Operationalizing the Internet of Things: IoT Device and Data Management
Two of the key areas of Internet of Things (IoT) Operations are within the OSS area: (1) IoT Device Management and (2) IoT Data Management. The number and type of IoT devices, as well as the associated use cases for apps and services, grows exponentially within leading industry verticals. As IoT systems and networks grow in complexity and importance, there will be an increasingly urgent need within enterprise for IoT device management platforms and software.
The convergence of Cloud, Data Management, IoT Platforms and Solutions is enabling the next evolution of data analytics in which enterprise will realize significant tangible and intangible benefits from IoT data. The ability to sort data in a raw format, store it in different structural formats, and subsequently release it for further analytics, will be of paramount importance for all industry verticals.
This research examines IoT Device Management requirements and functionality as well as leading companies and solutions. The report evaluates market opportunities and challenges for IoT Device Management solutions across various industry verticals. The report includes forecasting for global and regional markets as well as potential across deployment types and sectors including automotive, manufacturing, smart cities, and more. This research also provides comprehensive analysis of the IoT Data Management and Analytics marketplace. The report evaluates leading players and their solutions, assesses anticipated market needs, and evolving technologies.
Target Audience:
The convergence of Cloud, Data Management, IoT Platforms and Solutions is enabling the next evolution of data analytics in which enterprise will realize significant tangible and intangible benefits from IoT data. The ability to sort data in a raw format, store it in different structural formats, and subsequently release it for further analytics, will be of paramount importance for all industry verticals.
This research examines IoT Device Management requirements and functionality as well as leading companies and solutions. The report evaluates market opportunities and challenges for IoT Device Management solutions across various industry verticals. The report includes forecasting for global and regional markets as well as potential across deployment types and sectors including automotive, manufacturing, smart cities, and more. This research also provides comprehensive analysis of the IoT Data Management and Analytics marketplace. The report evaluates leading players and their solutions, assesses anticipated market needs, and evolving technologies.
Target Audience:
- Network operators
- IoT solution providers
- Cloud-based service providers
- Device management providers
- Network infrastructure providers
- OSS/BSS and optimization companies
1. INTRODUCTION
1.1 Background
1.2 Research Scope
1.3 Target Audience
1.4 Companies in Report
2. EXECUTIVE SUMMARY
2.1 Overall IoT Device Management Market Potential
2.2 IoT Device Management Market by Deployment Type
2.3 IoT Device Management Market by Sector
3. OVERVIEW
3.1 Introduction to IoT Device Management Systems
3.2 Key Requirements for IoT Device Management Systems
3.2.1 Device Management Agent
3.2.2 Device Management in a Service/Cloud Environment
3.3 Fundamentals of Device Management Systems
3.3.1 Enrollment and Provisioning
3.3.2 Configuration and Association
3.3.3 Monitoring and Diagnostics
3.3.4 Management and Control
3.3.5 Software Updates
3.4 Commercialization of IoT Device Management Systems
3.5 IoT Device Management System Demand by Industry
3.5.1 Smart City
3.5.2 Fleet Management and Transportation
3.5.3 Automotive
3.5.4 Manufacturing
3.5.5 Utilities
3.5.6 Oil & Gas Industry
3.6 IoT Device Management Challenges
3.6.1 Anticipating Cause and Effect
3.6.2 Handling Device Management Needs by Specific Industry / Function
4. MARKET ANALYSIS AND FORECASTS 2017 – 2022
4.1 Global Markets for IoT Device Management Systems
4.2 Market for IoT Device Management System Deployment Type
4.2.1 IoT Device Management Embedded in Device 2017 – 2022
4.2.2 IoT Device Management Integrated in IoT Platform 2017 – 2022
4.2.3 IoT Device Management as Paas /SaaS 2017 – 2022
4.2.4 IoT Device Management as Standalone Software 2017 – 2022
4.3 Market for IoT Device Management System by Industry
4.3.1 IoT Device Management System Deployment in Smart Cities 2017 - 2022
4.3.2 IoT Device Management System in Manufacturing Sector 2017 - 2022
4.3.3 IoT Device Management System in Automotive Sector 2017 - 2022
4.3.4 IoT Device Management System in Fleet Management 2017 - 2022
4.3.5 IoT Device Management System in Utility Sector 2017 - 2022
4.3.6 IoT Device Management System in Oil & Gas Sector 2017 - 2022
4.4 Markets for IoT Device Management System by Region
4.4.1 North American Market Sectors for IoT Device Management Systems 2017 – 2022
4.4.2 European IoT Device Management Systems by Sector 2017 – 2022
4.4.3 APAC IoT Device Management Systems by Sector 2017 – 2022
4.4.4 RoW Markets for IoT Device management Systems 2017 – 2022
5. IOT DEVICE MANAGEMENT SERVICE DELIVERY ANALYSIS
5.1 Key Functionality of Device Management Solutions
5.2 IoT Device Management Solutions Offering Types
5.2.1 IoT Device Management as a Service
5.2.2 As Software Embedded in IoT Platform / Device
5.2.3 Stand-alone Software Platform
5.3 IoT Device Management Industry SWOT Analysis
6. IOT DEVICE MANAGEMENT COMPANY AND SOLUTION ANALYSIS
6.1 Advantech
6.2 Aeris
6.3 Allegro Software Development Corporation
6.4 Amplía Soluciones S.L.
6.5 ARM Ltd.
6.6 Bosch Software Innovations GmbH
6.7 Devicepilot
6.8 ETI Software Solutions
6.9 IBM
6.10 Microsoft
6.11 PTC
6.12 Particle
6.13 Proximetry Inc. (Relayr)
6.14 SiteWhere LLC.
6.15 SmithMicro Software
6.16 Telit
6.17 Tibbo Systems
6.18 Wind River
6.19 WSO2
6.20 Xively (LogMeIn)
6.21 Zentri
1.1 Background
1.2 Research Scope
1.3 Target Audience
1.4 Companies in Report
2. EXECUTIVE SUMMARY
2.1 Overall IoT Device Management Market Potential
2.2 IoT Device Management Market by Deployment Type
2.3 IoT Device Management Market by Sector
3. OVERVIEW
3.1 Introduction to IoT Device Management Systems
3.2 Key Requirements for IoT Device Management Systems
3.2.1 Device Management Agent
3.2.2 Device Management in a Service/Cloud Environment
3.3 Fundamentals of Device Management Systems
3.3.1 Enrollment and Provisioning
3.3.2 Configuration and Association
3.3.3 Monitoring and Diagnostics
3.3.4 Management and Control
3.3.5 Software Updates
3.4 Commercialization of IoT Device Management Systems
3.5 IoT Device Management System Demand by Industry
3.5.1 Smart City
3.5.2 Fleet Management and Transportation
3.5.3 Automotive
3.5.4 Manufacturing
3.5.5 Utilities
3.5.6 Oil & Gas Industry
3.6 IoT Device Management Challenges
3.6.1 Anticipating Cause and Effect
3.6.2 Handling Device Management Needs by Specific Industry / Function
4. MARKET ANALYSIS AND FORECASTS 2017 – 2022
4.1 Global Markets for IoT Device Management Systems
4.2 Market for IoT Device Management System Deployment Type
4.2.1 IoT Device Management Embedded in Device 2017 – 2022
4.2.2 IoT Device Management Integrated in IoT Platform 2017 – 2022
4.2.3 IoT Device Management as Paas /SaaS 2017 – 2022
4.2.4 IoT Device Management as Standalone Software 2017 – 2022
4.3 Market for IoT Device Management System by Industry
4.3.1 IoT Device Management System Deployment in Smart Cities 2017 - 2022
4.3.2 IoT Device Management System in Manufacturing Sector 2017 - 2022
4.3.3 IoT Device Management System in Automotive Sector 2017 - 2022
4.3.4 IoT Device Management System in Fleet Management 2017 - 2022
4.3.5 IoT Device Management System in Utility Sector 2017 - 2022
4.3.6 IoT Device Management System in Oil & Gas Sector 2017 - 2022
4.4 Markets for IoT Device Management System by Region
4.4.1 North American Market Sectors for IoT Device Management Systems 2017 – 2022
4.4.2 European IoT Device Management Systems by Sector 2017 – 2022
4.4.3 APAC IoT Device Management Systems by Sector 2017 – 2022
4.4.4 RoW Markets for IoT Device management Systems 2017 – 2022
5. IOT DEVICE MANAGEMENT SERVICE DELIVERY ANALYSIS
5.1 Key Functionality of Device Management Solutions
5.2 IoT Device Management Solutions Offering Types
5.2.1 IoT Device Management as a Service
5.2.2 As Software Embedded in IoT Platform / Device
5.2.3 Stand-alone Software Platform
5.3 IoT Device Management Industry SWOT Analysis
6. IOT DEVICE MANAGEMENT COMPANY AND SOLUTION ANALYSIS
6.1 Advantech
6.2 Aeris
6.3 Allegro Software Development Corporation
6.4 Amplía Soluciones S.L.
6.5 ARM Ltd.
6.6 Bosch Software Innovations GmbH
6.7 Devicepilot
6.8 ETI Software Solutions
6.9 IBM
6.10 Microsoft
6.11 PTC
6.12 Particle
6.13 Proximetry Inc. (Relayr)
6.14 SiteWhere LLC.
6.15 SmithMicro Software
6.16 Telit
6.17 Tibbo Systems
6.18 Wind River
6.19 WSO2
6.20 Xively (LogMeIn)
6.21 Zentri
LIST OF FIGURES
Figure 1: Key Market Opportunities
Figure 2: Key Traits for Best IoT Device Management Solution
Figure 3: Global IoT Device Management Business 2017 – 2022
Figure 4: Global IoT Device Management Deployments by Type 2017 - 2022
Figure 5: Global IoT Device Management Deployment by Industry Sector 2017 - 2022
Figure 6: IoT Device Management Solution Overview
Figure 7: Global Market for IoT Device Management Solutions 2017 - 2022
Figure 8: Market for IoT Device Management System Deployment Type 2017 - 2022
Figure 9: IoT Device Management System by Region 2017 – 2022
Figure 10: IoT Device Management Agnostic Approach
Figure 11: IoT Device management Vendor Offering
Figure 12: IoT Industry SWOT Analysis
Figure 1: Key Market Opportunities
Figure 2: Key Traits for Best IoT Device Management Solution
Figure 3: Global IoT Device Management Business 2017 – 2022
Figure 4: Global IoT Device Management Deployments by Type 2017 - 2022
Figure 5: Global IoT Device Management Deployment by Industry Sector 2017 - 2022
Figure 6: IoT Device Management Solution Overview
Figure 7: Global Market for IoT Device Management Solutions 2017 - 2022
Figure 8: Market for IoT Device Management System Deployment Type 2017 - 2022
Figure 9: IoT Device Management System by Region 2017 – 2022
Figure 10: IoT Device Management Agnostic Approach
Figure 11: IoT Device management Vendor Offering
Figure 12: IoT Industry SWOT Analysis
LIST OF TABLES
Table 1: Global Market for IoT Device Management Solutions 2017 - 2022
Table 2: Market for IoT Device Management System by Deployment Type 2017 - 2022
Table 3: IoT Device Management System Embedded in Device by Region 2017 - 2022
Table 4: IoT Device Management Embedded in Device by Industry 2017 – 2022
Table 5: IoT Device Management Integrated in IoT Platform by Region 2017 - 2022
Table 6: IoT Device Management Integrated in IoT Platform by Industry 2017 – 2022
Table 7: IoT Device Management as PaaS / SaaS by Region 2017 - 2022
Table 8: IoT Device Management as PaaS / SaaS by Industry 2017 – 2022
Table 9: IoT Device Management as Standalone Software by Region 2017 - 2022
Table 10: IoT Device Management as Standalone Software by Industry 2017 – 2022
Table 11: Market for IoT Device Management System by Industry 2017 - 2022
Table 12: IoT Device Management System by Smart City by Region 2017 - 2022
Table 13: IoT Device Management System by Type of Smart City Deployment 2017 - 2022
Table 14: IoT Device Management System by Region in Manufacturing Sector 2017 - 2022
Table 15: IoT Device Management System by Type of Manufacturing Deployment 2017 - 2022
Table 16: IoT Device Management System by Region in Automotive Sector 2017 - 2022
Table 17: IoT Device Management System by Type of Automotive Deployment 2017 - 2022
Table 18: IoT Device Management System by Region in Fleet Management 2017 - 2022
Table 19: IoT Device Management System by Type of Fleet Management Deployment 2017 - 2022
Table 20: IoT Device Management System by Region in Utility Sector 2017 - 2022
Table 21: IoT Device Management System by Type of Utility Sector Deployment 2017 - 2022
Table 22: Investments in IoT Device Management System by Region in Oil & Gas Sector 2017 - 2022
Table 23: IoT Device Management System by Type of Oil & Gas Deployment 2017 - 2022
Table 24: IoT Device Management System by Region 2017 - 2022
Table 25: North American IoT Device Management Systems by Sector 2017 – 2022
Table 26: North American IoT Device Management System by Deployment Type 2017 - 2022
Table 27: European IoT Device Management System by Sector 2017 – 2022
Table 28: European IoT Device Management System by Deployment Type 2017 - 2022
Table 29: APAC IoT Device Management Systems by Sector 2017 – 2022
Table 30: APAC IoT Device Management System by Deployment Type 2017 - 2022
Table 31: RoW Markets for IoT Device management Systems 2017 – 2022
Table 32: RoW Markets for IoT Device Management System by Type of Deployments 2017 – 2022
IoT Data Management and Analytics Market Outlook & Forecasts
1 INTRODUCTION
1.1 Research Background
1.2 Research Scope
1.3 Target Audience
1.4 Companies Covered
2 EXECUTIVE SUMMARY
3 OVERVIEW
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 Understanding IoT Data
3.2.1 IoT Data vs. other 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 Emerging IoT Data Management and Analytics Marketplace
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 Related Monetization Areas
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 by 2021
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 2016 to 2025
3.6.8.1 IoT Data Landscape from 2016 to 2018
3.6.8.2 IoT Data Landscape from 2019 to 2020
3.6.8.3 IoT Data Landscape from 2021 to 2025
4 IOT DATA PLATFORM PROVIDERS
4.1 Amdocs
4.2 AppCarousel
4.3 City Data Exchange
4.4 Horadata
4.5 Interdigital
4.6 RedKnee
4.7 Terbine
4.8 Tilepay
5 TECHNOLOGIES ENABLING IOT DATA
5.1 Present Technologies are Not Suitable for IoT Data
5.1.1 Enhanced Tools needed for Machine Generated Data in IoT
5.1.2 Advantages and Limitations of Hadoop in IoT Data
5.2 Technologies Specially Developed for IoT Data
5.2.1 Emerging Unified Logging Layer Approach
5.2.2 Will JSON be Most Adopted Data Format for IoT Devices?
5.2.3 Leading IoT Protocols
5.2.3.1 OASIS MQTT Ver. 3.1.1 Emerging as Fundamental Enabler for IoT Applications
5.2.3.2 XMPP Increases its Suitability for IoT
5.2.3.3 AMQP Provides Rich Capabilities for Distributed Systems
5.2.3.4 DDS enables IoT Network Interoperability
5.2.4 Analytics Platforms and Cloud based Data Storage for IoT Data
5.2.4.1 AGT offers IoTA a Cloud based Analytics Platform for IoT
5.2.4.2 AT&T’s M2X: Cloud-based Data Storage Service and Management Toolset
5.2.4.3 Bosch IoT Suit 2. offers BDP for IoT Data Analysis
5.2.4.4 Cisco IOX Framework and Fog Computing: Compute and Analyze Data at the Edge
5.2.4.5 GE Software Launched 24 Predictivity Solutions and GE Predix Platform
5.2.4.6 Intel Provides Cloud based Analytics System for IoT
5.2.4.7 MongoDB released Ver. 3.3.11 Database System
5.2.4.8 ParStream (Cisco) New Version of Analytics Platform
5.2.4.9 Connext DDS Comprehensive Messaging Platform
6 GLOBAL IOT DATA MARKET ANALYSIS AND FORECASTS 2016 - 2021
6.1 IoT Data Market Outlook
6.1.1 Analytics for IoT Applications
6.1.2 IoT Data Processing and Analysis Pilots to Predominate through 2018
6.2 Market Outlook and Forecasts for IoT Data 2016 – 2021
6.2.1 Full Fledged Deployments to Accelerate from 3Q 2018 through 2021
6.3 Investment in IoT Data 2016 - 2021
6.3.1 IoT Data by Region 2016 – 2021
6.3.2 IoT Data Analytics Services
6.3.3 IoT Data Products 2016 - 2021
6.3.3.1 High Demand for Platforms Providing Full Stack IoT Data Functionality through 2021
6.3.3.2 Single Product Platforms for IoT Data poised for Rapid Growth
6.3.3.2.1 Deployment of Data Collection Solutions 2016 - 2021
6.3.3.2.2 Deployment of Data Storage 2016 - 2021
6.3.3.2.3 Deployment of Data Analytics 2016 - 2021
6.3.3.3 IoT Data Management Support Software a Major Growth Opportunity Area
6.3.4 Cloud vs. On-Premise IoT Data Platform Deployment 2016 - 2021
6.3.5 Streaming IoT Data Analytics Revenue 2016 – 2021
6.3.5.1 Global Streaming Data Analytics Revenue for IoT
6.3.5.1 Global Streaming IoT Data Analytics Revenue by App, Software, and Services
6.3.5.1 Global Streaming IoT Data Analytics Revenue in Industry Verticals
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Retail
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Telecom and IT
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Energy and Utility
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Government
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Healthcare and Life Science
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Manufacturing
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Transportation & Logistics
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Banking and Finance
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Smart Cities
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Automotive
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Education
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Outsourcing Services
6.3.5.1 Streaming IoT Data Analytics Revenue by Leading Vendor Platform
6.3.6 Global Investment in IoT Data by Industry Sector 2016 – 2021
6.3.6.1 Healthcare Sector IoT Data Investment 2016 - 2021
6.3.6.2 Substantial Revenue Potential for Retail Sector in Monetizing IoT Data
6.3.6.3 Healthy Growth in Manufacturing Sector due to Industrial Automation and IoT Data
6.3.6.4 Investments by HVAC Industry in IoT 2016 – 2021
6.3.6.5 Investments by Oil & Cargo Industry in IoT 2016 – 2021
6.3.6.6 Investments in IoT Data by Transport & Cargo Industry in IoT 2016 – 2021
6.3.6.7 Investments in IoT Data by Utility Industry in IoT 2016 – 2021
6.3.7 IoT Data as a Service Prospects through 2021
6.4 IoT Data Infrastructure ROI Assessment
6.4.1 Factors Determining ROI for IoT
6.4.2 ROI for IoT Investments by Industrial Sector
6.4.2.1 ROI Assessment for IoT Data in the Retail Sector
6.4.2.2 ROI Assessment for IoT Data in the Healthcare Sector
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 Accenture
7.3.2 AGT International
7.3.3 Bosch Software Innovations
7.3.4 Capgemini
7.3.5 Cisco Systems, Inc.
7.3.6 GE Digital
7.3.7 Google
7.3.8 Intel Corporation
7.3.9 Lynx Software Technologies, Inc.
7.3.10 Maana, Inc.
7.3.11 Microsoft Corporation
7.3.12 MongoDB Inc.
7.3.13 ParStream (ParStream Cisco)
7.3.14 PTC
7.3.15 RIOT
7.3.16 SAP SE
7.3.17 SQLstream, Inc.
7.3.18 Tellient
7.3.19 Teradata Corporation
7.3.20 Wind River
8 CONCLUSIONS AND RECOMMENDATIONS
9 APPENDIX
9.1 Regional Streaming IoT Data Analytics Revenue 2016 – 2021
9.1.1 Revenue in Region
9.1.2 APAC Market Revenue
9.1.3 Europe Market Revenue
9.1.4 North America Market Revenue
9.1.5 Latin America Market Revenue
9.1.6 ME&A Market Revenue
9.2 Streaming IoT Data Analytics Revenue by Country 2016 – 2021
9.2.1 Revenue by APAC Countries
9.2.1.1 Leading Countries
9.2.1.2 Japan Market Revenue
9.2.1.3 China Market Revenue
9.2.1.4 India Market Revenue
9.2.1.5 Australia Market Revenue
9.2.2 Revenue by Europe Countries
9.2.2.1 Leading Countries
9.2.2.2 Germany Market Revenue
9.2.2.3 UK Market Revenue
9.2.2.4 France Market Revenue
9.2.3 Revenue by North America Countries
9.2.3.1 Leading Countries
9.2.3.2 US Market Revenue
9.2.3.3 Canada Market Revenue
9.2.4 Revenue by Latin America Countries
9.2.4.1 Leading Countries
9.2.4.2 Brazil Market Revenue
9.2.4.3 Mexico Market Revenue
9.2.5 Revenue by ME&A Countries
9.2.5.1 Leading Countries
9.2.5.2 South Africa Market Revenue
9.2.5.3 UAE Market Revenue
LIST OF FIGURES
Figure 1: IT and OT IoT Data Merge
Figure 2: IoT Data Strategy impacts Architecture
Figure 3: A Vision of IoT Data by 2021
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 Platform Functions
Figure 36: IoT Data Market 2016 – 2021
Figure 37: Regional Investment in IoT Data 2016 – 2021
Figure 38: Investment in IoT Data Products by Segment 2016 – 2021
Figure 39: Investment in Full Stack Platforms for IoT Data 2016 - 2021
Figure 40: Investment in Single Product Platforms for IoT Data 2016 - 2021
Figure 41: Investment in Data Collection Solutions 2016 – 2021
Figure 42: Regional Investment in Data Collection Solutions 2016 – 2021
Figure 43: Data Storage Solutions 2016 – 2021
Figure 44: Regional Investment in Data Storage Solutions 2016 – 2021
Figure 45: Investment in Data Analytics Solutions 2016 – 2021
Figure 46: Regional Investment in Data Storage Solutions 2016 – 2021
Figure 47: Investment in Supporting Software 2016 – 2021
Figure 48: Investment in IoT Data by Deployment Model 2016 - 2021
Figure 49: Global Streaming IoT Data Analytics 2016 - 2021
Figure 50: Investment in IoT Data by Industry Vertical 2016 – 2021
Figure 51: Investment in IoT Data by Healthcare Industry 2016 – 2021
Figure 52: Regional Investment in IoT Data by Healthcare Industry 2016 – 2021
Figure 53: Investment in IoT Data by Retail Industry 2016 – 2021
Figure 54: Regional Investment in IoT Data by Retail Industry 2016 – 2021
Figure 55: Investments in IoT Data by Manufacturing Industry 2016 – 2021
Figure 56: Regional Investment in IoT Data by Manufacturing Industry 2016 – 2021
Figure 57: Investment in IoT Data by HVAC Industry 2016 – 2021
Figure 58: Regional Investment in IoT Data by HVAC Industry 2016 – 2021
Figure 59: Investment in IoT Data by Oil and Gas Industry 2016 – 2021
Figure 60: Regional Investment in IoT Data by Oil and Gas Industry 2016 – 2021
Figure 61: Investment in IoT Data by Transport and Cargo Industry 2016 – 2021
Figure 62: Regional Investment in IoT Data by Transport and Cargo Industry 2016 – 2021
Figure 63: Investment in IoT Data by Utility Industry 2016 – 2021
Figure 64: Regional Investment in IoT Data by Utility Industry 2016 – 2021
Figure 65: IoT Data-as-a-Service Market 2016 – 2021
Figure 66: IoT Data-as-a-Service Revenue by Region 2016 – 2021
Figure 67: IoT Data-as-a-Service Revenue by Industry Sector 2016 – 2021
Figure 68: Global ROI Assessment of IoT Data Investment 2016 – 2021
Figure 69: ROI Assessment of IoT Data Investment by Retail Sector 2016 – 2021
Figure 70: IoT Data Investment in Retail Sector by ROI Factors 2016 – 2021
Figure 71: ROI Assessment of IoT Data Investment by Healthcare Sector 2016 – 2021
Figure 72: IoT Data Investment in Healthcare Sector by ROI Factors 2016 – 2021
Figure 73: IoT Technology and Solutions Stack
LIST OF TABLES
Table 1: IoT Data Market 2016 – 2021
Table 2: Regional Investment in IoT Data 2016 – 2021
Table 3: Investment in IoT Data Products by Segment 2016 – 2021
Table 4: Investment in Full Stack Platforms for IoT Data
Table 5: Investment in Single Product Platforms for IoT Data 2016 - 2021
Table 6: Investment in Data Collection Solutions 2016 – 2021
Table 7: Regional Investment in Data Collection Solutions 2016 – 2021
Table 8: Investment in Data Storage Solutions 2016 – 2021
Table 9: Regional Investment in Data Storage Solutions 2016 – 2021
Table 10: Investment in Data Analytics Solutions 2016 – 2021
Table 11: Regional Investment in Data Analytics Solutions 2016 – 2021
Table 12: Investment in Supporting Software 2016 – 2021
Table 13: Investment in IoT Data by Deployment Model 2016 - 2021
Table 14: Global Streaming IoT Data Analytics Revenue by App, Software, and Service 2016 - 2021
Table 15: Global Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 16: Retail Streaming IoT Data Analytics Revenue by Retail Segment 2016 - 2021
Table 17: Retail Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 18: Telecom & IT Streaming IoT Data Analytics Rev by Segment 2016 – 2021
Table 19: Telecom & IT Streaming IoT Data Analytics Rev by App, Software, and Services 2016 – 2021
Table 20: Energy & Utilities Streaming IoT Data Analytics Rev by Segment 2016 – 2021
Table 21: Energy & Utilities Streaming IoT Data Analytics Rev by App, Software, and Services 2016 – 2021
Table 22: Government Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 23: Government Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 24: Healthcare & Life Science Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 25: Healthcare & Life Science Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 26: Manufacturing Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 27: Manufacturing Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 28: Transportation & Logistics Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 29: Transportation & Logistics Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 30: Banking and Finance Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 31: Banking & Finance Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 32: Smart Cities Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 33: Smart Cities Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 34: Automotive Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 35: Automotive Streaming IoT Data Analytics Revenue by Apps, Software, and Services 2016 – 2021
Table 36: Education Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 37: Education Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 38: Outsourcing Service Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 39: Outsourcing Service Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 40: Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2016 – 2021
Table 41: Investment in IoT Data by Industry Vertical 2016 – 2021
Table 42: Investment in IoT Data by Healthcare Industry 2016 – 2021
Table 43: Regional Investment in IoT Data by Healthcare Industry 2016 – 2021
Table 44: Investments in IoT Data by Retail Industry 2016 – 2021
Table 45: Regional Investment in IoT Data by Retail Industry 2016 – 2021
Table 46: IoT Data by Manufacturing Industry 2016 – 2021
Table 47: Regional Investment in IoT Data by Manufacturing Industry 2016 – 2021
Table 48: Investments in IoT Data by HVAC Industry 2016 – 2021
Table 49: Regional Investment in IoT Data by HVAC Industry 2016 – 2021
Table 50: Investments in IoT Data by Oil and Gas Industry 2016 – 2021
Table 51: Regional Investment in IoT Data by Oil and Gas Industry 2016 – 2021
Table 52: Investment in IoT Data by Transport and Cargo Industry 2016 – 2021
Table 53: Regional Investment in IoT Data by Transport and Cargo Industry 2016 – 2021
Table 54: Investment in IoT Data by Utility Industry 2016 – 2021
Table 55: Regional Investment in IoT Data by Utility Industry 2016 – 2021
Table 56: IoT Data as a Service Market 2016 – 2021
Table 57: IoT Data as a Service Revenue by Region 2016 – 2021
Table 58: IoT Data as a Service Revenue by Industry Vertical 2016 – 2021
Table 59: Global RoI Assessment of IoT Data Investment 2016 – 2021
Table 60: ROI Assessment of IoT Data Investment by Industry Sector 2016 – 2021
Table 61: ROI Assessment of IoT Data Investment by Retail Sector 2016 – 2021
Table 62: IoT Data Investment in Retail Sector by ROI Factors 2016 – 2021
Table 63: ROI Assessment of IoT Data Investment by Healthcare Sector 2016 – 2021
Table 64: IoT Data Investment in Healthcare Sector by ROI Factors 2016 – 2021
Table 65: Streaming IoT Data Analytics Revenue in Region 2016 – 2021
Table 66: APAC Streaming IoT Data Analytics Revenue by Solution and Services 2016 - 2021
Table 67: APAC Streaming IoT Data Analytics Revenue in Industry Vertical 2016 - 2021
Table 68: APAC Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2016 – 2021
Table 69: Europe Streaming IoT Data Analytics Revenue by Solution and Services 2016 - 2021
Table 70: Europe Streaming IoT Data Analytics Revenue in Industry Vertical 2016 - 2021
Table 71: Europe Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2016 - 2021
Table 72: North America Streaming IoT Data Analytics Revenue by Solution and Services 2016 - 2021
Table 73: North America Streaming IoT Data Analytics Revenue in Industry Vertical 2016 - 2021
Table 74: North America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2016 - 2021
Table 75: Latin America Streaming IoT Data Analytics Revenue by Solution and Services 2016 - 2021
Table 76: Latin America Streaming IoT Data Analytics Revenue in Industry Vertical 2016 - 2021
Table 77: Latin America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2016 – 2021
Table 78: ME&A Streaming IoT Data Analytics Revenue by Solution and Services 2016 - 2021
Table 79: ME&A Streaming IoT Data Analytics Revenue in Industry Vertical 2016 - 2021
Table 80: ME&A Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2016 - 2021
Table 81: Streaming IoT Data Analytics Revenue by APAC Countries 2016 – 2021
Table 82: Japan Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 83: Japan Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 84: China Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 85: China Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 86: India Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 87: India Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 88: Australia Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 89: Australia Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 90: Streaming IoT Data Analytics Revenue by Europe Countries 2016 – 2021
Table 91: Germany Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 92: Germany Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 93: UK Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 94: UK Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 95: France Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 96: France Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 97: Streaming IoT Data Analytics Revenue by North America Countries 2016 – 2021
Table 98: US Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 99: US Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 100: Canada Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 101: Canada Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 102: Streaming IoT Data Analytics Revenue by Latin America Countries 2016 – 2021
Table 103: Brazil Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 104: Brazil Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 105: Mexico Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 106: Mexico Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 107: Streaming IoT Data Analytics Revenue by ME&A Countries 2016 – 2021
Table 108: South Africa Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 109: South Africa Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 110: UAE Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 111: UAE Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 1: Global Market for IoT Device Management Solutions 2017 - 2022
Table 2: Market for IoT Device Management System by Deployment Type 2017 - 2022
Table 3: IoT Device Management System Embedded in Device by Region 2017 - 2022
Table 4: IoT Device Management Embedded in Device by Industry 2017 – 2022
Table 5: IoT Device Management Integrated in IoT Platform by Region 2017 - 2022
Table 6: IoT Device Management Integrated in IoT Platform by Industry 2017 – 2022
Table 7: IoT Device Management as PaaS / SaaS by Region 2017 - 2022
Table 8: IoT Device Management as PaaS / SaaS by Industry 2017 – 2022
Table 9: IoT Device Management as Standalone Software by Region 2017 - 2022
Table 10: IoT Device Management as Standalone Software by Industry 2017 – 2022
Table 11: Market for IoT Device Management System by Industry 2017 - 2022
Table 12: IoT Device Management System by Smart City by Region 2017 - 2022
Table 13: IoT Device Management System by Type of Smart City Deployment 2017 - 2022
Table 14: IoT Device Management System by Region in Manufacturing Sector 2017 - 2022
Table 15: IoT Device Management System by Type of Manufacturing Deployment 2017 - 2022
Table 16: IoT Device Management System by Region in Automotive Sector 2017 - 2022
Table 17: IoT Device Management System by Type of Automotive Deployment 2017 - 2022
Table 18: IoT Device Management System by Region in Fleet Management 2017 - 2022
Table 19: IoT Device Management System by Type of Fleet Management Deployment 2017 - 2022
Table 20: IoT Device Management System by Region in Utility Sector 2017 - 2022
Table 21: IoT Device Management System by Type of Utility Sector Deployment 2017 - 2022
Table 22: Investments in IoT Device Management System by Region in Oil & Gas Sector 2017 - 2022
Table 23: IoT Device Management System by Type of Oil & Gas Deployment 2017 - 2022
Table 24: IoT Device Management System by Region 2017 - 2022
Table 25: North American IoT Device Management Systems by Sector 2017 – 2022
Table 26: North American IoT Device Management System by Deployment Type 2017 - 2022
Table 27: European IoT Device Management System by Sector 2017 – 2022
Table 28: European IoT Device Management System by Deployment Type 2017 - 2022
Table 29: APAC IoT Device Management Systems by Sector 2017 – 2022
Table 30: APAC IoT Device Management System by Deployment Type 2017 - 2022
Table 31: RoW Markets for IoT Device management Systems 2017 – 2022
Table 32: RoW Markets for IoT Device Management System by Type of Deployments 2017 – 2022
IoT Data Management and Analytics Market Outlook & Forecasts
1 INTRODUCTION
1.1 Research Background
1.2 Research Scope
1.3 Target Audience
1.4 Companies Covered
2 EXECUTIVE SUMMARY
3 OVERVIEW
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 Understanding IoT Data
3.2.1 IoT Data vs. other 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 Emerging IoT Data Management and Analytics Marketplace
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 Related Monetization Areas
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 by 2021
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 2016 to 2025
3.6.8.1 IoT Data Landscape from 2016 to 2018
3.6.8.2 IoT Data Landscape from 2019 to 2020
3.6.8.3 IoT Data Landscape from 2021 to 2025
4 IOT DATA PLATFORM PROVIDERS
4.1 Amdocs
4.2 AppCarousel
4.3 City Data Exchange
4.4 Horadata
4.5 Interdigital
4.6 RedKnee
4.7 Terbine
4.8 Tilepay
5 TECHNOLOGIES ENABLING IOT DATA
5.1 Present Technologies are Not Suitable for IoT Data
5.1.1 Enhanced Tools needed for Machine Generated Data in IoT
5.1.2 Advantages and Limitations of Hadoop in IoT Data
5.2 Technologies Specially Developed for IoT Data
5.2.1 Emerging Unified Logging Layer Approach
5.2.2 Will JSON be Most Adopted Data Format for IoT Devices?
5.2.3 Leading IoT Protocols
5.2.3.1 OASIS MQTT Ver. 3.1.1 Emerging as Fundamental Enabler for IoT Applications
5.2.3.2 XMPP Increases its Suitability for IoT
5.2.3.3 AMQP Provides Rich Capabilities for Distributed Systems
5.2.3.4 DDS enables IoT Network Interoperability
5.2.4 Analytics Platforms and Cloud based Data Storage for IoT Data
5.2.4.1 AGT offers IoTA a Cloud based Analytics Platform for IoT
5.2.4.2 AT&T’s M2X: Cloud-based Data Storage Service and Management Toolset
5.2.4.3 Bosch IoT Suit 2. offers BDP for IoT Data Analysis
5.2.4.4 Cisco IOX Framework and Fog Computing: Compute and Analyze Data at the Edge
5.2.4.5 GE Software Launched 24 Predictivity Solutions and GE Predix Platform
5.2.4.6 Intel Provides Cloud based Analytics System for IoT
5.2.4.7 MongoDB released Ver. 3.3.11 Database System
5.2.4.8 ParStream (Cisco) New Version of Analytics Platform
5.2.4.9 Connext DDS Comprehensive Messaging Platform
6 GLOBAL IOT DATA MARKET ANALYSIS AND FORECASTS 2016 - 2021
6.1 IoT Data Market Outlook
6.1.1 Analytics for IoT Applications
6.1.2 IoT Data Processing and Analysis Pilots to Predominate through 2018
6.2 Market Outlook and Forecasts for IoT Data 2016 – 2021
6.2.1 Full Fledged Deployments to Accelerate from 3Q 2018 through 2021
6.3 Investment in IoT Data 2016 - 2021
6.3.1 IoT Data by Region 2016 – 2021
6.3.2 IoT Data Analytics Services
6.3.3 IoT Data Products 2016 - 2021
6.3.3.1 High Demand for Platforms Providing Full Stack IoT Data Functionality through 2021
6.3.3.2 Single Product Platforms for IoT Data poised for Rapid Growth
6.3.3.2.1 Deployment of Data Collection Solutions 2016 - 2021
6.3.3.2.2 Deployment of Data Storage 2016 - 2021
6.3.3.2.3 Deployment of Data Analytics 2016 - 2021
6.3.3.3 IoT Data Management Support Software a Major Growth Opportunity Area
6.3.4 Cloud vs. On-Premise IoT Data Platform Deployment 2016 - 2021
6.3.5 Streaming IoT Data Analytics Revenue 2016 – 2021
6.3.5.1 Global Streaming Data Analytics Revenue for IoT
6.3.5.1 Global Streaming IoT Data Analytics Revenue by App, Software, and Services
6.3.5.1 Global Streaming IoT Data Analytics Revenue in Industry Verticals
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Retail
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Telecom and IT
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Energy and Utility
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Government
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Healthcare and Life Science
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Manufacturing
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Transportation & Logistics
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Banking and Finance
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Smart Cities
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Automotive
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Education
6.3.5.1.1 Streaming IoT Data Analytics Revenue in Outsourcing Services
6.3.5.1 Streaming IoT Data Analytics Revenue by Leading Vendor Platform
6.3.6 Global Investment in IoT Data by Industry Sector 2016 – 2021
6.3.6.1 Healthcare Sector IoT Data Investment 2016 - 2021
6.3.6.2 Substantial Revenue Potential for Retail Sector in Monetizing IoT Data
6.3.6.3 Healthy Growth in Manufacturing Sector due to Industrial Automation and IoT Data
6.3.6.4 Investments by HVAC Industry in IoT 2016 – 2021
6.3.6.5 Investments by Oil & Cargo Industry in IoT 2016 – 2021
6.3.6.6 Investments in IoT Data by Transport & Cargo Industry in IoT 2016 – 2021
6.3.6.7 Investments in IoT Data by Utility Industry in IoT 2016 – 2021
6.3.7 IoT Data as a Service Prospects through 2021
6.4 IoT Data Infrastructure ROI Assessment
6.4.1 Factors Determining ROI for IoT
6.4.2 ROI for IoT Investments by Industrial Sector
6.4.2.1 ROI Assessment for IoT Data in the Retail Sector
6.4.2.2 ROI Assessment for IoT Data in the Healthcare Sector
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 Accenture
7.3.2 AGT International
7.3.3 Bosch Software Innovations
7.3.4 Capgemini
7.3.5 Cisco Systems, Inc.
7.3.6 GE Digital
7.3.7 Google
7.3.8 Intel Corporation
7.3.9 Lynx Software Technologies, Inc.
7.3.10 Maana, Inc.
7.3.11 Microsoft Corporation
7.3.12 MongoDB Inc.
7.3.13 ParStream (ParStream Cisco)
7.3.14 PTC
7.3.15 RIOT
7.3.16 SAP SE
7.3.17 SQLstream, Inc.
7.3.18 Tellient
7.3.19 Teradata Corporation
7.3.20 Wind River
8 CONCLUSIONS AND RECOMMENDATIONS
9 APPENDIX
9.1 Regional Streaming IoT Data Analytics Revenue 2016 – 2021
9.1.1 Revenue in Region
9.1.2 APAC Market Revenue
9.1.3 Europe Market Revenue
9.1.4 North America Market Revenue
9.1.5 Latin America Market Revenue
9.1.6 ME&A Market Revenue
9.2 Streaming IoT Data Analytics Revenue by Country 2016 – 2021
9.2.1 Revenue by APAC Countries
9.2.1.1 Leading Countries
9.2.1.2 Japan Market Revenue
9.2.1.3 China Market Revenue
9.2.1.4 India Market Revenue
9.2.1.5 Australia Market Revenue
9.2.2 Revenue by Europe Countries
9.2.2.1 Leading Countries
9.2.2.2 Germany Market Revenue
9.2.2.3 UK Market Revenue
9.2.2.4 France Market Revenue
9.2.3 Revenue by North America Countries
9.2.3.1 Leading Countries
9.2.3.2 US Market Revenue
9.2.3.3 Canada Market Revenue
9.2.4 Revenue by Latin America Countries
9.2.4.1 Leading Countries
9.2.4.2 Brazil Market Revenue
9.2.4.3 Mexico Market Revenue
9.2.5 Revenue by ME&A Countries
9.2.5.1 Leading Countries
9.2.5.2 South Africa Market Revenue
9.2.5.3 UAE Market Revenue
LIST OF FIGURES
Figure 1: IT and OT IoT Data Merge
Figure 2: IoT Data Strategy impacts Architecture
Figure 3: A Vision of IoT Data by 2021
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 Platform Functions
Figure 36: IoT Data Market 2016 – 2021
Figure 37: Regional Investment in IoT Data 2016 – 2021
Figure 38: Investment in IoT Data Products by Segment 2016 – 2021
Figure 39: Investment in Full Stack Platforms for IoT Data 2016 - 2021
Figure 40: Investment in Single Product Platforms for IoT Data 2016 - 2021
Figure 41: Investment in Data Collection Solutions 2016 – 2021
Figure 42: Regional Investment in Data Collection Solutions 2016 – 2021
Figure 43: Data Storage Solutions 2016 – 2021
Figure 44: Regional Investment in Data Storage Solutions 2016 – 2021
Figure 45: Investment in Data Analytics Solutions 2016 – 2021
Figure 46: Regional Investment in Data Storage Solutions 2016 – 2021
Figure 47: Investment in Supporting Software 2016 – 2021
Figure 48: Investment in IoT Data by Deployment Model 2016 - 2021
Figure 49: Global Streaming IoT Data Analytics 2016 - 2021
Figure 50: Investment in IoT Data by Industry Vertical 2016 – 2021
Figure 51: Investment in IoT Data by Healthcare Industry 2016 – 2021
Figure 52: Regional Investment in IoT Data by Healthcare Industry 2016 – 2021
Figure 53: Investment in IoT Data by Retail Industry 2016 – 2021
Figure 54: Regional Investment in IoT Data by Retail Industry 2016 – 2021
Figure 55: Investments in IoT Data by Manufacturing Industry 2016 – 2021
Figure 56: Regional Investment in IoT Data by Manufacturing Industry 2016 – 2021
Figure 57: Investment in IoT Data by HVAC Industry 2016 – 2021
Figure 58: Regional Investment in IoT Data by HVAC Industry 2016 – 2021
Figure 59: Investment in IoT Data by Oil and Gas Industry 2016 – 2021
Figure 60: Regional Investment in IoT Data by Oil and Gas Industry 2016 – 2021
Figure 61: Investment in IoT Data by Transport and Cargo Industry 2016 – 2021
Figure 62: Regional Investment in IoT Data by Transport and Cargo Industry 2016 – 2021
Figure 63: Investment in IoT Data by Utility Industry 2016 – 2021
Figure 64: Regional Investment in IoT Data by Utility Industry 2016 – 2021
Figure 65: IoT Data-as-a-Service Market 2016 – 2021
Figure 66: IoT Data-as-a-Service Revenue by Region 2016 – 2021
Figure 67: IoT Data-as-a-Service Revenue by Industry Sector 2016 – 2021
Figure 68: Global ROI Assessment of IoT Data Investment 2016 – 2021
Figure 69: ROI Assessment of IoT Data Investment by Retail Sector 2016 – 2021
Figure 70: IoT Data Investment in Retail Sector by ROI Factors 2016 – 2021
Figure 71: ROI Assessment of IoT Data Investment by Healthcare Sector 2016 – 2021
Figure 72: IoT Data Investment in Healthcare Sector by ROI Factors 2016 – 2021
Figure 73: IoT Technology and Solutions Stack
LIST OF TABLES
Table 1: IoT Data Market 2016 – 2021
Table 2: Regional Investment in IoT Data 2016 – 2021
Table 3: Investment in IoT Data Products by Segment 2016 – 2021
Table 4: Investment in Full Stack Platforms for IoT Data
Table 5: Investment in Single Product Platforms for IoT Data 2016 - 2021
Table 6: Investment in Data Collection Solutions 2016 – 2021
Table 7: Regional Investment in Data Collection Solutions 2016 – 2021
Table 8: Investment in Data Storage Solutions 2016 – 2021
Table 9: Regional Investment in Data Storage Solutions 2016 – 2021
Table 10: Investment in Data Analytics Solutions 2016 – 2021
Table 11: Regional Investment in Data Analytics Solutions 2016 – 2021
Table 12: Investment in Supporting Software 2016 – 2021
Table 13: Investment in IoT Data by Deployment Model 2016 - 2021
Table 14: Global Streaming IoT Data Analytics Revenue by App, Software, and Service 2016 - 2021
Table 15: Global Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 16: Retail Streaming IoT Data Analytics Revenue by Retail Segment 2016 - 2021
Table 17: Retail Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 18: Telecom & IT Streaming IoT Data Analytics Rev by Segment 2016 – 2021
Table 19: Telecom & IT Streaming IoT Data Analytics Rev by App, Software, and Services 2016 – 2021
Table 20: Energy & Utilities Streaming IoT Data Analytics Rev by Segment 2016 – 2021
Table 21: Energy & Utilities Streaming IoT Data Analytics Rev by App, Software, and Services 2016 – 2021
Table 22: Government Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 23: Government Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 24: Healthcare & Life Science Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 25: Healthcare & Life Science Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 26: Manufacturing Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 27: Manufacturing Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 28: Transportation & Logistics Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 29: Transportation & Logistics Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 30: Banking and Finance Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 31: Banking & Finance Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 32: Smart Cities Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 33: Smart Cities Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 34: Automotive Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 35: Automotive Streaming IoT Data Analytics Revenue by Apps, Software, and Services 2016 – 2021
Table 36: Education Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 37: Education Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 38: Outsourcing Service Streaming IoT Data Analytics Revenue by Segment 2016 – 2021
Table 39: Outsourcing Service Streaming IoT Data Analytics Revenue by App, Software, and Services 2016 – 2021
Table 40: Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2016 – 2021
Table 41: Investment in IoT Data by Industry Vertical 2016 – 2021
Table 42: Investment in IoT Data by Healthcare Industry 2016 – 2021
Table 43: Regional Investment in IoT Data by Healthcare Industry 2016 – 2021
Table 44: Investments in IoT Data by Retail Industry 2016 – 2021
Table 45: Regional Investment in IoT Data by Retail Industry 2016 – 2021
Table 46: IoT Data by Manufacturing Industry 2016 – 2021
Table 47: Regional Investment in IoT Data by Manufacturing Industry 2016 – 2021
Table 48: Investments in IoT Data by HVAC Industry 2016 – 2021
Table 49: Regional Investment in IoT Data by HVAC Industry 2016 – 2021
Table 50: Investments in IoT Data by Oil and Gas Industry 2016 – 2021
Table 51: Regional Investment in IoT Data by Oil and Gas Industry 2016 – 2021
Table 52: Investment in IoT Data by Transport and Cargo Industry 2016 – 2021
Table 53: Regional Investment in IoT Data by Transport and Cargo Industry 2016 – 2021
Table 54: Investment in IoT Data by Utility Industry 2016 – 2021
Table 55: Regional Investment in IoT Data by Utility Industry 2016 – 2021
Table 56: IoT Data as a Service Market 2016 – 2021
Table 57: IoT Data as a Service Revenue by Region 2016 – 2021
Table 58: IoT Data as a Service Revenue by Industry Vertical 2016 – 2021
Table 59: Global RoI Assessment of IoT Data Investment 2016 – 2021
Table 60: ROI Assessment of IoT Data Investment by Industry Sector 2016 – 2021
Table 61: ROI Assessment of IoT Data Investment by Retail Sector 2016 – 2021
Table 62: IoT Data Investment in Retail Sector by ROI Factors 2016 – 2021
Table 63: ROI Assessment of IoT Data Investment by Healthcare Sector 2016 – 2021
Table 64: IoT Data Investment in Healthcare Sector by ROI Factors 2016 – 2021
Table 65: Streaming IoT Data Analytics Revenue in Region 2016 – 2021
Table 66: APAC Streaming IoT Data Analytics Revenue by Solution and Services 2016 - 2021
Table 67: APAC Streaming IoT Data Analytics Revenue in Industry Vertical 2016 - 2021
Table 68: APAC Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2016 – 2021
Table 69: Europe Streaming IoT Data Analytics Revenue by Solution and Services 2016 - 2021
Table 70: Europe Streaming IoT Data Analytics Revenue in Industry Vertical 2016 - 2021
Table 71: Europe Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2016 - 2021
Table 72: North America Streaming IoT Data Analytics Revenue by Solution and Services 2016 - 2021
Table 73: North America Streaming IoT Data Analytics Revenue in Industry Vertical 2016 - 2021
Table 74: North America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2016 - 2021
Table 75: Latin America Streaming IoT Data Analytics Revenue by Solution and Services 2016 - 2021
Table 76: Latin America Streaming IoT Data Analytics Revenue in Industry Vertical 2016 - 2021
Table 77: Latin America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2016 – 2021
Table 78: ME&A Streaming IoT Data Analytics Revenue by Solution and Services 2016 - 2021
Table 79: ME&A Streaming IoT Data Analytics Revenue in Industry Vertical 2016 - 2021
Table 80: ME&A Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2016 - 2021
Table 81: Streaming IoT Data Analytics Revenue by APAC Countries 2016 – 2021
Table 82: Japan Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 83: Japan Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 84: China Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 85: China Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 86: India Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 87: India Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 88: Australia Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 89: Australia Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 90: Streaming IoT Data Analytics Revenue by Europe Countries 2016 – 2021
Table 91: Germany Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 92: Germany Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 93: UK Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 94: UK Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 95: France Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 96: France Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 97: Streaming IoT Data Analytics Revenue by North America Countries 2016 – 2021
Table 98: US Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 99: US Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 100: Canada Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 101: Canada Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 102: Streaming IoT Data Analytics Revenue by Latin America Countries 2016 – 2021
Table 103: Brazil Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 104: Brazil Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 105: Mexico Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 106: Mexico Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 107: Streaming IoT Data Analytics Revenue by ME&A Countries 2016 – 2021
Table 108: South Africa Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 109: South Africa Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
Table 110: UAE Streaming IoT Data Analytics Revenue by Solution and Services 2016 – 2021
Table 111: UAE Streaming IoT Data Analytics Revenue in Industry Vertical 2016 – 2021
