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2026-2030年全球AI GPU編配平台市場
市場調查報告書
商品編碼
2005671

2026-2030年全球AI GPU編配平台市場

Global AI Gpu Orchestration Platforms Market 2026-2030
出版日期: | 出版商: TechNavio | 英文 317 Pages | 訂單完成後即時交付

價格
簡介目錄

全球 AI GPU編配平台市場預計將從 2025 年到 2030 年成長至 65.898 億美元，預測期內複合年成長率為 25.9%。

本報告對全球 AI GPU編配平台市場進行了全面分析，包括市場規模和預測、趨勢、成長要素、挑戰以及涵蓋約 25 家供應商的供應商分析。

本報告對當前市場狀況、最新市場趨勢和促進因素以及整體市場環境進行了最新分析。推動此市場發展的因素包括：對大規模語言模型訓練和推理能力的需求不斷成長；雲端運算資源的最佳化和成本降低策略；以及在多重雲端環境中簡化部署和管理的需求。

本研究客觀地結合了一手和二手訊息，包括主要行業相關人員的意見。報告內容涵蓋主要企業分析、全面的市場規模數據、區域細分分析以及供應商格局。報告還包含歷史數據和預測數據。

市場範圍
基準年 2026
年末 2030
調查期 2026-2030
成長勢頭 加速度
與 2026 年相比 24％
複合年成長率 25.9%
增量 65.898億美元

本研究指出，邊緣運算與GPU編配的融合，對於實現即時AI處理而言，是未來幾年全球AI GPU編配平台市場成長的關鍵促進因素之一。此外，向永續、節能的GPU分配框架的轉變，以及先進安全和保密計算通訊協定的採用，預計也將產生顯著的市場需求。

目錄

第1章執行摘要

第2章 Technavio 分析

  • 分析定價、生命週期、顧客購買籃子、採用率和購買標準。
  • 輸入的重要性及差異化因素
  • 混淆因素
  • 促進因素和挑戰的影響

第3章 市場狀況

  • 市場生態系統
  • 市場特徵
  • 價值鏈分析

第4章 市場規模

  • 市場的定義
  • 市場區隔分析
  • 2025年市場規模
  • 2025-2030年市場展望

第5章 市場規模與表現

  • 2020-2024年全球AI GPU編配平台市場
  • 2020-2024年部署細分市場分析
  • 2020-2024年最終用戶細分市場分析
  • 2020-2024年按應用領域分類的細分市場分析
  • 2020-2024年區域市場分析
  • 2020-2024年各國細分市場分析

第6章 定性分析

  • 地緣政治衝突正在影響全球人工智慧GPU編配平台市場。

第7章：五力分析

  • 五力模型概述
  • 買方的議價能力
  • 供應商的議價能力
  • 新進入者的威脅
  • 替代品的威脅
  • 競爭威脅
  • 市場狀況

第8章 市場區隔：依部署方式

  • 比較：依部署方式
  • 雲
  • 現場
  • 混合
  • 市場機會：依發展階段分類

第9章 市場區隔：依最終用戶分類

  • 比較：按最終用戶
  • 科技公司
  • BFSI
  • 衛生保健
  • 製造業
  • 研究和學術機構
  • 市場機會：依最終用戶分類

第10章 市場區隔：依應用領域

  • 比較：按應用
  • 工作負載編配
  • GPU調度和分配
  • 叢集管理
  • 多租戶和管治
  • 成本最佳化
  • 市場機會：依應用領域分類

第11章 客戶情況

第12章 區域情勢

  • 區域細分
  • 區域比較
  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 英國
    • 德國
    • 法國
    • 義大利
    • 荷蘭
    • 西班牙
  • 亞太地區
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
    • 印尼
  • 南美洲
    • 巴西
    • 阿根廷
    • 哥倫比亞
  • 中東和非洲
    • 沙烏地阿拉伯
    • 以色列
    • 阿拉伯聯合大公國
    • 南非
    • 土耳其
  • 市場機會：按地區分類

第13章 促進因素、挑戰與機遇

  • 市場促進因素
  • 市場挑戰
  • 促進因素和挑戰的影響
  • 市場機遇

第14章 競爭格局

  • 概述
  • 競爭格局
  • 混亂局面
  • 產業風險

第15章 競爭分析

  • 公司簡介
  • 公司排名指標
  • 企業市場定位
  • Amazon.com Inc.
  • Broadcom Inc.
  • ClearML Inc
  • Databricks Inc.
  • DigitalOcean Holdings Inc.
  • Domino Data Lab Inc.
  • Google LLC
  • Hewlett Packard Enterprise Co.
  • IBM Corp.
  • Intel Corp.
  • Lambda Labs, Inc.
  • Lightning AI
  • Microsoft Corp.
  • NVIDIA Corp.
  • Together AI

第16章附錄

簡介目錄
Product Code: IRTNTR81372

The global AI gpu orchestration platforms market is forecasted to grow by USD 6589.8 mn during 2025-2030, accelerating at a CAGR of 25.9% during the forecast period. The report on the global AI gpu orchestration platforms 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 escalating demand for large language model training and inference capabilities, optimization of cloud compute resources and cost reduction strategies, need for simplified deployment and management in multi-cloud environments.

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 Year2026
End Year2030
Series Year2026-2030
Growth MomentumAccelerate
YOY 202624%
CAGR25.9%
Incremental Value$6589.8 mn

Technavio's global AI gpu orchestration platforms market is segmented as below:

By Deployment

  • Cloud
  • On-premises
  • Hybrid

By End-User

  • Tech companies
  • BFSI
  • Healthcare
  • Manufacturing
  • Research and academia

By Application

  • Workload orchestration
  • GPU scheduling and allocation
  • Cluster management
  • Multi-tenancy and governance
  • Cost optimization

Geography

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
    • Italy
    • The Netherlands
    • Spain
  • APAC
    • China
    • Japan
    • India
    • South Korea
    • Australia
    • Indonesia
  • South America
    • Brazil
    • Argentina
    • Colombia
  • Middle East and Africa
    • UAE
    • South Africa
    • Turkey
  • Rest of World (ROW)

This study identifies the integration of edge computing with gpu orchestration for real-time AI processing as one of the prime reasons driving the global AI gpu orchestration platforms market growth during the next few years. Also, shift toward sustainable and energy-efficient gpu allocation frameworks and implementation of advanced security and confidential computing protocols will lead to sizable demand in the market.

The report on the global AI gpu orchestration platforms market covers the following areas:

  • Global AI gpu orchestration platforms market sizing
  • Global AI gpu orchestration platforms market forecast
  • Global AI gpu orchestration platforms 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 AI gpu orchestration platforms market vendors that include Amazon.com Inc., Anyscale Inc, Broadcom Inc., ClearML Inc, Databricks Inc., DigitalOcean Holdings Inc., Domino Data Lab Inc., Google LLC, Hewlett Packard Enterprise Co., IBM Corp., Intel Corp., Lambda Labs, Inc., Lightning AI, Microsoft Corp., NVIDIA Corp., Together AI, VULTR. Also, the global AI gpu orchestration platforms 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 Deployment
    • Executive Summary - Chart on Market Segmentation by End-user
    • 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 2025
  • 4.4 Market outlook: Forecast for 2025-2030

5 Historic Market Size

  • 5.1 Global AI GPU Orchestration Platforms Market 2020 - 2024
    • Historic Market Size - Data Table on Global AI GPU Orchestration Platforms Market 2020 - 2024 ($ million)
  • 5.2 Deployment segment analysis 2020 - 2024
    • Historic Market Size - Deployment Segment 2020 - 2024 ($ million)
  • 5.3 End-user segment analysis 2020 - 2024
    • Historic Market Size - End-user Segment 2020 - 2024 ($ million)
  • 5.4 Application segment analysis 2020 - 2024
    • Historic Market Size - Application Segment 2020 - 2024 ($ million)
  • 5.5 Geography segment analysis 2020 - 2024
    • Historic Market Size - Geography Segment 2020 - 2024 ($ million)
  • 5.6 Country segment analysis 2020 - 2024
    • Historic Market Size - Country Segment 2020 - 2024 ($ million)

6 Qualitative Analysis

  • 6.1 Impact of Geopolitical Conflicts on Global AI GPU Orchestration Platforms Market

7 Five Forces Analysis

  • 7.1 Five forces summary
    • Five forces analysis - Comparison between 2025 and 2030
  • 7.2 Bargaining power of buyers
    • Bargaining power of buyers - Impact of key factors 2025 and 2030
  • 7.3 Bargaining power of suppliers
    • Bargaining power of suppliers - Impact of key factors in 2025 and 2030
  • 7.4 Threat of new entrants
    • Threat of new entrants - Impact of key factors in 2025 and 2030
  • 7.5 Threat of substitutes
    • Threat of substitutes - Impact of key factors in 2025 and 2030
  • 7.6 Threat of rivalry
    • Threat of rivalry - Impact of key factors in 2025 and 2030
  • 7.7 Market condition

8 Market Segmentation by Deployment

  • 8.1 Market segments
  • 8.2 Comparison by Deployment
  • 8.3 Cloud - Market size and forecast 2025-2030
  • 8.4 On-premises - Market size and forecast 2025-2030
  • 8.5 Hybrid - Market size and forecast 2025-2030
  • 8.6 Market opportunity by Deployment
    • Market opportunity by Deployment ($ million)

9 Market Segmentation by End-user

  • 9.1 Market segments
  • 9.2 Comparison by End-user
  • 9.3 Tech companies - Market size and forecast 2025-2030
  • 9.4 BFSI - Market size and forecast 2025-2030
  • 9.5 Healthcare - Market size and forecast 2025-2030
  • 9.6 Manufacturing - Market size and forecast 2025-2030
  • 9.7 Research and academia - Market size and forecast 2025-2030
  • 9.8 Market opportunity by End-user
    • Market opportunity by End-user ($ million)

10 Market Segmentation by Application

  • 10.1 Market segments
  • 10.2 Comparison by Application
  • 10.3 Workload orchestration - Market size and forecast 2025-2030
  • 10.4 GPU scheduling and allocation - Market size and forecast 2025-2030
  • 10.5 Cluster management - Market size and forecast 2025-2030
  • 10.6 Multi-tenancy and governance - Market size and forecast 2025-2030
  • 10.7 Cost optimization - Market size and forecast 2025-2030
  • 10.8 Market opportunity by Application
    • Market opportunity by Application ($ million)

11 Customer Landscape

  • 11.1 Customer landscape overview
    • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

12 Geographic Landscape

  • 12.1 Geographic segmentation
  • 12.2 Geographic comparison
  • 12.3 North America - Market size and forecast 2025-2030
    • 12.3.1 US - Market size and forecast 2025-2030
    • 12.3.2 Canada - Market size and forecast 2025-2030
    • 12.3.3 Mexico - Market size and forecast 2025-2030
  • 12.4 Europe - Market size and forecast 2025-2030
    • 12.4.1 UK - Market size and forecast 2025-2030
    • 12.4.2 Germany - Market size and forecast 2025-2030
    • 12.4.3 France - Market size and forecast 2025-2030
    • 12.4.4 Italy - Market size and forecast 2025-2030
    • 12.4.5 The Netherlands - Market size and forecast 2025-2030
    • 12.4.6 Spain - Market size and forecast 2025-2030
  • 12.5 APAC - Market size and forecast 2025-2030
    • 12.5.1 China - Market size and forecast 2025-2030
    • 12.5.2 Japan - Market size and forecast 2025-2030
    • 12.5.3 India - Market size and forecast 2025-2030
    • 12.5.4 South Korea - Market size and forecast 2025-2030
    • 12.5.5 Australia - Market size and forecast 2025-2030
    • 12.5.6 Indonesia - Market size and forecast 2025-2030
  • 12.6 South America - Market size and forecast 2025-2030
    • 12.6.1 Brazil - Market size and forecast 2025-2030
    • 12.6.2 Argentina - Market size and forecast 2025-2030
    • 12.6.3 Colombia - Market size and forecast 2025-2030
  • 12.7 Middle East and Africa - Market size and forecast 2025-2030
    • 12.7.1 Saudi Arabia - Market size and forecast 2025-2030
    • 12.7.2 Israel - Market size and forecast 2025-2030
    • 12.7.3 UAE - Market size and forecast 2025-2030
    • 12.7.4 South Africa - Market size and forecast 2025-2030
    • 12.7.5 Turkey - Market size and forecast 2025-2030
  • 12.8 Market opportunity by geography
    • Market opportunity by geography ($ million)
    • Data Tables on Market opportunity by geography ($ million)

13 Drivers, Challenges, and Opportunity

  • 13.1 Market drivers
    • Escalating demand for large language model training and inference capabilities
    • Optimization of cloud compute resources and cost reduction strategies
    • Need for simplified deployment and management in multi-cloud environments
  • 13.2 Market challenges
    • Interoperability issues across diverse hardware ecosystems and cloud providers
    • Severe shortages of skilled personnel and steep learning curves
    • Security vulnerabilities and data privacy compliance complexities
  • 13.3 Impact of drivers and challenges
    • Impact of drivers and challenges in 2025 and 2030
  • 13.4 Market opportunities
    • Integration of edge computing with GPU orchestration for real-time AI processing
    • Shift toward sustainable and energy-efficient GPU allocation frameworks
    • Implementation of advanced security and confidential computing protocols

14 Competitive Landscape

  • 14.1 Overview
  • 14.2 Competitive Landscape
    • Overview on criticality of inputs and factors of differentiation
  • 14.3 Landscape disruption
    • Overview on factors of disruption
  • 14.4 Industry risks
    • Impact of key risks on business

15 Competitive Analysis

  • 15.1 Companies profiled
    • Companies covered
  • 15.2 Company ranking index
    • Company ranking index
  • 15.3 Market positioning of companies
    • Matrix on companies position and classification
  • 15.4 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
  • 15.5 Broadcom Inc.
    • Broadcom Inc. - Overview
    • Broadcom Inc. - Business segments
    • Broadcom Inc. - Key offerings
    • Broadcom Inc. - Segment focus
    • SWOT
  • 15.6 ClearML Inc
    • ClearML Inc - Overview
    • ClearML Inc - Product / Service
    • ClearML Inc - Key offerings
    • SWOT
  • 15.7 Databricks Inc.
    • Databricks Inc. - Overview
    • Databricks Inc. - Product / Service
    • Databricks Inc. - Key offerings
    • SWOT
  • 15.8 DigitalOcean Holdings Inc.
    • DigitalOcean Holdings Inc. - Overview
    • DigitalOcean Holdings Inc. - Business segments
    • DigitalOcean Holdings Inc. - Key offerings
    • DigitalOcean Holdings Inc. - Segment focus
    • SWOT
  • 15.9 Domino Data Lab Inc.
    • Domino Data Lab Inc. - Overview
    • Domino Data Lab Inc. - Product / Service
    • Domino Data Lab Inc. - Key offerings
    • SWOT
  • 15.10 Google LLC
    • Google LLC - Overview
    • Google LLC - Product / Service
    • Google LLC - Key offerings
    • SWOT
  • 15.11 Hewlett Packard Enterprise Co.
    • Hewlett Packard Enterprise Co. - Overview
    • Hewlett Packard Enterprise Co. - Business segments
    • Hewlett Packard Enterprise Co. - Key news
    • Hewlett Packard Enterprise Co. - Key offerings
    • Hewlett Packard Enterprise Co. - Segment focus
    • SWOT
  • 15.12 IBM Corp.
    • IBM Corp. - Overview
    • IBM Corp. - Business segments
    • IBM Corp. - Key news
    • IBM Corp. - Key offerings
    • IBM Corp. - Segment focus
    • SWOT
  • 15.13 Intel Corp.
    • Intel Corp. - Overview
    • Intel Corp. - Business segments
    • Intel Corp. - Key news
    • Intel Corp. - Key offerings
    • Intel Corp. - Segment focus
    • SWOT
  • 15.14 Lambda Labs, Inc.
    • Lambda Labs, Inc. - Overview
    • Lambda Labs, Inc. - Product / Service
    • Lambda Labs, Inc. - Key offerings
    • SWOT
  • 15.15 Lightning AI
    • Lightning AI - Overview
    • Lightning AI - Product / Service
    • Lightning AI - Key offerings
    • SWOT
  • 15.16 Microsoft Corp.
    • Microsoft Corp. - Overview
    • Microsoft Corp. - Business segments
    • Microsoft Corp. - Key news
    • Microsoft Corp. - Key offerings
    • Microsoft Corp. - Segment focus
    • SWOT
  • 15.17 NVIDIA Corp.
    • NVIDIA Corp. - Overview
    • NVIDIA Corp. - Business segments
    • NVIDIA Corp. - Key news
    • NVIDIA Corp. - Key offerings
    • NVIDIA Corp. - Segment focus
    • SWOT
  • 15.18 Together AI
    • Together AI - Overview
    • Together AI - Product / Service
    • Together AI - Key offerings
    • SWOT

16 Appendix

  • 16.1 Scope of the report
    • Market definition
    • Objectives
    • Notes and caveats
  • 16.2 Inclusions and exclusions checklist
    • Inclusions checklist
    • Exclusions checklist
  • 16.3 Currency conversion rates for US$
    • Currency conversion rates for US$
  • 16.4 Research methodology
    • Research methodology
  • 16.5 Data procurement
    • Information sources
  • 16.6 Data validation
    • Data validation
  • 16.7 Validation techniques employed for market sizing
    • Validation techniques employed for market sizing
  • 16.8 Data synthesis
    • Data synthesis
  • 16.9 360 degree market analysis
    • 360 degree market analysis
  • 16.10 List of abbreviations
    • List of abbreviations