Internet of Things Sensors and Streaming Data: IoT Real-time Data and Analytics Market Outlook and Forecasts 2017 - 2022
Wireless Sensor Networks (WSN) are a critical component of IoT networks. Sensors are used for detection of changes in the physical and/or logical relationship of one object to another(s) and/or the environment. Physical changes may include temperature, light, pressure, sound, and motion. Logical changes include the presence/absence of an electronically traceable entity, location, and/or activity. Within an IoT context, physical and logical changes are equally important.
IoT facilitates vast amounts of fast-moving data from sensors and devices. For many use cases, data flows constantly from the device or sensor to the network and sometimes back to the device. In some cases, these streams of data are simply stored (for potential later use) and in other cases there is a need for real-time data processing and analytics.
This research assesses the overall sensor marketplace for IoT, evaluates leading vendors, identifies key IoT functionality in support of sensors, and forecasts the market for sensor adoption and revenue. This research also evaluates the technologies, companies, and solutions for real-time IoT data processing and analytics. The report assesses challenges and opportunities associated with realizing business value from real-time analytics. The report provides detailed forecasts globally, regionally, and across industry verticals and solution categories for 2017 to 2022.
Target Audience:
IoT facilitates vast amounts of fast-moving data from sensors and devices. For many use cases, data flows constantly from the device or sensor to the network and sometimes back to the device. In some cases, these streams of data are simply stored (for potential later use) and in other cases there is a need for real-time data processing and analytics.
This research assesses the overall sensor marketplace for IoT, evaluates leading vendors, identifies key IoT functionality in support of sensors, and forecasts the market for sensor adoption and revenue. This research also evaluates the technologies, companies, and solutions for real-time IoT data processing and analytics. The report assesses challenges and opportunities associated with realizing business value from real-time analytics. The report provides detailed forecasts globally, regionally, and across industry verticals and solution categories for 2017 to 2022.
Target Audience:
- Sensor companies
- Network service providers
- Internet of Things companies
- Wireless device manufacturers
- Systems integration companies
- IoT and wireless device manufacturers
- Network and device security companies
- Data management and analytics companies
IoT Wireless Sensor Networks: Market Outlook and Forecasts by IoT Type, Industry Vertical, and Geography 2017 - 2022
1 INTRODUCTION
2 EXECUTIVE SUMMARY
3 OVERVIEW
3.1 Critical Capabilities for Sensors in IoT
3.2 Sensors Functionality in IoT
3.3 Smart Sensors and Intelligent Endpoints
3.3.1 Intelligence at the Edge of the Network
3.3.2 Key Differentiations of Smart Sensors
3.4 High Potential Smart Sensor Applications
3.4.1 Smart Home
3.4.2 Smart Buildings and Enterprise Automation
3.4.3 Smart Cities
3.4.4 Smart Manufacturing
3.4.5 Smart Industrial Processes
4 SENSOR TECHNOLOGY DEVELOPMENTS
4.1 Conventional Sensor Architecture
4.2 Smart Sensor Architecture
4.2.1 Transducer Electronic Data Sheets
4.2.2 Smart Transducer Interface Module and Network Capable Application Processor
4.3 Wireless Sensor Networks
4.3.1 Sensor Nodes
4.3.2 WSN Topologies
4.3.3 Applications and Challenges
4.4 Virtual / Soft Sensors, Multi-sensing, and Sensor Fusion
4.5 Role of WSN and Sensor Fusion in IoT
4.5.1 IoT Protocols used in WSN
4.5.1.1 ZigBee Alliance
4.5.1.2 Z-Wave Alliance
4.5.1.3 Insteon
4.5.1.4 Digital Living Network Alliance
4.5.1.5 Thread
4.6 Sensor Analytics
4.6.1 Data Visualization
4.6.2 Data Infrastructure Issues
4.6.3 Sensor and Intelligent Endpoint Analytics
5 SENSORS AND INTELLIGENT ENDPOINT OUTLOOK AND FORECASTS
5.1 Smart Sensors Demand 2017 - 2022
5.2 Intelligent Automation a Key Market Driver for Smart Sensors
5.3 Demand for Sensors by Industry Category 2017 - 2022
5.4 EMEA to Lead the Regional Markets for IoT Sensors through 2022
6 FUTURE OF SENSORS IN IOT
6.1 Sensor Data Management and IoT Security/Privacy
6.1.1 Sensor Data Management
6.1.2 Sensors and IoT Services and Infrastructure Mediation
6.2 IoT Sensor Roadmap
6.2.1 Opportunity for Sensor Manufacturers
6.2.2 Demand for Short Range Sensors to Realize Brisk Growth
6.2.3 Opportunity for Systems-on-Chip Fabricators
6.2.4 Use of IPV6 brings New Opportunities from Massive Connectivity
7 COMPANIES AND SOLUTIONS
7.1 365 Agile Limited
7.2 Ambiq Micro
7.3 B+B SmartWorx
7.4 Bosch Connected Devices and Solutions GmbH (BCDS)
7.5 Digi International
7.6 Fairchild Semiconductors International
7.7 LeddarTech Inc.
7.8 Nanjing IoT Sensor Technology Co., Ltd.
7.9 NYCE Sensors Inc.
7.10 Open Sensors Ltd.
7.11 Sensata Technologies
7.12 Seraphim Sense Ltd.
7.13 Silicon Laboratories, Inc.
7.14 Texas Instruments Inc.
7.15 Worldsensing
7.16 Wovyn LLC.
1 INTRODUCTION
2 EXECUTIVE SUMMARY
3 OVERVIEW
3.1 Critical Capabilities for Sensors in IoT
3.2 Sensors Functionality in IoT
3.3 Smart Sensors and Intelligent Endpoints
3.3.1 Intelligence at the Edge of the Network
3.3.2 Key Differentiations of Smart Sensors
3.4 High Potential Smart Sensor Applications
3.4.1 Smart Home
3.4.2 Smart Buildings and Enterprise Automation
3.4.3 Smart Cities
3.4.4 Smart Manufacturing
3.4.5 Smart Industrial Processes
4 SENSOR TECHNOLOGY DEVELOPMENTS
4.1 Conventional Sensor Architecture
4.2 Smart Sensor Architecture
4.2.1 Transducer Electronic Data Sheets
4.2.2 Smart Transducer Interface Module and Network Capable Application Processor
4.3 Wireless Sensor Networks
4.3.1 Sensor Nodes
4.3.2 WSN Topologies
4.3.3 Applications and Challenges
4.4 Virtual / Soft Sensors, Multi-sensing, and Sensor Fusion
4.5 Role of WSN and Sensor Fusion in IoT
4.5.1 IoT Protocols used in WSN
4.5.1.1 ZigBee Alliance
4.5.1.2 Z-Wave Alliance
4.5.1.3 Insteon
4.5.1.4 Digital Living Network Alliance
4.5.1.5 Thread
4.6 Sensor Analytics
4.6.1 Data Visualization
4.6.2 Data Infrastructure Issues
4.6.3 Sensor and Intelligent Endpoint Analytics
5 SENSORS AND INTELLIGENT ENDPOINT OUTLOOK AND FORECASTS
5.1 Smart Sensors Demand 2017 - 2022
5.2 Intelligent Automation a Key Market Driver for Smart Sensors
5.3 Demand for Sensors by Industry Category 2017 - 2022
5.4 EMEA to Lead the Regional Markets for IoT Sensors through 2022
6 FUTURE OF SENSORS IN IOT
6.1 Sensor Data Management and IoT Security/Privacy
6.1.1 Sensor Data Management
6.1.2 Sensors and IoT Services and Infrastructure Mediation
6.2 IoT Sensor Roadmap
6.2.1 Opportunity for Sensor Manufacturers
6.2.2 Demand for Short Range Sensors to Realize Brisk Growth
6.2.3 Opportunity for Systems-on-Chip Fabricators
6.2.4 Use of IPV6 brings New Opportunities from Massive Connectivity
7 COMPANIES AND SOLUTIONS
7.1 365 Agile Limited
7.2 Ambiq Micro
7.3 B+B SmartWorx
7.4 Bosch Connected Devices and Solutions GmbH (BCDS)
7.5 Digi International
7.6 Fairchild Semiconductors International
7.7 LeddarTech Inc.
7.8 Nanjing IoT Sensor Technology Co., Ltd.
7.9 NYCE Sensors Inc.
7.10 Open Sensors Ltd.
7.11 Sensata Technologies
7.12 Seraphim Sense Ltd.
7.13 Silicon Laboratories, Inc.
7.14 Texas Instruments Inc.
7.15 Worldsensing
7.16 Wovyn LLC.
LIST OF FIGURES
Figure 1: Fog Computing in IoT
Figure 2: Fog Computing and Managing Intelligent Endpoint Data
Figure 3: Traditional Sensor Elements
Figure 4: Elements of Smart Sensor
Figure 5: Smart Sensor Model
Figure 6: Smart Sensor Model with Functional Partitioning
Figure 7: Sensor Node Components
Figure 8: Wireless Sensor Network Topologies
Figure 9: Sensor and Intelligent Endpoint Analytics
Figure 10: Markets for Sensor by Industry Category
Figure 11: IoT Infrastructure, Platform, and Software Mediation
Figure 12: Phase One: Limited IoT Data Sharing without Formalized Mediation
Figure 13: Phase Two: IoT Data Sharing between Limited Industries
Figure 14: Phase Three: Broadly shared IoT Data across Industries and between Competitors
Figure 1: Fog Computing in IoT
Figure 2: Fog Computing and Managing Intelligent Endpoint Data
Figure 3: Traditional Sensor Elements
Figure 4: Elements of Smart Sensor
Figure 5: Smart Sensor Model
Figure 6: Smart Sensor Model with Functional Partitioning
Figure 7: Sensor Node Components
Figure 8: Wireless Sensor Network Topologies
Figure 9: Sensor and Intelligent Endpoint Analytics
Figure 10: Markets for Sensor by Industry Category
Figure 11: IoT Infrastructure, Platform, and Software Mediation
Figure 12: Phase One: Limited IoT Data Sharing without Formalized Mediation
Figure 13: Phase Two: IoT Data Sharing between Limited Industries
Figure 14: Phase Three: Broadly shared IoT Data across Industries and between Competitors
LIST OF TABLES
Table 1: Overview of TEDs
Table 2: Global IoT Revenue Driving Sensor Deployment 2017 - 2022
Table 3: Global Smart Sensor Deployment 2017 – 2022
Table 4: Smart Sensors by IoT Type 2017 – 2022
Table 5: Markets for Smart Sensors by Industry Vertical 2017 - 2022
Table 6: IoT Smart Sensors Revenue by Region 2017 – 2022
Streaming IoT Data Market Outlook and Forecasts 2017 - 2022
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 Understanding IoT Data
3.1.1 IoT Data vs. other Unstructured Data
3.1.2 Key IoT Data Characteristics
3.1.2.1 IoT Data is Real Time
3.1.2.2 Massive Volumes of IoT Data
3.1.2.3 IoT Data Generates Useful Insights
3.2 IoT Data Management Operations
3.2.1 Basic Data Implementation and Operational Challenges
3.2.1.1 IoT Data Scalability
3.2.1.2 IoT Data Integration
3.2.2 Data Management and Processing Raw Data
3.2.3 Centralized Storage and Decentralized Processing
3.2.4 Accessing and Exchanging IoT Data via APIs
3.2.5 Data Security and Personal Information Privacy
3.4 Market Outlook for IoT Data Analytics
3.4.1 IoT Data Management is a Ubiquitous Opportunity across Enterprise
3.4.2 IoT Data becomes a Big Revenue Opportunity by 2022
3.4.3 Organizations increasing Adopt Predictive Analytics with IoT Data
3.5 Real-time Streaming IoT Data Analytics becoming a Substantial Business Opportunity
4 VENDOR ANALYSIS
4.1 Accenture
4.2 AGT International
4.3 Bosch Software Innovations
4.4 Capgemini
4.5 Cisco Systems, Inc.
4.6 GE Digital
4.7 Google
4.8 Intel Corporation
4.9 Lynx Software Technologies, Inc.
4.10 Maana, Inc.
4.11 Microsoft Corporation
4.12 MongoDB Inc.
4.13 ParStream (Cisco)
4.14 PTC
4.15 RIOT
4.16 SAP SE
4.17 SQLstream, Inc.
4.18 Tellient
4.19 Teradata Corporation
4.20 Wind River
5 STREAMING IOT DATA ANALYTICS REVENUE 2017 – 2022
5.1 Global Streaming Data Analytics Revenue for IoT
5.2 Global Streaming IoT Data Analytics Revenue by App, Software, and Services
5.3 Global Streaming IoT Data Analytics Revenue in Industry Verticals
5.3.1 Streaming IoT Data Analytics Revenue in Retail
5.3.1.1 Streaming IoT Data Analytics Revenue by Retail Segment
5.3.1.2 Streaming IoT Data Analytics Retail Revenue by App, Software, and Service
5.3.2 Streaming IoT Data Analytics Revenue in Telecom and IT
5.3.2.1 Streaming IoT Data Analytics Revenue by Telecom and IT Segment
5.3.2.2 Streaming IoT Data Analytics Revenue by Telecom & IT App, Software, and Service
5.3.3 Streaming IoT Data Analytics Revenue in Energy and Utility
5.3.3.1 Streaming IoT Data Analytics Revenue by Energy and Utility Segment
5.3.3.2 Streaming IoT Data Analytics Energy and Utilities Revenue by App, Software, and Service
5.3.4 Streaming IoT Data Analytics Revenue in Government
5.3.4.1 Streaming IoT Data Analytics Revenue by Government Segment
5.3.4.2 Streaming IoT Data Analytics Government Revenue by App, Software, and Service
5.3.5 Streaming IoT Data Analytics Revenue in Healthcare and Life Science
5.3.5.1 Streaming IoT Data Analytics Revenue by Healthcare Segment
5.3.6 Streaming IoT Data Analytics Revenue in Manufacturing
5.3.6.1 Streaming IoT Data Analytics Revenue by Manufacturing Segment
5.3.6.2 Streaming IoT Data Analytics Manufacturing Revenue by App, Software, and Service
5.3.7 Streaming IoT Data Analytics Revenue in Transportation & Logistics
5.3.7.1 Streaming IoT Data Analytics Revenue by Transportation & Logistics Segment
5.3.7.2 Streaming IoT Data Analytics Transportation & Logistics Revenue by App, Software, and Service
5.3.8 Streaming IoT Data Analytics Revenue in Banking and Finance
5.3.8.1 Streaming IoT Data Analytics Revenue by Banking and Finance Segment
5.3.8.2 Streaming IoT Data Analytics Revenue by Banking & Finance App, Software, and Service
5.3.9 Streaming IoT Data Analytics Revenue in Smart Cities
5.3.9.1 Streaming IoT Data Analytics Revenue by Smart City Segment
5.3.9.2 Streaming IoT Data Analytics Revenue by Smart City App, Software, and Service
5.3.10 Streaming IoT Data Analytics Revenue in Automotive
5.3.10.1 Streaming IoT Data Analytics Revenue by Automobile Industry Segment
5.3.10.2 Streaming IoT Data Analytics Revenue by Automotive Industry App, Software, and Service
5.3.11 Streaming IoT Data Analytics Revenue in Education
5.3.11.1 Streaming IoT Data Analytics Revenue by Education Industry Segment
5.3.11.2 Streaming IoT Data Analytics Revenue by Education Industry App, Software, and Service
5.3.12 Streaming IoT Data Analytics Revenue in Outsourcing Services
5.3.12.1 Streaming IoT Data Analytics Revenue by Outsourcing Segment
5.3.12.2 Streaming IoT Data Analytics Revenue by Outsourcing Industry App, Software, and Service
5.4 Streaming IoT Data Analytics Revenue by Leading Vendor Platform
5.4.1 Global Investment in IoT Data by Industry Sector 2017 – 2022
6 APPENDIX
6.1 Regional Streaming IoT Data Analytics Revenue 2017 – 2022
6.1.1 Revenue in Region
6.1.2 APAC Market Revenue
6.1.3 Europe Market Revenue
6.1.4 North America Market Revenue
6.1.5 Latin America Market Revenue
6.1.6 ME&A Market Revenue
6.2 Streaming IoT Data Analytics Revenue by Country 2017 – 2022
6.2.1 Revenue by APAC Countries
6.2.1.1 Leading Countries
6.2.1.2 Japan Market Revenue
6.2.1.3 China Market Revenue
6.2.1.4 India Market Revenue
6.2.1.5 Australia Market Revenue
6.2.2 Revenue by Europe Countries
6.2.2.1 Leading Countries
6.2.2.2 Germany Market Revenue
6.2.2.3 UK Market Revenue
6.2.2.4 France Market Revenue
6.2.3 Revenue by North America Countries
6.2.3.1 Leading Countries
6.2.3.2 US Market Revenue
6.2.3.3 Canada Market Revenue
6.2.4 Revenue by Latin America Countries
6.2.4.1 Leading Countries
6.2.4.2 Brazil Market Revenue
6.2.4.3 Mexico Market Revenue
6.2.5 Revenue by ME&A Countries
6.2.5.1 Leading Countries
6.2.5.2 South Africa Market Revenue
6.2.5.3 UAE Market Revenue
LIST OF FIGURES
Figure 1: A Vision of IoT Data by 2022
Figure 2: IoT Data vs. Non-IoT Unstructured Data
Figure 3: IoT Data Processing Flow
Figure 4: Distributed IoT Data Architecture
Figure 5: IoT Data Not Stored Only
Figure 6: Real-time IoT Data Management and Analytics
Figure 7: APIs enable IoT Data Access and Exchange
Figure 8: Security in IoT Data Architecture
Figure 9: Inclusion of Predictive Models in Streaming IoT Data Analytics
Figure 10: Streaming IoT Data Sources Compared
Figure 11: Global Streaming IoT Data Analytics 2017 - 2022
Figure 12: Investment in IoT Data by Industry Vertical 2017 – 2022
LIST OF TABLES
Table 1: Global Streaming IoT Data Analytics Revenue by App, Software, and Service 2017 - 2022
Table 2: Global Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 3: Retail Streaming IoT Data Analytics Revenue by Retail Segment 2017 - 2022
Table 4: Retail Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 5: Telecom & IT Streaming IoT Data Analytics Rev by Segment 2017 – 2022
Table 6: Telecom & IT Streaming IoT Data Analytics Rev by App, Software, and Services 2017 – 2022
Table 7: Energy & Utilities Streaming IoT Data Analytics Rev by Segment 2017 – 2022
Table 8: Energy & Utilities Streaming IoT Data Analytics Rev by App, Software, and Services 2017 – 2022
Table 9: Government Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 10: Government Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 11: Healthcare & Life Science Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 12: Healthcare & Life Science Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 13: Manufacturing Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 14: Manufacturing Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 15: Transportation & Logistics Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 16: Transportation & Logistics Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 17: Banking and Finance Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 18: Banking & Finance Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 19: Smart Cities Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 20: Smart Cities Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 21: Automotive Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 22: Automotive Streaming IoT Data Analytics Revenue by Apps, Software, and Services 2017 – 2022
Table 23: Education Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 24: Education Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 25: Outsourcing Service Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 26: Outsourcing Service Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 27: Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2017 – 2022
Table 28: Investment in IoT Data by Industry Vertical 2017 – 2022
Table 29: Streaming IoT Data Analytics Revenue in Region 2017 – 2022
Table 30: APAC Streaming IoT Data Analytics Revenue by Solution and Services 2017 - 2022
Table 31: APAC Streaming IoT Data Analytics Revenue in Industry Vertical 2017 - 2022
Table 32: APAC Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2017 – 2022
Table 33: Europe Streaming IoT Data Analytics Revenue by Solution and Services 2017 - 2022
Table 34: Europe Streaming IoT Data Analytics Revenue in Industry Vertical 2017 - 2022
Table 35: Europe Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2017 - 2022
Table 36: North America Streaming IoT Data Analytics Revenue by Solution and Services 2017 - 2022
Table 37: North America Streaming IoT Data Analytics Revenue in Industry Vertical 2017 - 2022
Table 38: North America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2017 - 2022
Table 39: Latin America Streaming IoT Data Analytics Revenue by Solution and Services 2017 - 2022
Table 40: Latin America Streaming IoT Data Analytics Revenue in Industry Vertical 2017 - 2022
Table 41: Latin America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2017 – 2022
Table 42: ME&A Streaming IoT Data Analytics Revenue by Solution and Services 2017 - 2022
Table 43: ME&A Streaming IoT Data Analytics Revenue in Industry Vertical 2017 - 2022
Table 44: ME&A Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2017 - 2022
Table 45: Streaming IoT Data Analytics Revenue by APAC Countries 2017 – 2022
Table 46: Japan Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 47: Japan Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 48: China Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 49: China Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 50: India Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 51: India Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 52: Australia Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 53: Australia Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 54: Streaming IoT Data Analytics Revenue by Europe Countries 2017 – 2022
Table 55: Germany Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 56: Germany Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 57: UK Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 58: UK Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 59: France Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 60: France Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 61: Streaming IoT Data Analytics Revenue by North America Countries 2017 – 2022
Table 62: US Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 63: US Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 64: Canada Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 65: Canada Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 66: Streaming IoT Data Analytics Revenue by Latin America Countries 2017 – 2022
Table 67: Brazil Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 68: Brazil Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 69: Mexico Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 70: Mexico Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 71: Streaming IoT Data Analytics Revenue by ME&A Countries 2017 – 2022
Table 72: South Africa Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 73: South Africa Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 74: UAE Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 75: UAE Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 1: Overview of TEDs
Table 2: Global IoT Revenue Driving Sensor Deployment 2017 - 2022
Table 3: Global Smart Sensor Deployment 2017 – 2022
Table 4: Smart Sensors by IoT Type 2017 – 2022
Table 5: Markets for Smart Sensors by Industry Vertical 2017 - 2022
Table 6: IoT Smart Sensors Revenue by Region 2017 – 2022
Streaming IoT Data Market Outlook and Forecasts 2017 - 2022
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 Understanding IoT Data
3.1.1 IoT Data vs. other Unstructured Data
3.1.2 Key IoT Data Characteristics
3.1.2.1 IoT Data is Real Time
3.1.2.2 Massive Volumes of IoT Data
3.1.2.3 IoT Data Generates Useful Insights
3.2 IoT Data Management Operations
3.2.1 Basic Data Implementation and Operational Challenges
3.2.1.1 IoT Data Scalability
3.2.1.2 IoT Data Integration
3.2.2 Data Management and Processing Raw Data
3.2.3 Centralized Storage and Decentralized Processing
3.2.4 Accessing and Exchanging IoT Data via APIs
3.2.5 Data Security and Personal Information Privacy
3.4 Market Outlook for IoT Data Analytics
3.4.1 IoT Data Management is a Ubiquitous Opportunity across Enterprise
3.4.2 IoT Data becomes a Big Revenue Opportunity by 2022
3.4.3 Organizations increasing Adopt Predictive Analytics with IoT Data
3.5 Real-time Streaming IoT Data Analytics becoming a Substantial Business Opportunity
4 VENDOR ANALYSIS
4.1 Accenture
4.2 AGT International
4.3 Bosch Software Innovations
4.4 Capgemini
4.5 Cisco Systems, Inc.
4.6 GE Digital
4.7 Google
4.8 Intel Corporation
4.9 Lynx Software Technologies, Inc.
4.10 Maana, Inc.
4.11 Microsoft Corporation
4.12 MongoDB Inc.
4.13 ParStream (Cisco)
4.14 PTC
4.15 RIOT
4.16 SAP SE
4.17 SQLstream, Inc.
4.18 Tellient
4.19 Teradata Corporation
4.20 Wind River
5 STREAMING IOT DATA ANALYTICS REVENUE 2017 – 2022
5.1 Global Streaming Data Analytics Revenue for IoT
5.2 Global Streaming IoT Data Analytics Revenue by App, Software, and Services
5.3 Global Streaming IoT Data Analytics Revenue in Industry Verticals
5.3.1 Streaming IoT Data Analytics Revenue in Retail
5.3.1.1 Streaming IoT Data Analytics Revenue by Retail Segment
5.3.1.2 Streaming IoT Data Analytics Retail Revenue by App, Software, and Service
5.3.2 Streaming IoT Data Analytics Revenue in Telecom and IT
5.3.2.1 Streaming IoT Data Analytics Revenue by Telecom and IT Segment
5.3.2.2 Streaming IoT Data Analytics Revenue by Telecom & IT App, Software, and Service
5.3.3 Streaming IoT Data Analytics Revenue in Energy and Utility
5.3.3.1 Streaming IoT Data Analytics Revenue by Energy and Utility Segment
5.3.3.2 Streaming IoT Data Analytics Energy and Utilities Revenue by App, Software, and Service
5.3.4 Streaming IoT Data Analytics Revenue in Government
5.3.4.1 Streaming IoT Data Analytics Revenue by Government Segment
5.3.4.2 Streaming IoT Data Analytics Government Revenue by App, Software, and Service
5.3.5 Streaming IoT Data Analytics Revenue in Healthcare and Life Science
5.3.5.1 Streaming IoT Data Analytics Revenue by Healthcare Segment
5.3.6 Streaming IoT Data Analytics Revenue in Manufacturing
5.3.6.1 Streaming IoT Data Analytics Revenue by Manufacturing Segment
5.3.6.2 Streaming IoT Data Analytics Manufacturing Revenue by App, Software, and Service
5.3.7 Streaming IoT Data Analytics Revenue in Transportation & Logistics
5.3.7.1 Streaming IoT Data Analytics Revenue by Transportation & Logistics Segment
5.3.7.2 Streaming IoT Data Analytics Transportation & Logistics Revenue by App, Software, and Service
5.3.8 Streaming IoT Data Analytics Revenue in Banking and Finance
5.3.8.1 Streaming IoT Data Analytics Revenue by Banking and Finance Segment
5.3.8.2 Streaming IoT Data Analytics Revenue by Banking & Finance App, Software, and Service
5.3.9 Streaming IoT Data Analytics Revenue in Smart Cities
5.3.9.1 Streaming IoT Data Analytics Revenue by Smart City Segment
5.3.9.2 Streaming IoT Data Analytics Revenue by Smart City App, Software, and Service
5.3.10 Streaming IoT Data Analytics Revenue in Automotive
5.3.10.1 Streaming IoT Data Analytics Revenue by Automobile Industry Segment
5.3.10.2 Streaming IoT Data Analytics Revenue by Automotive Industry App, Software, and Service
5.3.11 Streaming IoT Data Analytics Revenue in Education
5.3.11.1 Streaming IoT Data Analytics Revenue by Education Industry Segment
5.3.11.2 Streaming IoT Data Analytics Revenue by Education Industry App, Software, and Service
5.3.12 Streaming IoT Data Analytics Revenue in Outsourcing Services
5.3.12.1 Streaming IoT Data Analytics Revenue by Outsourcing Segment
5.3.12.2 Streaming IoT Data Analytics Revenue by Outsourcing Industry App, Software, and Service
5.4 Streaming IoT Data Analytics Revenue by Leading Vendor Platform
5.4.1 Global Investment in IoT Data by Industry Sector 2017 – 2022
6 APPENDIX
6.1 Regional Streaming IoT Data Analytics Revenue 2017 – 2022
6.1.1 Revenue in Region
6.1.2 APAC Market Revenue
6.1.3 Europe Market Revenue
6.1.4 North America Market Revenue
6.1.5 Latin America Market Revenue
6.1.6 ME&A Market Revenue
6.2 Streaming IoT Data Analytics Revenue by Country 2017 – 2022
6.2.1 Revenue by APAC Countries
6.2.1.1 Leading Countries
6.2.1.2 Japan Market Revenue
6.2.1.3 China Market Revenue
6.2.1.4 India Market Revenue
6.2.1.5 Australia Market Revenue
6.2.2 Revenue by Europe Countries
6.2.2.1 Leading Countries
6.2.2.2 Germany Market Revenue
6.2.2.3 UK Market Revenue
6.2.2.4 France Market Revenue
6.2.3 Revenue by North America Countries
6.2.3.1 Leading Countries
6.2.3.2 US Market Revenue
6.2.3.3 Canada Market Revenue
6.2.4 Revenue by Latin America Countries
6.2.4.1 Leading Countries
6.2.4.2 Brazil Market Revenue
6.2.4.3 Mexico Market Revenue
6.2.5 Revenue by ME&A Countries
6.2.5.1 Leading Countries
6.2.5.2 South Africa Market Revenue
6.2.5.3 UAE Market Revenue
LIST OF FIGURES
Figure 1: A Vision of IoT Data by 2022
Figure 2: IoT Data vs. Non-IoT Unstructured Data
Figure 3: IoT Data Processing Flow
Figure 4: Distributed IoT Data Architecture
Figure 5: IoT Data Not Stored Only
Figure 6: Real-time IoT Data Management and Analytics
Figure 7: APIs enable IoT Data Access and Exchange
Figure 8: Security in IoT Data Architecture
Figure 9: Inclusion of Predictive Models in Streaming IoT Data Analytics
Figure 10: Streaming IoT Data Sources Compared
Figure 11: Global Streaming IoT Data Analytics 2017 - 2022
Figure 12: Investment in IoT Data by Industry Vertical 2017 – 2022
LIST OF TABLES
Table 1: Global Streaming IoT Data Analytics Revenue by App, Software, and Service 2017 - 2022
Table 2: Global Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 3: Retail Streaming IoT Data Analytics Revenue by Retail Segment 2017 - 2022
Table 4: Retail Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 5: Telecom & IT Streaming IoT Data Analytics Rev by Segment 2017 – 2022
Table 6: Telecom & IT Streaming IoT Data Analytics Rev by App, Software, and Services 2017 – 2022
Table 7: Energy & Utilities Streaming IoT Data Analytics Rev by Segment 2017 – 2022
Table 8: Energy & Utilities Streaming IoT Data Analytics Rev by App, Software, and Services 2017 – 2022
Table 9: Government Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 10: Government Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 11: Healthcare & Life Science Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 12: Healthcare & Life Science Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 13: Manufacturing Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 14: Manufacturing Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 15: Transportation & Logistics Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 16: Transportation & Logistics Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 17: Banking and Finance Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 18: Banking & Finance Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 19: Smart Cities Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 20: Smart Cities Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 21: Automotive Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 22: Automotive Streaming IoT Data Analytics Revenue by Apps, Software, and Services 2017 – 2022
Table 23: Education Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 24: Education Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 25: Outsourcing Service Streaming IoT Data Analytics Revenue by Segment 2017 – 2022
Table 26: Outsourcing Service Streaming IoT Data Analytics Revenue by App, Software, and Services 2017 – 2022
Table 27: Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2017 – 2022
Table 28: Investment in IoT Data by Industry Vertical 2017 – 2022
Table 29: Streaming IoT Data Analytics Revenue in Region 2017 – 2022
Table 30: APAC Streaming IoT Data Analytics Revenue by Solution and Services 2017 - 2022
Table 31: APAC Streaming IoT Data Analytics Revenue in Industry Vertical 2017 - 2022
Table 32: APAC Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2017 – 2022
Table 33: Europe Streaming IoT Data Analytics Revenue by Solution and Services 2017 - 2022
Table 34: Europe Streaming IoT Data Analytics Revenue in Industry Vertical 2017 - 2022
Table 35: Europe Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2017 - 2022
Table 36: North America Streaming IoT Data Analytics Revenue by Solution and Services 2017 - 2022
Table 37: North America Streaming IoT Data Analytics Revenue in Industry Vertical 2017 - 2022
Table 38: North America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2017 - 2022
Table 39: Latin America Streaming IoT Data Analytics Revenue by Solution and Services 2017 - 2022
Table 40: Latin America Streaming IoT Data Analytics Revenue in Industry Vertical 2017 - 2022
Table 41: Latin America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2017 – 2022
Table 42: ME&A Streaming IoT Data Analytics Revenue by Solution and Services 2017 - 2022
Table 43: ME&A Streaming IoT Data Analytics Revenue in Industry Vertical 2017 - 2022
Table 44: ME&A Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2017 - 2022
Table 45: Streaming IoT Data Analytics Revenue by APAC Countries 2017 – 2022
Table 46: Japan Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 47: Japan Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 48: China Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 49: China Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 50: India Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 51: India Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 52: Australia Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 53: Australia Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 54: Streaming IoT Data Analytics Revenue by Europe Countries 2017 – 2022
Table 55: Germany Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 56: Germany Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 57: UK Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 58: UK Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 59: France Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 60: France Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 61: Streaming IoT Data Analytics Revenue by North America Countries 2017 – 2022
Table 62: US Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 63: US Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 64: Canada Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 65: Canada Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 66: Streaming IoT Data Analytics Revenue by Latin America Countries 2017 – 2022
Table 67: Brazil Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 68: Brazil Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 69: Mexico Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 70: Mexico Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 71: Streaming IoT Data Analytics Revenue by ME&A Countries 2017 – 2022
Table 72: South Africa Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 73: South Africa Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
Table 74: UAE Streaming IoT Data Analytics Revenue by Solution and Services 2017 – 2022
Table 75: UAE Streaming IoT Data Analytics Revenue in Industry Vertical 2017 – 2022
