클라우드 연속체로의 전략적 전환을 꼽았습니다. 또한, tinyml과 디바이스 상에서 생성되는 AI의 보급, 연합학습과 프라이버시 보호형 AI의 부상으로 시장에서 상당한 수요가 발생할 것으로 예상됩니다.
목차
제1장 주요 요약
제2장 Technavio 분석
가격·수명주기·고객 구입 바스켓·채용률·구입 기준 분석
인풋의 중요성과 차별화 요인
혼란 요인
성장 촉진요인과 과제의 영향
제3장 시장 구도
시장 생태계
시장 특징
밸류체인 분석
제4장 시장 규모
시장 정의
시장 부문 분석
시장 규모 2024
시장 전망 2024-2029
제5장 Five Forces 분석
Five Forces 요약
구매자의 교섭력
공급 기업의 교섭력
신규 참여업체의 위협
대체품의 위협
경쟁의 위협
시장 상황
제6장 시장 세분화 : 유형별
비교 : 유형별
클라우드 컴퓨팅
하이브리드 컴퓨팅
엣지 컴퓨팅
시장 기회 : 유형별
제7장 시장 세분화 : 소프트웨어별
비교 : 소프트웨어별
TensorFlow
PyTorch
ONNX
시장 기회 : 소프트웨어별
제8장 시장 세분화 : 용도별
비교 : 용도별
예측 분석
자연어 처리
자율 시스템
시장 기회 : 용도별
제9장 고객 상황
제10장 지역별 상황
지역별 세분화
지역별 비교
북미
미국
캐나다
멕시코
아시아태평양
중국
인도
일본
호주
한국
인도네시아
유럽
독일
영국
프랑스
이탈리아
스페인
네덜란드
남미
브라질
아르헨티나
콜롬비아
중동 및 아프리카
사우디아라비아
아랍에미리트
남아프리카공화국
이스라엘
튀르키예
시장 기회 : 지역별
제11장 촉진요인과 과제·기회
시장 성장 촉진요인
시장 과제
성장 촉진요인과 과제의 영향
시장 기회
제12장 경쟁 구도
개요
경쟁 구도
혼란 상황
업계 리스크
제13장 경쟁 분석
기업 개요
기업 순위 지표
기업의 시장 포지셔닝
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.
제14장 부록
KSM
영문 목차
영문목차
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