查看购物车
  • Traditional Chinese
  • English
  • Japanese
  • Korean
物联网资料管理和分析市场：依技术、基础设施、部署模式（云端与本地）、解决方案、应用和服务，2025-2030年
市场调查报告书
商品编码
1638131

物联网资料管理和分析市场：依技术、基础设施、部署模式（云端与本地）、解决方案、应用和服务，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个工作天内

价格

概述

本研究报告评估了物联网资料管理和分析市场。分析了主要的挑战和机会，包括基于所有权、保管权和使用权管理物联网资料。

评估物联网资料即服务和物联网驱动的决策即服务的机会。包括2025-2030年技术、基础设施、应用程式和服务的静态和即时预测。

也评估了与收集、储存、分析和视觉化物联网资料相关的庞大市场机会。揭示了即时、串流媒体业务资料如何推动全新的产品和服务，并在置于环境和流程中时变得极具价值。

物联网与 IoT 资料市场

物联网（IoT）不仅仅是其各个部分的总和。由物联网技术市场解决方案驱动的物联网应用依赖硬体、软体和服务的生态系统。物联网系统预计将以与人类神经系统类似的方式发展，其相互连接的路径可为决策提供必要的资料。

然而，与人类不同的是，物联网智慧可设计为驻留在特定网路和系统的不同部分并运作。因此，包括边缘运算、人工智慧和感知的设计和实施决策对于物联网的长期成功非常重要。云端运算、行动边缘运算、认知网路、资料分析和嵌入式人工智慧演算法的融合带来了大量机会。

人工智慧与先进的巨量资料分析相结合，可以赋予原始资料意义并帮助做出决策。利用人工智慧进行物联网和资料分析决策对于高效有效的决策非常重要，尤其是对于与边缘运算网路相关的串流资料和即时分析。

即时资料是每个用例、细分和解决方案的关键价值主张。获取串流资料、确定有价值的属性并即时做出决策的能力为服务逻辑增加了全新的维度。在许多情况下，服务就是资料本身或可操作的资讯。

目录

第1章 执行摘要

  • 调查背景
  • 研究范围
  • 目标受众
  • 选择目标公司

第2章 IoT 资料管理与分析市场概况

  • 物联网资料管理与分析市场生态系统
  • 整体物联网资料管理与分析市场机会
  • 物联网资料管理与分析市场各区域展望

第3章 物联网资料管理与分析简介

  • 新兴资料经济中的物联网资料
    • 物联网资料策略
    • 物联网与事物分析
    • 具体战略考虑事项
  • 独特的物联网资料管理需求
    • 物联网结构化和非结构化资料
    • 主要物联网资料特征
  • 物联网资料管理操作
    • 基本资料实施与营运挑战
    • 资料管理与原始资料处理
    • 集中储存、分散式处理
    • 透过 API 存取和交换物联网资料
    • 资料安全与个人资讯隐私
  • 透过物联网资料和分析获利
    • 物联网资料和物联网资料分析
    • 物联网资料管理收益化的关键问题
    • 直接和间接获利
    • 内部与外部企业物联网资料收益化
    • 利用公共资料获利
    • 混合物联网收益化
    • 物联网资料管理与分析收益化
  • 物联网资料的运作需求
    • 物联网 OSS 和 BSS
    • 物联网中介与编排
  • 物联网资料分析的市场前景
    • 物联网资料管理是整个企业的普遍机会
    • 物联网资料代表着庞大的收入机会
    • 越来越多的组织采用物联网资料预测分析
    • 即时串流物联网资料分析创造庞大商机
    • 物联网资料分析的智慧策略与明智投资
    • 物联网资料可以显着降低营运成本并创造新业务
    • 专为物联网资料管理与分析而设计的工具
    • 物联网资料管理与分析路线图

第4章 物联网资料管理与分析市场动态

  • 物联网资料管理促进因素
  • 物联网资料管理面临的挑战

第5章 物联网资料平台供应商

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

第6章 物联网资料支援技术

  • 物联网资料解决方案目前面临的挑战
    • 物联网中机器产生资料需要改进的工具
    • 物联网资料中Hadoop 的优点和局限性
  • 专为物联网资料所建构的技术
    • 一种新的统一日誌层方法
    • IoT 设备资料格式
    • 主要的物联网协议
    • 物联网资料分析平台及云端资料储存

第7章 供应商分析

  • 主要物联网资料供应商的趋势
  • 大公司将透过併购和联盟占据主导地位
    • 早期受益者：分析与云端服务领域既有的企业
    • 灵活且可扩展的收入模式将是最成功的
  • 选择公司分析
    • 主要参与者的近期发展
    • 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 物联网资料管理与分析市场优势、特性与个案研究

  • 物联网资料分析解决方案的优势
  • 物联网资料管理的关键功能
  • 物联网资料分析案例研究
    • AWS IoT 案例研究
    • 供应链管理的预测分析
    • American Instrumentation导入基于Azure的IoT解决方案
    • 物联网-商业物业管理

第9章 结论与建议

第10章 2025-2030年全球物联网资料管理平台与工具市场分析与预测

  • 整体物联网资料管理平台和工具市场的考量与展望
    • 物联网应用的分析注意事项
    • 物联网资料处理与分析试点将于2030年成为主流
  • 物联网资料管理平台与工具市场展望与预测2025-2030
    • 2025-2030年依地区划分的物联网资料管理平台与工具市场
    • 物联网资料分析服务的机会
    • 物联网资料管理产品2025-2030
    • 2025-2030年云端与本地物联网资料平台部署
    • 物联网资料流分析解决方案市场2025-2030
    • 2025-2030年按垂直产业划分的全球物联网资料管理解决方案市场
    • 物联网资料即服务2025-2030
  • 评估物联网资料基础设施的投资报酬率
    • 是什么决定了物联网投资报酬率？
    • 依产业划分的物联网投资报酬率

第11章 附录

  • 2025-2030年全球串流媒体资料分析
  • 2025-2030年区域流式物联网资料分析
    • 区域串流媒体物联网资料亮点
    • 2025-2030年亚太市场
    • 2025-2030年欧洲市场
    • 2025-2030北美市场
    • 2025-2030拉丁美洲市场
    • 2025-2030年中东和非洲市场
  • 2025-2030年各国串流媒体物联网资料分析
    • 2025-2030年亚太国家/地区物联网资料传输
    • 2025-2030年欧洲国家的物联网资料传输
  • 2025-2030年北美国家的物联网资料传输
    • 北美主要国家
    • 2025-2030年拉丁美洲国家的物联网资料传输
    • 2025-2030年中东和非洲国家的物联网资料传输

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