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物聯網資料管理和分析市場：依技術、基礎設施、部署模式（雲端與本地）、解決方案、應用和服務，2025-2030年
市場調查報告書
商品編碼
1638131

物聯網資料管理和分析市場：依技術、基礎設施、部署模式（雲端與本地）、解決方案、應用和服務，2025-2030年

IoT Data Management and Analytics Market by Technology, Infrastructure, Deployment Model (Cloud vs. Premise), Solutions, Applications and Services in Industry Verticals 2025 - 2030
出版日期: | 出版商: Mind Commerce | 英文 221 Pages | 商品交期: 最快1-2個工作天內

價格

概述

本研究報告評估了物聯網資料管理和分析市場。分析了主要的挑戰和機會，包括基於所有權、保管權和使用權管理物聯網資料。

評估物聯網資料即服務和物聯網驅動的決策即服務的機會。包括2025-2030年技術、基礎設施、應用程式和服務的靜態和即時預測。

也評估了與收集、儲存、分析和視覺化物聯網資料相關的龐大市場機會。揭示了即時、串流媒體業務資料如何推動全新的產品和服務，並在置於環境和流程中時變得極具價值。

物聯網與 IoT 資料市場

物聯網（IoT）不僅僅是其各個部分的總和。由物聯網技術市場解決方案驅動的物聯網應用依賴硬體、軟體和服務的生態系統。物聯網系統預計將以與人類神經系統類似的方式發展，其相互連接的路徑可為決策提供必要的資料。

然而，與人類不同的是，物聯網智慧可設計為駐留在特定網路和系統的不同部分並運作。因此，包括邊緣運算、人工智慧和感知的設計和實施決策對於物聯網的長期成功非常重要。雲端運算、行動邊緣運算、認知網路、資料分析和嵌入式人工智慧演算法的融合帶來了大量機會。

人工智慧與先進的巨量資料分析相結合，可以賦予原始資料意義並幫助做出決策。利用人工智慧進行物聯網和資料分析決策對於高效有效的決策非常重要，尤其是對於與邊緣運算網路相關的串流資料和即時分析。

即時資料是每個用例、細分和解決方案的關鍵價值主張。獲取串流資料、確定有價值的屬性並即時做出決策的能力為服務邏輯增加了全新的維度。在許多情況下，服務就是資料本身或可操作的資訊。

目錄

第1章 執行摘要

  • 調查背景
  • 研究範圍
  • 目標受眾
  • 選擇目標公司

第2章 IoT 資料管理與分析市場概況

  • 物聯網資料管理與分析市場生態系統
  • 整體物聯網資料管理與分析市場機會
  • 物聯網資料管理與分析市場各區域展望

第3章 物聯網資料管理與分析簡介

  • 新興資料經濟中的物聯網資料
    • 物聯網資料策略
    • 物聯網與事物分析
    • 具體戰略考慮事項
  • 獨特的物聯網資料管理需求
    • 物聯網結構化和非結構化資料
    • 主要物聯網資料特徵
  • 物聯網資料管理操作
    • 基本資料實施與營運挑戰
    • 資料管理與原始資料處理
    • 集中儲存、分散式處理
    • 透過 API 存取和交換物聯網資料
    • 資料安全與個人資訊隱私
  • 透過物聯網資料和分析獲利
    • 物聯網資料和物聯網資料分析
    • 物聯網資料管理收益化的關鍵問題
    • 直接和間接獲利
    • 內部與外部企業物聯網資料收益化
    • 利用公共資料獲利
    • 混合物聯網收益化
    • 物聯網資料管理與分析收益化
  • 物聯網資料的運作需求
    • 物聯網 OSS 和 BSS
    • 物聯網中介與編排
  • 物聯網資料分析的市場前景
    • 物聯網資料管理是整個企業的普遍機會
    • 物聯網資料代表著龐大的收入機會
    • 越來越多的組織採用物聯網資料預測分析
    • 即時串流物聯網資料分析創造龐大商機
    • 物聯網資料分析的智慧策略與明智投資
    • 物聯網資料可以顯著降低營運成本並創造新業務
    • 專為物聯網資料管理與分析而設計的工具
    • 物聯網資料管理與分析路線圖

第4章 物聯網資料管理與分析市場動態

  • 物聯網資料管理促進因素
  • 物聯網資料管理面臨的挑戰

第5章 物聯網資料平台供應商

  • Amdocs
  • AppCarousel
  • City Data Exchange
  • Horadata
  • Interdigital
  • RedKnee
  • Terbine
  • Tilepay

第6章 物聯網資料支援技術

  • 物聯網資料解決方案目前面臨的挑戰
    • 物聯網中機器產生資料需要改進的工具
    • 物聯網資料中Hadoop 的優點和局限性
  • 專為物聯網資料所建構的技術
    • 一種新的統一日誌層方法
    • IoT 設備資料格式
    • 主要的物聯網協議
    • 物聯網資料分析平台及雲端資料儲存

第7章 供應商分析

  • 主要物聯網資料供應商的趨勢
  • 大公司將透過併購和聯盟佔據主導地位
    • 早期受益者：分析與雲端服務領域既有的企業
    • 靈活且可擴展的收入模式將是最成功的
  • 選擇公司分析
    • 主要參與者的近期發展
    • Accenture
    • AGT International
    • Bosch Software Innovations
    • Capgemini
    • Cisco Systems, Inc.
    • GE Digital
    • Google
    • Intel Corporation
    • Lynx Software Technologies, Inc.
    • Maana, Inc.
    • Microsoft Corporation
    • MongoDB Inc.
    • ParStream (ParStream Cisco)
    • PTC
    • RIOT
    • SAP SE
    • SQLstream, Inc.
    • Tellient
    • Teradata Corporation
    • Wind River

第8章 物聯網資料管理與分析市場優勢、特性與個案研究

  • 物聯網資料分析解決方案的優勢
  • 物聯網資料管理的關鍵功能
  • 物聯網資料分析案例研究
    • AWS IoT 案例研究
    • 供應鏈管理的預測分析
    • American Instrumentation導入基於Azure的IoT解決方案
    • 物聯網-商業物業管理

第9章 結論與建議

第10章 2025-2030年全球物聯網資料管理平台與工具市場分析與預測

  • 整體物聯網資料管理平台和工具市場的考量與展望
    • 物聯網應用的分析注意事項
    • 物聯網資料處理與分析試點將於2030年成為主流
  • 物聯網資料管理平台與工具市場展望與預測2025-2030
    • 2025-2030年依地區劃分的物聯網資料管理平台與工具市場
    • 物聯網資料分析服務的機會
    • 物聯網資料管理產品2025-2030
    • 2025-2030年雲端與本地物聯網資料平台部署
    • 物聯網資料流分析解決方案市場2025-2030
    • 2025-2030年按垂直產業劃分的全球物聯網資料管理解決方案市場
    • 物聯網資料即服務2025-2030
  • 評估物聯網資料基礎設施的投資報酬率
    • 是什麼決定了物聯網投資報酬率？
    • 依產業劃分的物聯網投資報酬率

第11章 附錄

  • 2025-2030年全球串流媒體資料分析
  • 2025-2030年區域流式物聯網資料分析
    • 區域串流媒體物聯網資料亮點
    • 2025-2030年亞太市場
    • 2025-2030年歐洲市場
    • 2025-2030北美市場
    • 2025-2030拉丁美洲市場
    • 2025-2030年中東和非洲市場
  • 2025-2030年各國串流媒體物聯網資料分析
    • 2025-2030年亞太國家/地區物聯網資料傳輸
    • 2025-2030年歐洲國家的物聯網資料傳輸
  • 2025-2030年北美國家的物聯網資料傳輸
    • 北美主要國家
    • 2025-2030年拉丁美洲國家的物聯網資料傳輸
    • 2025-2030年中東和非洲國家的物聯網資料傳輸

Overview:

This report evaluates the market for IoT data management and analytics. The report analyzes key challenges and opportunities such as managing IoT data based on ownership, care of custody, and usage rights.

It assesses the opportunity for IoT data as a service and IoT-driven decisions as a service. It includes forecasts by technology, infrastructure, applications and services for both static and real-time data from 2025 through 2030.

The report also evaluates substantial market opportunities involving IoT data collection, storage, analytics and visualization. It identifies how real-time, streaming data IoT business data becomes highly valuable when it can be put into context and processes as it will facilitate completely new product and service offerings.

The Internet of Things and the IoT Data Market

The Internet of Things (IoT) is much more than the sum of its parts. Powered by IoT technology market solutions, IoT applications rely upon an ecosystem of hardware, software, and services. IoT systems are envisioned to evolve in a way they become more like the human nervous system with interconnecting pathways that provide vital data for decision making.

Unlike humans, however, IoT intelligence may be engineered to be present and active at various portions of a given network or system. Accordingly, design and implementation decisions involving edge computing, AI, and cognition are very important for the long-term success of IoT. A growing area of opportunity resides in the convergence of cloud computing, mobile edge computing, cognitive networking, data analytics, and embedded AI algorithms.

AI coupled with advanced big data analytics provides the ability to make raw data meaningful and useful as information for decision-making purposes. The use of AI for decision making in IoT and data analytics will be crucial for efficient and effective decision making, especially in streaming data and real-time analytics associated with edge computing networks.

Real-time data is a key value proposition for all use cases, segments, and solutions. The ability to capture streaming data, determine valuable attributes, and make decisions in real-time will add an entirely new dimension to service logic. In many cases, the data itself, and actionable information will be the service.

Table of Contents

1. Executive Summary

  • 1.1. Research Background
  • 1.2. Research Scope
  • 1.3. Target Audience
  • 1.4. Select Companies Covered

2. IoT Data Management and Analytics Market Overview

  • 2.1. IoT Data Management and Analytics Market Ecosystem
  • 2.2. Overall IoT Data Management and Analytics Market Opportunity
  • 2.3. Regional IoT Data Management and Analytics Market Outlook

3. Introduction to IoT Data Management and Analytics

  • 3.1. IoT Data in the Emerging Data Economy
    • 3.1.1. IoT Data Strategy
    • 3.1.2. IoT and the Analytics of Things
    • 3.1.3. Specific Strategic Considerations
      • 3.1.3.1. Focus on Data Tiers
      • 3.1.3.2. Maintain a Value-based Approach
      • 3.1.3.3. Foster an Open Development Environment
  • 3.2. Unique IoT Data Management Requirements
    • 3.2.1. IoT Structured and Unstructured Data
    • 3.2.2. Key IoT Data Characteristics
      • 3.2.2.1. IoT Data is Real Time
      • 3.2.2.2. Massive Volumes of IoT Data
      • 3.2.2.3. IoT Data Generates Useful Insights
  • 3.3. IoT Data Management Operations
    • 3.3.1. Basic Data Implementation and Operational Challenges
      • 3.3.1.1. IoT Data Scalability
      • 3.3.1.2. IoT Data Integration
    • 3.3.2. Data Management and Processing Raw Data
    • 3.3.3. Centralized Storage and Decentralized Processing
    • 3.3.4. Accessing and Exchanging IoT Data via APIs
    • 3.3.5. Data Security and Personal Information Privacy
  • 3.4. Monetizing IoT Data and Analytics
    • 3.4.1. IoT Data vs. IoT Data Analytics
      • 3.4.1.1. IoT Data
      • 3.4.1.2. IoT Data Analytics
    • 3.4.2. Key IoT Data Management Monetization Issues
      • 3.4.2.1. IoT Data Ownership
      • 3.4.2.2. IoT Data Care of Custody
    • 3.4.3. Direct vs. Indirect Monetization
    • 3.4.4. Internal vs. External Enterprise IoT Data Monetization
      • 3.4.4.1. Enterprise Data and Analytics: Internal Monetization
      • 3.4.4.2. Enterprise Data and Analytics: External Monetization
    • 3.4.5. Public Data Monetization
    • 3.4.6. Hybrid IoT Monetization
    • 3.4.7. IoT Data Management and Analytics Monetization
      • 3.4.7.1. IoT Data as a Service
      • 3.4.7.2. IoT Data Analytics as a Service
      • 3.4.7.3. Decisions as a Service
  • 3.5. IoT Data Operational Requirements
    • 3.5.1. IoT OSS and BSS
      • 3.5.1.1. IoT Operational Support Systems
      • 3.5.1.2. IoT Billing Support Systems
    • 3.5.2. IoT Mediation and Orchestration
      • 3.5.2.1. IoT Mediation and Orchestration Functionality
        • 3.5.2.1.1. IoT Mediation and Orchestration: Virtualization
        • 3.5.2.1.2. IoT Mediation and Orchestration: Identity Management
        • 3.5.2.1.3. Emerging Technologies for IoT Mediation and Orchestration
      • 3.5.2.2. IoT Mediation and Orchestration in Support of Industry Verticals
      • 3.5.2.3. Communication Service Provider Role in IoT Mediation and Orchestration Ecosystem
      • 3.5.2.4. IoT Mediation and Orchestration Roadmap
  • 3.6. Market Outlook for IoT Data Analytics
    • 3.6.1. IoT Data Management is a Ubiquitous Opportunity across Enterprise
    • 3.6.2. IoT Data becomes a Big Revenue Opportunity
    • 3.6.3. Organizations increasing Adopt Predictive Analytics with IoT Data
    • 3.6.4. Real-time Streaming IoT Data Analytics becoming a Substantial Business Opportunity
    • 3.6.5. Intelligent Strategy and Smart Investment in IoT Data Analytics
    • 3.6.6. IoT Data to Produce Substantial Operational Savings and Generate New Business
    • 3.6.7. Tools Designed Specifically for IoT Data Management and Analytics
    • 3.6.8. IoT Data Management and Analytics Roadmap
      • 3.6.8.1. Early IoT Data Landscape
      • 3.6.8.2. Mid-Range IoT Data Landscape
      • 3.6.8.3. Longer-Term IoT Data Landscape

4. IoT Data Management and Analytics Market Dynamics

  • 4.1. IoT Data Management Drivers
  • 4.2. IoT Data Management Challenges

5. IoT Data Platform Providers

  • 5.1. Amdocs
  • 5.2. AppCarousel
  • 5.3. City Data Exchange
  • 5.4. Horadata
  • 5.5. Interdigital
  • 5.6. RedKnee
  • 5.7. Terbine
  • 5.8. Tilepay

6. Technologies Enabling IoT Data

  • 6.1. Current Challenges with IoT Data Solutions
    • 6.1.1. Enhanced Tools Needed for Machine Generated Data in IoT
    • 6.1.2. Advantages and Limitations of Hadoop in IoT Data
  • 6.2. Technologies Specially Developed for IoT Data
    • 6.2.1. Emerging Unified Logging Layer Approach
    • 6.2.2. Data Formatting for IoT Devices
    • 6.2.3. Leading IoT Protocols
      • 6.2.3.1. OASIS MQTT Ver. 3.1.1 Emerging as Fundamental Enabler for IoT Applications
      • 6.2.3.2. XMPP Increases its Suitability for IoT
      • 6.2.3.3. AMQP Provides Rich Capabilities for Distributed Systems
      • 6.2.3.4. DDS enables IoT Network Interoperability
    • 6.2.4. Analytics Platforms and Cloud based Data Storage for IoT Data
      • 6.2.4.1. Cloud based Analytics Platforms for IoT
      • 6.2.4.2. Cloud-Based Data Storage Service and Management Toolsets
      • 6.2.4.3. BDP Solutions for IoT Data Analysis
      • 6.2.4.4. Framework and Platforms for Computing and Analyzing Edge Data
      • 6.2.4.5. Predictivity Solutions and Platforms
      • 6.2.4.6. Cloud based Analytics Systems for IoT
      • 6.2.4.7. IoT Data and Analytics Database Systems
      • 6.2.4.8. IoT Data Analytics Platforms and Services

7. Vendor Analysis

  • 7.1. Key Vendor Trends in IoT Data
  • 7.2. Large Companies to Lead through M&A and Partnerships
    • 7.2.1. Early Beneficiaries: Established Companies in Analytics and Cloud Services
    • 7.2.2. Flexible and Scalable Revenue Model will be Most Successful
  • 7.3. Select Company Analysis
    • 7.3.1. Recent Development of Major Players
    • 7.3.2. Accenture
    • 7.3.3. AGT International
    • 7.3.4. Bosch Software Innovations
    • 7.3.5. Capgemini
    • 7.3.6. Cisco Systems, Inc.
    • 7.3.7. GE Digital
    • 7.3.8. Google
    • 7.3.9. Intel Corporation
    • 7.3.10. Lynx Software Technologies, Inc.
    • 7.3.11. Maana, Inc.
    • 7.3.12. Microsoft Corporation
    • 7.3.13. MongoDB Inc.
    • 7.3.14. ParStream (ParStream Cisco)
    • 7.3.15. PTC
    • 7.3.16. RIOT
    • 7.3.17. SAP SE
    • 7.3.18. SQLstream, Inc.
    • 7.3.19. Tellient
    • 7.3.20. Teradata Corporation
    • 7.3.21. Wind River

8. IoT Data Management and Analytics Market Benefits, Capabilities, and Case Studies

  • 8.1. IoT Data Analytics Solutions Benefits
  • 8.2. Key Capabilities for Data Management in IoT
  • 8.3. IoT Data Analytics Case Studies
    • 8.3.1. AWS IoT Case Study
    • 8.3.2. Predictive Analytics for Supply Chain Management
    • 8.3.3. American Instrumentation implements Azure-based IoT Solution
    • 8.3.4. IoT-Commercial Real Estate Management

9. Conclusions and Recommendations

10. Global IoT Data Management Platforms and Tools Market Analysis and Forecasts 2025 - 2030

  • 10.1. Overall IoT Data Management Platforms and Tools Market Considerations and Outlook
    • 10.1.1. Analytics for IoT Application Considerations
    • 10.1.2. IoT Data Processing and Analysis Pilots to Predominate through 2030
  • 10.2. Market Outlook and Forecasts for IoT Data Management Platforms and Tools 2025 - 2030
    • 10.2.1. IoT Data Management Platforms and Tools Markets by Region 2025 - 2030
    • 10.2.2. IoT Data Analytics Service Opportunities
    • 10.2.3. IoT Data Management Products 2025 - 2030
      • 10.2.3.1. High Demand for Platforms Providing Full Stack IoT Data Functionality through 2028
      • 10.2.3.2. Single Product Platforms for IoT Data poised for Rapid Growth
        • 10.2.3.2.1. Deployment of Data Collection Solutions 2025 - 2030
        • 10.2.3.2.2. Deployment of Data Storage 2025 - 2030
        • 10.2.3.2.3. Deployment of Data Analytics 2025 - 2030
      • 10.2.3.3. IoT Data Management Support Software a Major Growth Opportunity Area
    • 10.2.4. Cloud vs. On-Premise IoT Data Platform Deployment 2025 - 2030
    • 10.2.5. IoT Data Streaming Analytics Solutions Markets 2025 - 2030
      • 10.2.5.1. Global Data Streaming Analytics Revenue for IoT
      • 10.2.5.1. Global IoT Data Streaming Analytics Solutions by Type
      • 10.2.5.1. Global IoT Data Streaming Analytics Solution Markets by Industry Verticals
        • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in the Retail Industry
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Segment in the Retail Industry
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solution by Type in Retail Industry
        • 10.2.5.1.2. IoT Data Streaming Analytics Solutions in the Telecom and IT Industry
          • 10.2.5.1.2.1. IoT Data Streaming Analytics Solutions by Segment in the Telecom and IT Industry
          • 10.2.5.1.2.1. IoT Data Streaming Analytics Solutions by Type in Telecom & IT Industry
        • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Energy and Utility
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions in Energy and Utility
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by type in Energy and Utilities
        • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Government
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Segment in Government
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions in Government by Type
        • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Healthcare and Life Science
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions in Healthcare Segment
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Type Healthcare & Life Sciences
        • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Manufacturing
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Manufacturing Segment
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions in Manufacturing by Type
        • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Transportation & Logistics
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Transportation & Logistics Segment
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions in Transportation & Logistics by Type
        • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Banking and Finance
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Banking and Finance Segment
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Type in Banking & Finance
        • 10.2.5.1.1. IoT Data Analytics Streaming Solutions in Smart Cities
          • 10.2.5.1.1.1. IoT Data Analytics Streaming Solutions by Smart City Segment
          • 10.2.5.1.1.1. Smart City IoT Data Streaming Analytics Solutions by Type
        • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Automotive
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions in the Automobile Industry by Segment
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Type in the Automotive Industry
        • 10.2.5.1.1. IoT Data Streaming Analytics Solutions in Education
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Education Industry Segment
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Type in Education Industry
        • 10.2.5.1.1. IoT Data Analytics Streaming Solutions in Outsourcing Services
          • 10.2.5.1.1.1. IoT Data Analytics Streaming Solutions by Segment in the Outsourcing Services Industry
          • 10.2.5.1.1.1. IoT Data Streaming Analytics Solutions by Type in Outsourcing Services Industry
      • 10.2.5.1. IoT Data Streaming Analytics Solutions by Leading Vendor Platform
    • 10.2.6. Global IoT Data Management Solutions Market by Industry Sector 2025 - 2030
      • 10.2.6.1. Healthcare Sector Markets for IoT Data Management Solutions 2025 - 2030
      • 10.2.6.2. Retail Sector for IoT Data Management Solutions Market 2025 - 2030
      • 10.2.6.3. Manufacturing and Industrial Automation and IoT Data Management Solutions Market 2025 - 2030
      • 10.2.6.4. IoT Data Management Solutions Market for HVAC Industry 2025 - 2030
      • 10.2.6.5. IoT Data Management Solutions market for Oil & Gas Industry 2025 - 2030
      • 10.2.6.6. IoT Data Management Solutions Market for Transport & Cargo Industry in 2025 - 2030
      • 10.2.6.7. IoT Data Management Solutions market for Utility Industry 2025 - 2030
      • 10.2.6.8. IoT Data Management Solutions Market for Consumer Electronics Industry in 2025 - 2030
    • 10.2.7. IoT Data as a Service 2025 - 2030
  • 10.3. IoT Data Infrastructure ROI Assessment
    • 10.3.1. Factors Determining ROI for IoT
    • 10.3.2. ROI for IoT Investments by Industrial Sector
      • 10.3.2.1. ROI Assessment for IoT Data in the Retail Sector
      • 10.3.2.2. ROI Assessment for IoT Data in the Healthcare Sector

11. Appendix

  • 11.1. Global Streaming IoT Data Analytics 2025 - 2030
  • 11.2. Regional Streaming IoT Data Analytics 2025 - 2030
    • 11.2.1. Regional Streaming IoT Data Highlights
    • 11.2.2. Asia Pacific Market 2025 - 2030
    • 11.2.3. Europe Market 2025 - 2030
    • 11.2.4. North America Market 2025 - 2030
    • 11.2.5. Latin America Market 2025 - 2030
    • 11.2.6. Middle East and Africa Market 2025 - 2030
  • 11.3. Streaming IoT Data Analytics by Country 2025 - 2030
    • 11.3.1. Streaming IoT Data in Asia Pacific Countries 2025 - 2030
      • 11.3.1.1. Leading Asia Pac Countries
      • 11.3.1.2. Japan Market 2025 - 2030
      • 11.3.1.3. China Market Revenue
      • 11.3.1.4. India Market Revenue
      • 11.3.1.5. Australia Market Revenue
    • 11.3.2. Streaming IoT Data in Europe Countries 2025 - 2030
      • 11.3.2.1. Leading European Countries
      • 11.3.2.2. Germany Market Revenue
      • 11.3.2.3. UK Market Revenue
  • 11.4. Streaming IoT Data in North American Countries 2025 - 2030
    • 11.4.1. Leading North American Countries
      • 11.4.1.1. US Market Revenue
      • 11.4.1.2. Canada Market Revenue
    • 11.4.2. Streaming IoT Data in Latin America Countries 2025 - 2030
      • 11.4.2.1. Leading Latin American Countries
      • 11.4.2.2. Brazil Market Revenue
      • 11.4.2.3. Mexico Market Revenue
    • 11.4.3. Streaming IoT Data in Middle East and Africa Countries 2025 - 2030
      • 11.4.3.1. Leading Middle East and Africa Countries
      • 11.4.3.2. South Africa Market Revenue
      • 11.4.3.3. UAE Market Revenue

Figures

  • Figure 1: IT and OT IoT Data Merge
  • Figure 2: IoT Data Strategy Impacts Architecture
  • Figure 3: IoT Data by 2030
  • Figure 4: IoT Data vs. Non-IoT Unstructured Data
  • Figure 5: IoT Data Processing Flow
  • Figure 6: Distributed IoT Data Architecture
  • Figure 7: IoT Data Not Stored Only
  • Figure 8: Real-time IoT Data Management and Analytics
  • Figure 9: APIs enable IoT Data Access and Exchange
  • Figure 10: Security in IoT Data Architecture
  • Figure 11: IoT Data Care of Custody
  • Figure 12: Direct vs. Indirect IoT Data Monetization
  • Figure 13: Internal vs. External IoT Data Monetization
  • Figure 14: Merging IoT Data Sources - Hybrid Data
  • Figure 15: IoT Data Exchange Marketplace
  • Figure 16: IoT Mediation Architecture
  • Figure 17: IoT Identity Database Functionality
  • Figure 18: IoT Permissions Database
  • Figure 19: IoT Permissions Hierarchy
  • Figure 20: IoT Device Discovery and Alerting
  • Figure 21: IoT Device Discovery Dashboard
  • Figure 22: Smartphone Alert of Blocked IoT Connection Attempt
  • Figure 23: Smart Watch Alert of Blocked IoT Connection Attempt
  • Figure 24: IoT Mediation and Virtual Control of Real Objects
  • Figure 25: IoT Mediation in Industry Verticals
  • Figure 26: Phase One: Limited IoT Data Sharing without Formalized Mediation
  • Figure 27: Phase Two: IoT Data Sharing between Limited Industries
  • Figure 28: Phase Three: Broadly shared IoT Data across Industries and between Competitors
  • Figure 29: Inclusion of Predictive Models in Streaming IoT Data Analytics
  • Figure 30: Streaming IoT Data Sources Compared
  • Figure 31: Comparison of IoT Data Analytics Investment Focus
  • Figure 32: IoT Data Analytics Technology and Tool Choice in Enterprise
  • Figure 33: IoT Data Operational Savings and New Revenue Opportunities
  • Figure 34: IoT Data Management and Analytics Roadmap 2016 to 2025
  • Figure 35: IoT Data Management and Analytics Market Drivers and Challenges
  • Figure 36: IoT Data Platform Functions
  • Figure 37: IoT Data Analytics Benefits
  • Figure 38: IoT Data Analytics Capabilities
  • Figure 39: IoT Technology and Solutions Stack
  • Figure 40: IoT Data Management platforms and Tools Market 2025 - 2030
  • Figure 41: Regional Markets for IoT Data Management Platforms and Tools 2025 - 2030
  • Figure 42: IoT Data Management Markets by Product Type 2025 - 2030
  • Figure 43: Full Stack Platforms for IoT Data 2025 - 2030
  • Figure 44: Single Product Platforms for IoT Data 2025 - 2030
  • Figure 45: IoT Data Collection Solutions 2025 - 2030
  • Figure 46: Regional IoT Data Collection Solutions 2025 - 2030
  • Figure 47: IoT Data Storage Solutions 2025 - 2030
  • Figure 48: Regional IoT Data Storage Solutions 2025 - 2030
  • Figure 49: IoT Data Analytics Solutions 2025 - 2030
  • Figure 50: Regional IoT Data Analytics Solutions 2025 - 2030
  • Figure 51: IoT Data Management Supporting Solutions 2025 - 2030
  • Figure 52: IoT Data by Deployment Model 2025 - 2030
  • Figure 53: Global Market for IoT Data Streaming Analytics Solutions 2025 - 2030
  • Figure 54: IoT Data IoT Data Streaming Analytics Solutions by Type 2025 - 2030
  • Figure 55: IoT Data Management Solutions Market by Industry Vertical 2025 - 2030
  • Figure 56: Healthcare Industry IoT Data Management Solutions Market 2025 - 2030
  • Figure 57: Regional IoT Data Management Solutions Market for Healthcare Industry 2025 - 2030
  • Figure 58: IoT Data Management Solutions Market for Retail Industry 2025 - 2030
  • Figure 59: Regional IoT Data Management Solutions Market for Retail Industry 2025 - 2030
  • Figure 60: IoT Data Management Solutions Market for Manufacturing Industry 2025 - 2030
  • Figure 61: Regional IoT Data Management Solutions Market for Manufacturing Industry 2025 - 2030
  • Figure 62: IoT Data Management Solutions Market for HVAC Industry 2025 - 2030
  • Figure 63: Regional IoT Data Management Solutions Market for HVAC Industry 2025 - 2030
  • Figure 64: IoT Data Management Solutions Market for Oil & Gas Industry 2025 - 2030
  • Figure 65: Regional IoT Data Management Solution Market for Oil & Gas Industry 2025 - 2030
  • Figure 66: IoT Data Management Solutions Market for Transport & Cargo Industry 2025 - 2030
  • Figure 67: Regional IoT Data Management Solution Market for Transport & Cargo Industry 2025 - 2030
  • Figure 68: IoT Data Management Solutions Market for Utility Industry 2025 - 2030
  • Figure 69: Regional IoT Data Management Solution Market for Utility Industry 2025 - 2030
  • Figure 70: IoT Data Management Solutions Market for Consumer Electronics Industry 2025 - 2030
  • Figure 71: Regional IoT Data Management Solution Market for Consumer Electronics Industry 2025 - 2030
  • Figure 72: IoT Data-as-a-Service Market 2025 - 2030
  • Figure 73: IoT Data-as-a-Service Revenue by Region 2025 - 2030
  • Figure 74: IoT Data-as-a-Service Markets by Industry Sector 2025 - 2030
  • Figure 75: Global ROI Assessment of IoT Data Management Solutions 2025 - 2030
  • Figure 76: Global ROI Assessment of IoT Data Management Solutions by Industry Sector 2025 - 2030
  • Figure 77: ROI Assessment of IoT Data by Retail Sector 2025 - 2030
  • Figure 78: IoT Data in Retail Sector by ROI Factor 2025 - 2030
  • Figure 79: ROI Assessment of IoT Data by Healthcare Sector 2025 - 2030
  • Figure 80: IoT Data in the Healthcare Sector by ROI Factor 2025 - 2030

Tables

  • Table 1: IoT Data Management Platform and Tools Market 2025 - 2030
  • Table 2: Regional Markets for IoT Data Management Platforms and Tools 2025 - 2030
  • Table 3: IoT Data Management Markets by Product Type 2025 - 2030
  • Table 4: Full Stack Platforms for IoT Data 2025 - 2030
  • Table 5: Single Product Platforms for IoT Data 2025 - 2030
  • Table 6: IoT Data Collection Solutions 2025 - 2030
  • Table 7: Regional IoT Data Collection Solutions 2025 - 2030
  • Table 8: IoT Data Storage Solutions 2025 - 2030
  • Table 9: Regional IoT Data Storage Solutions 2025 - 2030
  • Table 10: IoT Data Storage Solutions 2025 - 2030
  • Table 11: Regional IoT Data Analytics Solutions 2025 - 2030
  • Table 12: IoT Data Management Supporting Solutions 2025 - 2030
  • Table 13: IoT Data by Deployment Model 2025 - 2030
  • Table 14: Global IoT Data Streaming Analytics Solutions 2025 - 2030
  • Table 15: Global IoT Data Streaming Analytics Solutions Markets by Industry Vertical 2025 - 2030
  • Table 16: IoT Data Streaming Analytics Solutions by Segments in Retail Industry 2025 - 2030
  • Table 17: Retail Industry IoT Data Streaming Analytics Solutions Markets by Type 2025 - 2030
  • Table 18: Telecom & IT IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
  • Table 19: Telecom & IT IoT Data Streaming Analytics Solutions by Type 2025 - 2030
  • Table 20: Energy & Utilities IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
  • Table 21: Energy & Utilities IoT Data Streaming Analytics Solutions by Type 2025 - 2030
  • Table 22: Government IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
  • Table 23: Government IoT Data Streaming Analytics Solutions by Type 2025 - 2030
  • Table 24: Healthcare & Life Science IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
  • Table 25: Healthcare & Life Science IoT Data Streaming Analytics Solutions by Type 2025 - 2030
  • Table 26: Manufacturing IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
  • Table 27: Manufacturing IoT Data Streaming Analytics Solutions by Type 2025 - 2030
  • Table 28: Transportation & Logistics IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
  • Table 29: Transportation & Logistics IoT Data Streaming Analytics Solutions Type 2025 - 2030
  • Table 30: Banking and Finance IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
  • Table 31: Banking & Finance IoT Data Streaming Analytics Solutions by Type 2025 - 2030
  • Table 32: Smart Cities IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
  • Table 33: Smart Cities IoT Data Streaming Analytics Solutions by Type 2025 - 2030
  • Table 34: Automotive IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
  • Table 35: Automotive IoT Data Streaming Analytics Solutions by Type 2025 - 2030
  • Table 36: Education IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
  • Table 37: Education IoT Data Streaming Analytics Solutions by Type 2025 - 2030
  • Table 38: Outsourcing Service IoT Data Streaming Analytics Solutions by Segment 2025 - 2030
  • Table 39: Outsourcing Service IoT Data Streaming Analytics Solution by Type 2025 - 2030
  • Table 40: IoT Data Streaming Analytics Solutions by Leading Vendor Platforms 2025 - 2030
  • Table 41: IoT Data Management Solutions market by Industry Vertical 2025 - 2030
  • Table 42: Healthcare Industry IoT Data Management Solutions Market 2025 - 2030
  • Table 43: Regional IoT Data Management Solutions Market for Healthcare Industry 2025 - 2030
  • Table 44: IoT Data Management Solutions Market for Retail Industry 2025 - 2030
  • Table 45: Regional IoT Data Management Solutions Market for Retail Industry 2025 - 2030
  • Table 44: IoT Data Management Solutions Market for Manufacturing Industry 2025 - 2030
  • Table 45: Regional IoT Data Management Solutions Market for Manufacturing Industry 2025 - 2030
  • Table 44: IoT Data Management Solutions Market for HVAC Industry 2025 - 2030
  • Table 45: Regional IoT Data Management Solutions Market for HVAC Industry 2025 - 2030
  • Table 44: IoT Data Management Solutions Market for Oil and Gas Industry 2025 - 2030
  • Table 45: Regional IoT Data Management Solutions Market for Oil & Gas Industry 2025 - 2030
  • Table 44: IoT Data Management Solutions Market for Transport & Cargo Industry 2025 - 2030
  • Table 45: Regional IoT Data Management Solutions Market for Transport & Cargo Industry 2025 - 2030
  • Table 44: IoT Data Management Solutions Market for Utility Industry 2025 - 2030
  • Table 45: Regional IoT Data Management Solutions Market for Utility Industry 2025 - 2030
  • Table 44: IoT Data Management Solutions Market for Consumer Electronics Industry 2025 - 2030
  • Table 45: Regional IoT Data Management Solutions Market for Consumer Electronics Industry 2025 - 2030
  • Table 58: IoT Data as a Service Market 2025 - 2030
  • Table 59: IoT Data as Service Markets by Region 2025 - 2030
  • Table 60: IoT Data as a Service Markets by Industry Vertical 2025 - 2030
  • Table 61: Global RoI Assessment of IoT Data Management Solutions 2025 - 2030
  • Table 62: ROI Assessment of IoT Data Management Solutions by Industry Sector 2025 - 2030
  • Table 63: ROI Assessment of IoT Data by Retail Sector 2025 - 2030
  • Table 64: IoT Data in Retail Sector by ROI Factor 2025 - 2030
  • Table 65: ROI Assessment of IoT Data by Healthcare Sector 2025 - 2030
  • Table 66: IoT Data in the Healthcare Sector by ROI Factor 2025 - 2030
  • Table 67: Streaming IoT Data Analytics Revenue by Region 2025 - 2030
  • Table 68: APAC Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 69: APAC Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
  • Table 71: Europe Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 72: Europe Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
  • Table 74: North America Streaming IoT Data Analytics Revenue by Solution and Services 2025 - 2030
  • Table 75: North America Streaming IoT Data Analytics Revenue by Industry Vertical 2025 - 2030
  • Table 77: Latin America Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 78: Latin America Streaming IoT Data Analytics Revenue by Industry Vertical 2025 - 2030
  • Table 80: ME&A Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 81: ME&A Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
  • Table 83: Streaming IoT Data Analytics by APAC Countries 2025 - 2030
  • Table 84: Japan Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 85: Japan Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
  • Table 86: China Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 87: China Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
  • Table 88: India Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 89: India Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
  • Table 90: Australia Streaming IoT Data Analytics Revenue by Solution and Services 2025 - 2030
  • Table 91: Australia Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
  • Table 92: Streaming IoT Data Analytics by Europe Countries 2025 - 2030
  • Table 93: Germany Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 94: Germany Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
  • Table 95: UK Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 96: UK Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
  • Table 97: France Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 98: France Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
  • Table 99: Streaming IoT Data Analytics by North American Countries 2025 - 2030
  • Table 100: US Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 101: US Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
  • Table 102: Canada Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 103: Canada Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
  • Table 104: Streaming IoT Data Analytics by Latin America Countries 2025 - 2030
  • Table 105: Brazil Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 106: Brazil Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
  • Table 107: Mexico Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 108: Mexico Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
  • Table 109: Streaming IoT Data Analytics by ME&A Countries 2025 - 2030
  • Table 110: South Africa Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 111: South Africa Streaming IoT Data Analytics by Industry Vertical 2025 - 2030
  • Table 112: UAE Streaming IoT Data Analytics by Solution and Services 2025 - 2030
  • Table 113: UAE Streaming IoT Data Analytics by Industry Vertical 2025 - 2030