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Industrial Convergence: 5G, IIoT, 3D Printing, Big Data, and Streaming IoT Data Analytics 2018 - 2023

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    Report

  • 889 Pages
  • April 2018
  • Region: Global
  • Mind Commerce
  • ID: 4521245
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The Confluence of 5G, IoT, and Advanced Data Analytics is Creating Converged Services Opportunities across a Wide Array of Use Cases in Many Industry Verticals

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Overview:

The industrial sector is rapidly integrating Internet of Things (IoT) with other key technologies including 3D Printing, Big Data and Streaming Analytics. This convergence will have a profound effect on industrial processes as well as create opportunities for product and service transformation. In some cases, entirely new business models will result from integration with broadband wireless and cloud technologies as the “as a service” model transforms many existing products into services. Looking beyond command and control of machinery and processes, IoT data itself will become extremely valuable as an agent of change for product development as well as identification of supply gaps and realization of unmet demands.

This research evaluates the status and prospects for 5G as well as supporting technologies such as Mobile Edge Computing. This research also evaluates IIoT technologies, companies, applications, services, and solutions. Report forecasts include overall global and regional IIoT outlook as well as IIoT by industry vertical, software, hardware, and services for the period 2018 to 2023.  This research includes an examination of the 3D market from multiple facets including hardware manufacturers, service providers, application providers, software providers, raw material providers, and communities. The report also assesses the market impact and provides forecasts across all verticals globally and regionally for 2018 to 2023. 

This research also provides an in-depth assessment of the global Big Data market, including a study of the business case, application use cases, vendor landscape, value chain analysis, case studies and a quantitative assessment of the industry with forecasting from 2017 to 2022. Finally, it 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 2018 to 2023.

Target Audience:


  • Network service providers
  • Wireless device manufacturers
  • Systems integration companies
  • IoT and wireless device manufacturers
  • Data management and analytics companies
  • Enterprise across virtually all industry verticals

With the purchase of this report at the Multi-user License or greater level, you will have access to one hour with an expert analyst who will help you link key findings in the report to the business issues you're addressing. This will need to be used within three months of purchase.

This report also includes a complimentary Excel file with data from the report for purchasers at the Site License or greater level.

Table of Contents


5G Planning, Strategy, and Market for Next Generation Apps and Services
1.0 Introduction
1.1 5G Technologies
1.2 Mobile Spectrum Evolution
1.2.1 1G - 2G - 3G - 4G
1.2.2 4G - 4.5G - 4.5G Pro - 4.9G – 5G
1.3 5G Spectrum Options and Utilization via Low Bands, Mid Bands, and High Bands
1.4 5G Ecosystem Architecture and Planning
1.5 5G Ecosystem Planning: Societal vs. Technology Considerations
2.0 5G Network Planning, Implementation, and Applications
2.1 5G Network Planning and Strategic Considerations
2.1.1 LTE Foundation, Device Ecosystem, LAA, and 5G Readiness
2.1.2 Spectrum Sharing and Utilization
2.1.3 Narrowband 5G for Massive IoT
2.1.4 Multi Connectivity Architecture with Small Cell Deployment
2.1.5 Relevance of Mobile IoT Technology: NB-IoT & eMTC
2.1.6 OSS/BSS Architecture for 5G Service Operation
2.1.7 Multi-Antenna and Beamforming Impact
2.1.8 End to End Network Slicing with NFV and SDN
2.1.9 LTE Continuation in 5G Era
2.1.10 Service Design, ROI and 5G Network
2.2 5G Technology Requirements and Network Impact
2.2.1 Network Coverage and Efficiency
2.2.2 Network Spectrum Efficiency
2.2.3 Data Throughput
2.2.4 Connection Density
2.2.5 UR-LLC (Ultra-Reliable Low Latency Communication)
2.2.6 Network Energy Usage
2.2.7 Improved Battery Life
2.2.8 Improved Flexibility in Air Interface and Versatility
2.2.9 Massive MIMO
2.2.10 mmWave Technology
2.2.11 Integration of Access and Backhaul
2.2.12 D2D Communication
2.2.13 Flexible Duplex: FDD and TDD
2.2.14 Multi-Antenna Transmission Scenario
2.2.15 Decoupling User Data from Control System
2.3 5G Technology and Network Architecture
2.3.1 Massive MIMO and Beamforming
2.3.2 Cloud RAN
2.3.3 Broadband Spectrum and Satellite
2.3.4 5G New Radio (NR)
2.3.5 Software Defined Air Interface
2.3.6 Network Function Virtualization (NFV)
2.3.7 Self Organizing Network (SON) and Self-Healing Network (SHN)
2.3.8 HetNet and H-CRAN
2.3.9 Large-Scale Cooperative Spatial Signal Processing (LS-CSSP)
2.3.10 Software Defined Radio (SDR)
2.3.11 Visible Light Communications (VLCs)
2.3.12 Cross Layer Controller
2.3.13 Cognitive Radios (CRs) and Transmission Technologies
2.3.14 Scalable OFDM and Subcarrier Spacing
2.4 5G Network Implementation
2.4.1 Base Stations
2.4.2 Small Cells
2.4.3 Macro Cells
2.4.4 Baseband Units and RF Units
2.4.5 Mobile Core
2.4.6 Remote Radio Heads
2.4.7 Front-haul and Backhaul Networks
2.5 Strategic Relevance of 4.5G, 4.5G Pro, and 4.9G
2.5.1 Mobile IoT and M2M Communication
2.5.2 Broadcast Services and Immersive Entertainment
2.5.3 Vehicular Communication
2.5.4 Public Safety Network 1
2.5.5 Smart City Applications
2.5.6 Private Enterprise Network
3.0 5G Initiatives, R&D, and Field Trials
3.1 5G Strategic Initiatives in Region
3.1.1 Asia
3.1.1.1 China
3.1.1.1.1 IMT-2020 Promotion Group
3.1.1.1.2 China National Key Project on 5G
3.1.1.2 South Korea
3.1.1.3 Japan
3.1.2 Europe
3.1.2.1 European Union Framework Project 7 (FP7)
3.1.2.2 European Union Framework Project 8 (FP8) /Horizon 2020
3.1.2.3 Celtic Plus
3.1.2.4 EIT and Other projects
3.1.3 America
3.2 5G Standardization Initiatives and Development
3.2.1 3GPP
3.2.2 5G Americas
3.2.3 ATIS
3.2.4 GSMA
3.2.5 IEEE
3.2.6 ITU
3.2.7 NGMN
3.2.8 TIA
3.2.9 FCC TAC
3.3 5G Trial by Mobile Operators
3.4 5G Spectrum Aspects
3.4.1 WRC – 15 and 19
3.4.2 FCC
3.4.3 5G Americas
3.4.4 CITEL
3.4.5 ITU
3.4.6 GSMA
3.4.7 GSA
4.0 Market Outlook and Forecasts for Next Generation 5G Apps
4.1 5G Industrial Automation Global Forecasts 2020 – 2025
4.1.1 IIoT 5G Automation Market Value
4.1.1.1 Market by Segment
4.1.1.1.1 Hardware and Equipment Market by Types of Device
4.1.1.2 Market by Industry Verticals
4.1.1.3 Market by Technology Application
4.1.2 Wireless IIoT 5G Device Deployments
4.1.2.1 Deployment by Device Type
4.1.2.2 Deployment by Industry Vertical
4.2 5G Industrial Automation Regional Forecasts 2020 – 2025
4.2.1 Market Value by Region
4.2.2 Market Value by Leading Countries
4.2.3 Deployment by Region
4.2.4 Deployment by Leading Countries
4.2.5 Europe Market Forecasts
4.2.5.1 Market Value by Segment, Devices, Industry Vertical, and Technology Application
4.2.5.2 Deployment Base by Devices and Industry Vertical
4.2.6 North America Market Forecasts
4.2.6.1 Market Value by Segment, Devices, Industry Vertical and Technology Application
4.2.6.2 Deployment Base by Devices and Industry Vertical
4.2.7 APAC Market Forecasts
4.2.7.1 Market Value by Segment, Devices, Industry Vertical and Technology Application
4.2.7.2 Deployment Base by Devices and Industry Vertical
4.3 5G Robotics Global Market Revenue
4.3.1 Autonomous Robot Market
4.3.2 5G Enabled Autonomous Robot Market
4.3.3 5G Enabled Autonomous Robot Market by Categories
4.4 5G Robotics Regional Forecasts
4.4.1 5G Enabled Autonomous Robot by Region
4.4.2 North America 5G Enabled Autonomous Robot Market by Categories
4.4.3 Europe 5G Enabled Autonomous Robot Market by Categories
4.4.4 APAC 5G Enabled Autonomous Robot Market by Categories
4.5 Global 5G Enabled Virtual Reality Market
4.5.1 Combined Market Revenue 2021 – 2026
4.5.2 Combined Unit Shipment 2021 – 2026
4.5.3 Combined Active User 2021 – 2026
4.6 5G Accelerated VR Uptake Market
4.6.1 Market by Segments 2021 – 2026
4.6.1.1 Hardware Market
4.6.1.1.1 Full Feature Device including Haptic and Eyewear Devices
4.6.1.1.2 Hardware Components including Haptic Sensors and Semiconductor Components
4.6.1.2 Software and Application Market
4.6.1.3 Professional Service Market 2
4.6.2 VR Shipment Units 2021 – 2026
4.6.3 VR Active Users 2021 – 2026
4.6.4 5G VR Market by Region 2021 – 2026
4.6.4.1 North America Market
4.6.4.2 APAC Market
4.6.4.3 Europe Market
4.6.5 5G Consumer VR Application Market 2021 – 2026
4.6.6 Gaming
4.6.6.1 Pokemon Go Market Learning
4.6.7 Live Events
4.6.8 Video Entertainment
4.7 5G VR Enterprise Application Market 2021 – 2026
4.7.1 Retail Sector
4.7.2 Real Estate
4.7.3 Healthcare
4.7.4 Education
4.8 5G VR Industrial Application Market 2021 – 2026
4.8.1 Military
4.8.2 Engineering
4.8.3 Civil Aviation
4.8.4 Medical Industry
4.8.5 Agriculture
4.8.6 Government and Public Sector
5.0 Conclusions and Recommendations
Figures
Figure 1: 5G Network Features and Underlying Benefits
Figure 2: 4G Spectrum Evolution: 1G – 2G – 3G – 4G
Figure 3: 5G Spectrum Evolution: 4G – 4.5G – 4.5G Pro – 4.9G – 5G
Figure 4: 5G Ecosystem Architecture Components
Figure 5: LTE Foundation Architecture: LTE Advanced and LTE Advanced Pro
Figure 6: Licensed Assisted Access (LAA) Uplink Cell Range in Small Cells
Figure 7: Architecture of Shared Spectrum
Figure 8: Spectrum Sharing Prototype on LTE-U/LAA, LWA, CBRS/LSA and MultiFire
Figure 9: Narrowband 5G Path and Standard Release for Massive IoT
Figure 10: Multi-Connectivity Structure deployed over Small Cell and Macro
Figure 11: Next Generation OSS/BSS Architecture
Figure 12: Massive Element Antenna in Combination of Phantom Cell and Massive MIMO
Figure 13: Multiple Antenna and Beamforming Impact
Figure 14: Bandwidth and Latency Requirements for 5G Use Cases
Figure 15: WRC 15 and WRC 19 Spectrum Issues in 5G Network
Figure 16: IMT 2020 Requirements for URLLC
Figure 17: Flexible Unified Radio Interface for TTI, Integrated Sub-frame, and Dynamic Uplink and Downlink
Figure 18: Massive MIMO Concept
Figure 19: Massive MIMO: LTE Network to 5G NR Rel. 15
Figure 20: High Spectrum Band at Massive MIMO
Figure 21: Cloud RAN Architecture
Figure 22: Role of Satellite in 5G Communication System
Figure 23: 5G New Radio (NR) Release Timeline
Figure 24: Technology Requirements of 5G NR Standards
Figure 25: Enabling Technology of 5G NR
Figure 26: Mobile Broadband Performance Target in 5G NR
Figure 27: Virtual Cell and UE Centric Mobility in 5G NR
Figure 28: Self-Contained Sub-Frame Design Structure
Figure 29: NFV in H-RAN Solution
Figure 30: Self-Organizing Networks (SON) in H-RAN
Figure 31: H-RAN Application in 5G Systems
Figure 32: Centralized LS-CSSP Structure
Figure 33: Hybrid Architecture of SDN and SDR in 5G Network
Figure 34: Windowed OFDM Structure
Figure 35: Subcarrier Spacing Bandwidth Structure using FDD and TDD
Figure 36: Mobile IoT Technology and Equipment Categories over 4G and 4.5G
Figure 37: SDL Carrier over LTE Broadcast Service
Figure 38: Multi-Carrier Deployment with LTE Broadcast Carrier
Figure 39: Public Safety over LTE
Figure 40: IMT-2020 Timeline and Process
Figure 41: Requirements of IMT-2020
Figure 42: 3GPP SMARTER Service Dimensions
Figure 43: 3GPP Planned Release Timeline and Technical Specification
Figure 44: IMT-2020 Standardization Timeline
Figure 45: NGMN 5G Initiative Timeline
Figure 46: Global IIoT 5G Automation Market Value 2020 – 2025
Figure 47: Global Wireless IIoT 5G Device Deployment Base 2020 - 2025
Figure 48: Global Autonomous Robot Market 2018 – 2030
Figure 49: Global 5G Enabled Autonomous Robot Market 2022 – 2030
Figure 50: VR Base Market Segments, Sub-segments and Components
Figure 51: Global VR Base Market Combined Revenue 2021 – 2026
Figure 52: Global VR Base Market Combined Unit Shipment 2021 – 2026
Figure 53: Global VR Base Market Active User 2021 – 2026
Figure 54: Global 5G Accelerated Uptake Market Revenue 2021 – 2026
Figure 55: Global 5G Accelerated VR Uptake Unit Shipment 2021 – 2026
Figure 56: Global 5G Accelerated VR Uptake Active Users 2021 – 2026
Tables
Table 1: Comparison of 5G Spectrum Bands: Low vs. Mid vs. High Bands
Table 2: Components and Functions of OSS and BSS
Table 3: 5G Objectives, Target, and Technology Efforts
Table 4: European Union FP7 5G Projects
Table 5: 5G-PPP Projects Call-1
Table 6: 5GrEEn and 5GIC Projects in EU
Table 7: 5G Project Initiatives in United States
Table 8: Mobile Operators Conducting 5G Trials
Table 9: Global IIoT 5G Automation Market by Segment 2020 – 2025
Table 10: Global IIoT 5G Hardware and Equipment Market by Types of Device 2020 – 2025
Table 11: Global IIoT 5G Automation Market by Industry Vertical 2020 – 2025
Table 12: Global IIoT 5G Automation Market by Technology Application 2020 – 2025
Table 13: Global Wireless IIoT 5G Device Deployment by Types of Device 2020 – 2025
Table 14: Global Wireless IIoT 5G Device Deployment by Industry Vertical 2020 – 2025
Table 15: IIoT 5G Automation Market by Region 2020 – 2025
Table 16: IIoT 5G Automation Market by Leading Countries 2020 – 2025
Table 17: Wireless IIoT 5G Device Deployment by Region 2020 – 2025
Table 18: Wireless IIoT 5G Device Deployment by Leading Countries 2020 – 2025
Table 19: Europe IIoT 5G Automation Market by Segment 2020 – 2025
Table 20: Europe IIoT 5G Hardware and Equipment Market by Types of Device 2020 – 2025
Table 21: Europe IIoT 5G Automation Market by Industry Vertical 2020 – 2025
Table 22: Europe IIoT 5G Automation Market by Technology Application 2020 – 2025
Table 23: Europe Wireless IIoT 5G Deployment by Device Type 2020 – 2025
Table 24: Europe Wireless IIoT 5G Device Deployment by Industry Vertical 2020 – 2025
Table 25: North America IIoT 5G Automation Market by Segment 2020 – 2025
Table 26: North America IIoT 5G Hardware and Equipment Market by Types of Device 2020 – 2025
Table 27: North America IIoT 5G Automation Market by Industry Vertical 2020 – 2025
Table 28: North America IIoT 5G Automation Market by Technology Application 2020 – 2025
Table 29: North America Wireless IIoT 5G Deployment by Device Type 2020 – 2025
Table 30: North America Wireless IIoT 5G Device Deployment by Industry Vertical 2020 – 2025
Table 31: APAC IIoT 5G Automation Market by Segment 2020 – 2025
Table 32: APAC IIoT 5G Hardware and Equipment Market by Device Type 2020 – 2025
Table 33: APAC IIoT 5G Automation Market by Industry Vertical 2020 – 2025
Table 34: APAC IIoT 5G Automation Market by Technology Application 2020 – 2025
Table 35: APAC Wireless IIoT 5G Device Deployment by Device Type 2020 – 2025
Table 36: APAC Wireless IIoT 5G Device Deployment by Industry Vertical 2020 – 2025
Table 37: Global 5G Enabled Autonomous Robot Market by Category 2022 – 2030
Table 38: 5G Enabled Autonomous Robot Market by Region 2022 – 2030
Table 39: North America 5G Enabled Autonomous Robot Market by Category 2022 – 2030
Table 40: Europe 5G Enabled Autonomous Robot Market by Category 2022 – 2030
Table 41: APAC 5G Enabled Autonomous Robot Market by Category 2022 – 2030
Table 42: VR 5G Accelerated Uptake Market by Segment 2021 – 2026
Table 43: VR 5G Accelerated Hardware Uptake Market by Segment 2021 – 2026
Table 44: VR 5G Accelerated Device Uptake Market by Segment 2021 - 2026
Table 45: VR 5G Accelerated Components Uptake Market by Segment 2021 – 2026
Table 46: VR 5G Accelerated Software Uptake Market by Application 2021 – 2026
Table 47: VR 5G Accelerated Uptake Unit Shipment by Segment 2021 – 2026
Table 48: VR 5G Accelerated Uptake Unit Shipment by Devices 2021 - 2026
Table 49: VR 5G Accelerated Uptake Shipments by Component 2021 - 2026
Table 50: VR 5G Accelerated Uptake Shipments by App 2021 – 2026
Table 51: VR 5G Accelerated Uptake Users by Segment 2021 – 2026
Table 52: VR 5G Accelerated Uptake User by Device 2021 - 2026
Table 53: VR 5G Accelerated Uptake Users by Application 2021 - 2026
Table 54: VR 5G Accelerated Uptake Market by Region 2021 - 2026
Table 55: VR 5G Accelerated Uptake Units by Region 2021 - 2026
Table 56: VR 5G Accelerated Uptake Users by Region 2021 – 2026
Table 57: VR 5G Accelerated Uptake Market by North America Country 2021 - 2026
Table 58: VR 5G Accelerated Uptake Units by North America Country 2021 - 2026
Table 59: VR 5G Accelerated Uptake Users by North America Country 2021 – 2026
Table 60: VR 5G Accelerated Uptake Market by APAC Country 2021 - 2026
Table 61: VR 5G Accelerated Uptake Units by APAC Country 2021 – 2026
Table 62: VR 5G Accelerated Uptake Users by APAC Country 2021 – 2026
Table 63: VR 5G Accelerated Uptake Market by Europe Country 2021 - 2026
Table 64: VR 5G Accelerated Uptake Units by Europe Country 2021 - 2026
Table 65: VR 5G Accelerated Uptake Users by Europe Country 2021 - 2026
Table 66: VR 5G Accelerated Software Uptake Market by Consumer Applications 2021 – 2026
Table 67: VR 5G Accelerated Uptake Consumer Apps by Industry 2021 - 2026
Table 68: VR 5G Accelerated Uptake Consumer Apps User by Industry 2021 - 2026
Table 69: VR 5G Accelerated Software Uptake Market by Enterprise Applications 2021 – 2026
Table 70: VR 5G Accelerated Uptake Enterprise Apps Shipment by Industry 2021 - 2026
Table 71: VR 5G Accelerated Uptake Enterprise Apps User by Industry 2021 – 2026
Table 72: VR 5G Accelerated Software Uptake Market by Industrial Applications 2021 - 2026
Table 73: VR 5G Accelerated Uptake Industrial Apps Shipment by Industry 2021 - 2026
Table 74: VR 5G Accelerated Uptake Industrial Apps User by Industry 2021 – 2026
Industrial Internet of Things (IIoT) Technologies, Solutions, and Services 2018 – 2023
1 Introduction
1.1 Scope of Research
1.2 Target Audience
1.3 Key Findings in Report
1.4 Companies in Report
2 Executive Summary
2.1 IIoT Markets by Region 2018 – 2023
2.2 IIoT Global Markets by Products 2018 – 2023
3 Overview
3.1 Defining Industrial Internet of Things
3.1.1 People, Processes, and Technology
3.1.2 IIoT and People
3.1.3 IIoT and Processes
3.1.4 IIoT and Technologies
3.2 Critical Focal Areas for IIoT Execution
3.3 IIoT Application Areas
3.3.1 Process Optimization
3.3.2 Enhance, Integrate and Scale existing Corporate IT Systems
3.3.3 Leverage Potential of Existing Infrastructure
3.4 Forming a Foundation for IIoT
3.4.1 Industrial Internet Consortium
3.4.2 Industry Leading Companies set the Pace
3.4.3 Industry Test Beds for IIoT
3.4.4 Industrial Internet Reference Architecture
3.5 Evaluating the Future Potential of IIoT
3.5.1 Cyber-security is a Critical Concern with IIoT
3.5.2 IIoT is Facilitating a Drive in Industrial Automation
3.5.3 Early IIoT Deployments to Benefit Existing Industries
3.5.4 IIoT will work in Collaboration to achieve Success
3.5.5 IIoT and the Fourth Industry Revolution
3.5.6 IIoT to Facilitate Transition to Smart Factories
3.5.7 Connected Factory: New Roles for Suppliers and Customers
3.5.8 IIoT and Product Transformation to an “as a Service” Economy
3.5.9 Intelligent Manufacturing: From Smart Factories to Smarter Factories
3.5.10 Teleoperation and Tele-robotics
3.5.11 IIoT and Fifth Generation (5G) Wireless
4 IIoT Technologies
4.1 Hardware Technologies
4.1.1 Hardware Development Platforms
4.1.2 Smart Sensors
4.2 Software Technologies
4.2.1 Connectivity Platforms
4.2.2 Data Storage Platforms
4.2.3 Data Analytics and Visualization Platforms
4.2.4 IoT Protocols
4.2.4.1 ZigBee
4.2.4.2 Message Queuing Telemetry Transport (MQTT)
4.2.4.3 XMPP Accelerates IoT
4.2.4.4 AMQP is Provides Rich Capabilities for Distributed Systems
4.2.4.5 DDS enables Network Interoperability in IoT
4.2.4.6 Thread
4.2.5 Next Generation Real Time Operating Systems (RTOS)
4.3 IIoT and Manufacturing Execution Systems (MES)
4.3.1 Role and Importance with IIoT
4.3.2 MES and Cyber-Physical Systems
4.3.3 MES in the Cloud and other Convergence
4.3.4 Future of IIoT Enabled MES
4.4 Network Technologies in IIoT
4.4.1 Wireless Local Area Network
4.4.2 Wireless Personal Area Network
4.4.3 Wireless Sensor Network
5 IIoT Global Market Analysis and Forecasts 2018 – 2023
5.1 IIoT Markets by Region 2018 – 2023
5.2 IIoT Global Markets by Products Offered 2018 – 2023
5.2.1 IIoT in Hardware in 2018 – 2023
5.2.1.1 Connectivity platforms
5.2.1.2 Sensor Infrastructures
5.2.1.3 Hardware Development Platforms
5.2.2 IIoT in Software in 2018 – 2023
5.2.2.1 Data Storage
5.2.2.2 Software Development Platforms and Apps
5.2.2.3 Data Analytics Platform
5.2.2.4 Cyber-security Solutions
5.2.3 IIoT in Services 2018 – 2023
5.2.3.1 Cloud based Services
5.2.3.2 Management and Consulting Services
5.3 IIoT Global Markets by Industry Sector 2018 – 2023
5.3.1 IIoT Deployments in Manufacturing Sector 2018 – 2023
5.3.2 Healthcare in IIoT 2018 – 2023
5.3.3 Automotive Industry in IIoT 2017 - 2002
5.3.4 Retail Industry in IIoT 2018 – 2023
5.3.5 Oil and Gas Industry in IIoT 2018 – 2023
5.3.6 IIoT in Cargo and Logistic Sector 2018 – 2023
5.3.7 IIoT in Utilities Sector 2018 – 2023
5.3.8 IIoT in Hospitality Sector 2018 – 2023
5.4 Market for Teleoperation and Tele-robotics in IIoT
5.4.1 IIoT Teleoperation and Tele-robotics Solutions by Segment
5.4.2 IIoT Teleoperation and Tele-robotics Solutions by Region
5.4.3 IIoT Teleoperation and Tele-robotics Solutions by Tech and App
5.4.4 IIoT Teleoperation and Tele-robotics Solution by Industry Vertical
5.4.5 Artificial Intelligence in IIoT Teleoperation and Tele-robotics Solutions
6 Company Analysis
6.1 AGT International
6.2 ARM Holdings
6.3 AT&T Inc.
6.3.1 AT&T Machine to Machine Solutions
6.3.2 AT&T M2X
6.4 B+B SmartWorx
6.5 Bayshore Networks
6.6 Bosch
6.6.1 Bosch Connected Devices and Solutions GmbH
6.6.2 Bosch Software Innovations: Bosch IoT Suite
6.7 Cisco System Inc.
6.7.1 Cisco Industrial Networks
6.7.2 Cisco Embedded Networks
6.7.3 Management and Application Enablement
6.7.4 Physical and Cyber Cyber-security
6.7.5 Cisco IIoT Solutions
6.8 Contiki
6.9 Digi International
6.10 Echelon Corporation
6.10.1 Echelon’s IzoT Platform
6.11 Elecsys Corporation
6.12 General Electric
6.12.1 GE Predicitvity Solution
6.12.2 GE Predix Platform
6.13 Jasper Technologies Inc. (Cisco)
6.14 Lynx Software Technologies, Inc.
6.15 Object Management Group (OMG)
6.15.1 Data Distribution Service (DDS)
6.15.2 Dependability Assurance Framework for Safety-Sensitive Consumer Devices
6.15.3 Threat Modelling
6.15.4 Structured Assurance Case Meta-model (SACM)
6.15.5 Unified Component Model for Distributed, Real-Time and Embedded Systems (UCM)
6.15.6 Automated Source Code CWE-SANS Top 25-Based Cyber-security Measure
6.15.7 Oil and Gas Risk Management
6.16 OneM2M Partners
6.17 ParStream (Cisco)
6.18 RIOT
6.19 Real Time Innovation (RTI)
6.19.1 RTI Connext DDS
6.19.2 RTI Industrial IoT FastTrax Program
6.20 Sensata Technologies
6.21 Symantec
6.22 Unisys Corporation
6.23 Wind River
6.24 Worldsensing
6.25 Wovyn LLC.
Figures
Figure 1: IIoT Impact on Automation and Processes
Figure 2: Four Pillars of IIoT Execution
Figure 3: IoT Framework
Figure 4: 5G and IIoT
Figure 5: Requirements for Wireless IIoT Access Technology
Figure 6: Hardware Systems used in IIoT
Figure 7: Software Solutions used in IIoT
Figure 8: Smart Sensor Components
Figure 9: Smart Sensor Model
Figure 10: Smart Sensor Model with Functional Partitioning
Figure 11: IoT Data Processing Flow
Figure 12: Sensor Node Components
Figure 13: Wireless Sensor Network Topologies
Figure 14: Global IIoT Market 2018 – 2023
Figure 15: IIoT Regional Markets 2018 – 2023
Figure 16: IIoT Deployments in Manufacturing Sector 2018 – 2023
Figure 17: IIoT Deployments in Manufacturing Sector by Region2018 – 2023
Figure 18: IIoT Deployments in Healthcare Sector 2018 – 2023
Figure 19: IIoT Deployments in Healthcare Sector by Region 2018 – 2023
Figure 20: IIoT Deployments in Automotive Sector 2018 – 2023
Figure 21: IIoT Deployments in Automotive Sector by Regions 2018 – 2023
Figure 22: IIoT Deployments in Retail Sector 2018 – 2023
Figure 23: IIoT Deployments in Retail Sector by Region 2018 – 2023
Figure 24: IIoT Deployments in Oil and Gas Sector 2018 – 2023
Figure 25: IIoT Deployments in Oil and Gas Sector by Region 2018 – 2023
Figure 26: IIoT Deployments in Cargo and Logistics Sector 2018 – 2023
Figure 27: IIoT Deployments in Cargo and Logistics Sector by Region 2018 – 2023
Figure 28: IIoT in Utilities Sector 2018 – 2023
Figure 29: IIoT in Utility Sector by Region 2018 – 2023
Figure 30: IIoT in Hospitality Sector 2018 – 2023
Figure 31: IIoT in Hospitality Sector by Region 2018 – 2023
Figure 32: Embedded Systems and IIoT
Figure 33: Managing Devices, Processes, and End-users in IIoT
Figure 34: IIoT Management Platform: Cloud, Connectivity, and Devices
Figure 35: Fourth Generation Automation Software
Tables
Table 1: Leading Proprietary RTOS in Embedded Systems
Table 2: Global IIoT Market 2018 – 2023
Table 3: IIoT Regional Markets 2018 – 2023
Table 4: IIoT Markets by Product Segment 2018 – 2023
Table 5: IIoT Regional Markets by Product Sub-segment 2018 – 2023
Table 6: Connectivity Platforms by Industry Sector 2017 -2022
Table 7: Connectivity Platforms by Regions 2017 -2022
Table 8: Sensor Infrastructure by Industry Sector 2017 -2022
Table 9: Sensor Infrastructure by Region 2017 -2022
Table 10: Hardware Platforms by Industry Sector 2017 -2022
Table 11: Hardware Platforms by Region 2017 -2022
Table 12: Data Storage by Industry Sector 2017 -2022
Table 13: Data Storage by Region 2017 -2022
Table 14: Software Development Platforms and Apps by Industry Sector 2017 -2022
Table 15: Software Development Platforms and Apps by Region 2017 -2022
Table 16: Data Analytics platform by Industry Sector 2017 -2022
Table 17: Data Analytics platform by Region 2017 -2022
Table 18: Cyber-security Solutions by Industry Sector 2017 -2022
Table 19: Cyber-security Solutions by Region 2017 -2022
Table 20: Cloud based Services by Industry Sector 2017 -2022
Table 21: Cloud based Services by Region 2017 -2022
Table 22: Management and Consulting Services by Industry Sector 2017 -2022
Table 23: Management and Consulting Services by Region 2017 -2022
Table 24: IIoT Global Markets for Industry Sector 2018 – 2023
Table 25: IIoT Deployments in Manufacturing Sector 2018 – 2023
Table 26: IIoT Deployments in Manufacturing Sector by Region 2018 – 2023
Table 27: IIoT Deployments in Manufacturing Sector by Product sub-segment 2018 – 2023
Table 28: IIoT Deployments in Healthcare Sector 2016 – 2021
Table 29: IIoT Deployments in Healthcare Sector by Region 2018 – 2023
Table 30: IIoT Deployments in Healthcare Sector by Product sub-segments 2018 – 2023
Table 31: IIoT Deployments in Automotive Sector 2018 – 2023
Table 32: IIoT Deployments in Automotive Sector by Region 2018 – 2023
Table 33: IIoT Deployments in Automotive Sector by Product Sub-segment 2018 – 2023
Table 34: IIoT Deployments in Retail Sector 2018 – 2023
Table 35: IIoT Deployments in Retail Sector by Region 2018 – 2023
Table 36: IIoT Deployments in Retail Sector by Product Sub-segment 2018 – 2023
Table 37: IIoT Deployments in Oil and Gas Sector 2018 – 2023
Table 38: IIoT Deployments in Oil and Gas Sector by Region 2018 – 2023
Table 39: IIoT Deployments in Oil and Gas by Product Sub-segment 2018 – 2023
Table 40: IIoT Deployments in Cargo and Logistics Sector 2018 – 2023
Table 41: IIoT Deployments in Cargo and Logistics Sector by Region 2018 – 2023
Table 42: IIoT Deployments in Cargo and Logistics Sector by Product Sub-segment 2018 – 2023
Table 43: IIoT in Utility Sector 2018 – 2023
Table 44: IIoT in Utility Sector by Region 2018 – 2023
Table 45: IIoT in Utility Sector by Product Sub-segment 2018 – 2023
Table 46: IIoT in Hospitality Sector 2018 – 2023
Table 47: IIoT in Hospitality Sector by Region 2018 – 2023
Table 48: IIoT in Hospitality Sector by Product Sub-segment 2018 – 2023
Table 49: Teleoperation and Tele-robotics Solution by Segment 2018 – 2023
Table 50: Teleoperation and Tele-robotics Solution Market by Region 2018 – 2023
Table 51: Teleoperation and Tele-robotics by Sector/Tech/App 2018 – 2023
Table 52: Teleoperation and Tele-robotics Solution by Industry Vertical 2018 – 2023
Table 53: AI in Teleoperation and Tele-robotics Software Market
3D Printing Market Outlook and Forecasts 2018 – 2023
1 Introduction
1.1 3D Printing or Additive Manufacturing
1.2 Traditional Manufacturing vs. Additive Manufacturing
1.3 3D Printing Process
1.4 3D Printing Business Benefits
1.4.1 Creation of Complex Design
1.4.2 High Level of Customization
1.4.3 Keep Fixed Costs Low following Single Tool Process
1.4.4 Prototyping Process Much Faster and Increase Time of Market
1.4.5 Help Businesses Reduce Waste
1.4.6 Enterprise Usage Benefits
1.5 3D Printing Business Drivers
1.5.1 Personalization in Manufacturing
1.5.2 Collaborative Design and Development
1.5.3 Sustainability in Manufacturing Process
1.6 3D Printing SWOT Analysis
1.6.1 Strengths and Opportunities
1.6.2 Weakness and Threats
1.7 3D Printing Investment Trend Analysis
1.7.1 Regional Investment Trend
1.7.2 Corporate Investment Trend
1.7.3 Government Investment Trend
1.7.4 Emerging Investment Opportunity
1.7.5 3D Printing Risk Exposure Analysis
1.7.6 Merger and Acquisition Analysis
1.7.7 Industry Funding Analysis
1.8 Patent Analysis
2 Technology and Market Analysis
2.1 3D Printing Technology
2.1.1 Powder Bed Fusion
2.1.2 Fused Deposition Modelling
2.1.3 Stereo Lithography
2.1.4 Jetting Technology
2.1.5 Digital Light Processing
2.1.6 Continuous Liquid Interface Production
2.1.7 Fusion Jet
2.1.8 Selective Deposition Lamination
2.1.9 Laminated Object Manufacturing
2.1.10 Fused Filament Fabrication
2.1.11 Inkjet Printing
2.1.12 Laser Metal Deposition
2.2 Industrial vs. Desktop 3D Printer
2.3 3D Printer Pricing and Order Value Analysis
2.4 3D Printing Raw Material
2.4.1 Polymer
2.4.2 Metals and Alloy
2.4.3 Ceramics
2.4.4 Other Materials
2.5 3D Printing Software and Service
2.5.1 Embedded AI Software
2.6 3D Printing Online Service
2.7 3D Printing Commercial vs. Personal Use
3  Ecosystem and Value Chain Analysis
3.1 3D Printing Value Chain and Elements
3.1.1 Multi-material vs. Mesostructure Material
3.2 Emerging 3D Printing Ecosystem
3.2.1 Object Distribution
3.2.2 Printer Control Systems
3.2.3 Printer Access Networks
3.2.4 IoT and Artificial Intelligence
3.3 3D Printing Competitive Landscape
3.3.1 3D Printer Manufacturers
3.3.2 3D Printing Service Providers
3.3.3 3D Printing Marketplace Providers
3.3.4 3D Printing Application Providers
3.3.5 3D Scanner Manufacturers
3.3.6 3D Printing CAD Software Providers
3.3.7 3D Printing Raw Material providers
3.3.8 3D Printing Network Providers
3.3.9 3D Printing Communities
3.4  3D Printing Vendor Market Share
4 Applications, Use Cases, and Market Outlook
4.1 3D Printing Application
4.2 3D Printing Process
4.3 3D Printing End User Industry
4.4 3D Printing Use Case
4.4.1 Power, Energy, and Engineering Sector
4.4.2 Automotive Sector
4.4.3 Consumer, Retail, and Fashion Sector
4.5 3D Printing Future Market
4.5.1 Accelerate Industry 4.0
4.5.2 Multi-Material and Cheaper 3D Printer
4.5.3 3D Community Modeling
4.5.4 3D PrinTable Consumer Things
5 3D Printing Market Analysis and Forecasts
5.1 Global 3D Printing Market Forecasts 2018 - 2023
5.1.1 Combined 3D Printing Market
5.1.2 3D Printing Market by Segment
5.1.3 3D Printing Market by Technology
5.1.4 3D Printing Market by Use
5.1.5 3D Printing Market by Application Type
5.1.6 3D Printing Market by Process Type
5.1.7 3D Printing Market by Industry Vertical
5.2  Regional 3D Printing Market Forecasts 2018 - 2023
5.2.1 3D Printing Market by Region
5.2.2 North America 3D Printing Market by Hardware, Raw Material, Embedded AI Software, Service, Online Printing Service, Connectivity Technology, Printing Technology, Type of Use, Application Type, Process Type, Industry Vertical, and Leading Countries
5.2.3 Europe 3D Printing Market by Hardware, Raw Material, Embedded AI Software, Service, Online Printing Service, Connectivity Technology, Printing Technology, Type of Use, Application Type, Process Type, Industry Vertical, and Leading Countries
5.2.4 APAC 3D Printing Market by Hardware, Raw Material, Embedded AI Software, Service, Online Printing Service, Connectivity Technology, Printing Technology, Type of Use, Application Type, Process Type, Industry Vertical, and Leading Countries
5.2.5 MEA 3D Printing Market by Hardware, Raw Material, Embedded AI Software, Service, Online Printing Service, Connectivity Technology, Printing Technology, Type of Use, Application Type, Process Type, Industry Vertical, and Leading Countries
5.2.6 Latin America 3D Printing Market by Hardware, Raw Material, Embedded AI Software, Service, Online Printing Service, Connectivity Technology, Printing Technology, Type of Use, Application Type, Process Type, Industry Vertical, and Leading Countries
5.3 3D Printer Unit Shipment Forecasts 2018 - 2023
5.3.1 Combined 3D Printer Unit Shipment
5.3.2 3D Printer Unit Shipment by Printer Type
5.3.3 3D Printer Unit Shipment by Use
5.3.4 3D Printer Unit Shipment by Industry Vertical
5.3.5 3D Printer Unit Shipment by Region
5.4  3D Printing Raw Materials Supply Forecasts 2018 - 2023
5.4.1 Combined 3D Printing Raw Material Supply
5.4.2 3D Printing Raw Material Supply by Type
5.4.3 3D Printing Raw Material Supply by Form
5.4.4 3D Printing Raw Material Supply by Printer Type
5.4.5 3D Printing Raw Material Supply by Industry Vertical
5.4.6 3D Printing Raw Material Supply by Region
6  Company and Solution Analysis
6.1 3D Systems Inc.
6.2 Arcam AB
6.3 Stratasys Ltd.
6.4 Autodesk Inc.
6.5 Hoganas AB
6.6 Organovo Holdings Inc.
6.7 MCOR Technologies Ltd
6.8 Voxeljet AG
6.9 EnvisionTEC Inc.
6.10 EOS GmbH Electro Optical Systems
6.11 ExOne Company
6.12 Ultimaker BV
6.13 Concept Laser GmbH
6.14 Canon Inc.
6.15 Dassault Systemes
6.16 GE Additive
6.17 Hewlett-Packard Development Company L.P.
6.18 Optomec Inc.
6.19 SLM Solutions Group AG
6.20 Solidscape Inc.
7 Conclusions and Recommendations
7.1 3D Printer and Material Providers
7.2 Artificial Intelligence Providers
7.3 Broadband Infrastructure Providers
7.4 Communication Service Providers
7.5 Computing Companies
7.6 Data Analytics Providers
7.7 Networking Equipment Providers
7.8 Networking Security Providers
7.9 Semiconductor Companies
7.10 IoT Suppliers and Service Providers
7.11 Software and Platform Providers
7.12 Automotive Companies
Figures
Figure 1: SLA-1: World’s First 3D Printer
Figure 2: 3D Printing Process
Figure 3: 3D Printing Enterprise Usage Benefits
Figure 4: 3D Printing Adoption and Impact Timeline
Figure 5: 3D Printed AI Powered Auto Chasis
Figure 6: 3D Printing Annual Industry Funding by Category
Figure 7: PBF Technology Process
Figure 8: FDM Technology Process
Figure 9: SLA Technology Process
Figure 10: Material Jetting Technology Process
Figure 11: Binder Jetting Technology Process
Figure 12: DLP Technology Process
Figure 13: CLIP Technology Process
Figure 14: Fusion Jet Technology Process
Figure 15: SDL Technology Process
Figure 16: LOM Technology Process
Figure 17: FFF Technology Process
Figure 18: Inkjet Printing Technology Process
Figure 19: LMD Technology Process
Figure 20: Top Printing Cities 2017
Figure 21: 3D Printer Price for Consumer, Enterprise, and Industrial Market
Figure 22: 3D Printing Average Order Value by Industry
Figure 23: 3D Printing Average Order Value by Employee Size
Figure 24: 3D Printing Value Chain
Figure 25: Mesostructure Material Design
Figure 26: 3D Printing Competitive Landscape
Figure 27: 3D Printing Vendor Market Share
Figure 28: 3D Printing Application by Industry
Figure 29: 3D Printed Objects for Daily Lives
Figure 30: Global 3D Printing Market 2018 – 2023
Figure 31: Global 3D Printing Market Yearly Growth 2018 - 2023
Figure 32: Global 3D Printer Unit Shipment 2018 – 2023
Figure 33: Global 3D Printer Unit Shipment Yearly Growth 2018 - 2023
Figure 34: Global 3D Printing Raw Material Supply 2018 – 2023
Figure 35: Global 3D Printing Raw Material Supply Yearly Growth 2018 - 2023
Tables
Table 1: Public Investment in 3D Printing System
Table 2: 3D Printing Technology Original Patent and Expiry Timeline
Table 3: 3D Printing Patent by Technology and Top Player
Table 4: Top Ten Patent Companies by Region
Table 5: Popular Desktop and Industrial Printer Model by Technology
Table 8: Global 3D Printing Market by Segment 2018 – 2023
Table 9: Market Share of Global 3D Printing Market by Segment
Table 10: Global 3D Printing Market by Hardware Type 2018 – 2023
Table 11: Market Share of Global 3D Printing Market by Hardware
Table 12: Global 3D Printing Product Market by Printer Type 2018 – 2023
Table 13: Market Share of Global 3D Printing Product Market by Printer Type
Table 14: Global 3D Printing Raw Material Market by Type 2018 – 2023
Table 15: Market Share of Global 3D Printing Raw Material Market by Type
Table 16: Global 3D Printing Raw Material Market by Polymers Type 2018 – 2023
Table 17: Market Share of Global 3D Printing Raw Material Market by Polymers Type
Table 18: Global 3D Printing Raw Material Market by Polyethylene Type 2018 – 2023
Table 19: Market Share of Global 3D Printing Raw Material Market by Polyethylene Type
Table 20: Global 3D Printing Raw Material Market by Metals and Alloy Type 2018 – 2023
Table 21: Market Share of Global 3D Printing Raw Material Market by Metals and Alloy Type
Table 22: Global 3D Printing Raw Material Market by Ceramics Type 2018 – 2023
Table 23: Market Share of Global 3D Printing Raw Material Market by Ceramics Type
Table 24: Global 3D Printing Raw Material Market by Form 2018 – 2023
Table 25: Market Share of Global 3D Printing Raw Material Market by Form
Table 26: Global 3D Printing Market by Software Type 2018 – 2023
Table 27: Market Share of Global 3D Printing Market by Software Type
Table 28: Global 3D Printing Market by Embedded AI Software 2018 – 2023
Table 29: Global 3D Printing Embedded AI Software Market by AI Technology 2018 – 2023
Table 30: Market Share of Global 3D Printing Embedded AI Software Market by AI Technology
Table 31: Global 3D Printing Market by Service Type 2018 – 2023
Table 32: Market Share of Global 3D Printing Market by Service Type
Table 33: Global 3D Printing Market by Professional Service Type 2018 – 2023
Table 34: Market Share of Global 3D Printing Market by Professional Service Type
Table 35: Global 3D Printing Professional Service Market by Printing Type 2018 – 2023
Table 36: Market Share of Global 3D Printing Professional Service Market by Printing Type
Table 37: Global 3D Printing Online Service Market by Connectivity Technology 2018 – 2023
Table 38: Market Share of Global 3D Printing Online Service Market by Connectivity Technology
Table 39: Global 3D Printing Online Service Market by Cellular Connectivity Technology 2018 – 2023
Table 40: Market Share of Global 3D Printing Online Service Market by Cellular Connectivity Technology
Table 41: Global 3D Printing Market by Technology 2018 – 2023
Table 42: Market Share of Global 3D Printing Market by Technology
Table 43: Global 3D Printing Market by PBF Technology Type 2018 – 2023
Table 44: Market Share of Global 3D Printing Market by PBF Technology Type
Table 45: Global 3D Printing Market by Jetting Technology Type 2018 – 2023
Table 46: Market Share of Global 3D Printing Market by Jetting Technology Type
Table 47: Global 3D Printing Market by Use 2018 – 2023
Table 48: Market Share of Global 3D Printing Market by Use
Table 49: Global 3D Printing Market by Application Type 2018 – 2023
Table 50: Market Share of Global 3D Printing Market by Application Type
Table 51: Global 3D Printing Application Market by Production Type 2018 – 2023
Table 52: Market Share of Global 3D Printing Application Market by Production Type
Table 53: Global 3D Printing Market by Process Type 2018 – 2023
Table 54: Market Share of Global 3D Printing Market by Process Type
Table 55: Global 3D Printing Market by Industry Vertical 2018 – 2023
Table 56: Market Share of Global 3D Printing Market by Industry Vertical
Table 57: 3D Printing Market by Region 2018 – 2023
Table 58: Market Share of 3D Printing Market by Region
Table 59: North America 3D Printing Market by Segment 2018 – 2023
Table 60: North America 3D Printing Market by Hardware Type 2018 – 2023
Table 61: North America 3D Printing Product Market by Printer Type 2018 – 2023
Table 62: North America 3D Printing Raw Material Market by Type 2018 – 2023
Table 63: North America 3D Printing Raw Material Market by Polymers Type 2018 – 2023
Table 64: North America 3D Printing Raw Material Market by Polyethylene Type 2018 – 2023
Table 65: North America 3D Printing Raw Material Market by Metals and Alloy Type 2018 – 2023
Table 66: North America 3D Printing Raw Material Market by Ceramics Type 2018 – 2023
Table 67: North America 3D Printing Raw Material Market by Form 2018 – 2023
Table 68: North America 3D Printing Market by Software Type 2018 – 2023
Table 69: North America 3D Printing Market by Embedded AI Software 2018 – 2023
Table 70: North America 3D Printing Embedded AI Software Market by AI Technology 2018 – 2023
Table 71: North America 3D Printing Market by Service Type 2018 – 2023
Table 72: North America 3D Printing Market by Professional Service Type 2018 – 2023
Table 73: North America 3D Printing Professional Service Market by Printing Type 2018 – 2023
Table 74: North America 3D Printing Online Service Market by Connectivity Technology 2018 – 2023
Table 75: North America 3D Printing Online Service Market by Cellular Connectivity Technology 2018 – 2023
Table 76: North America 3D Printing Market by Technology 2018 – 2023
Table 77: North America 3D Printing Market by PBF Technology Type 2018 – 2023
Table 78: North America 3D Printing Market by Jetting Technology Type 2018 – 2023
Table 79: North America 3D Printing Market by Use 2018 – 2023
Table 80: North America 3D Printing Market by Application Type 2018 – 2023
Table 81: North America 3D Printing Application Market by Production Type 2018 – 2023
Table 82: North America 3D Printing Market by Process Type 2018 – 2023
Table 83: North America 3D Printing Market by Industry Vertical 2018 – 2023
Table 84: North America 3D Printing Market by Country 2018 – 2023
Table 85: Market Share of North America 3D Printing Market by Country
Table 86: Europe 3D Printing Market by Segment 2018 – 2023
Table 87: Europe 3D Printing Market by Hardware Type 2018 – 2023
Table 88: Europe 3D Printing Product Market by Printer Type 2018 – 2023
Table 89: Europe 3D Printing Raw Material Market by Type 2018 – 2023
Table 90: Europe 3D Printing Raw Material Market by Polymers Type 2018 – 2023
Table 91: Europe 3D Printing Raw Material Market by Polyethylene Type 2018 – 2023
Table 92: Europe 3D Printing Raw Material Market by Metals and Alloy Type 2018 – 2023
Table 93: Europe 3D Printing Raw Material Market by Ceramics Type 2018 – 2023
Table 94: Europe 3D Printing Raw Material Market by Form 2018 – 2023
Table 95: Europe 3D Printing Market by Software Type 2018 – 2023
Table 96: Europe 3D Printing Market by Embedded AI Software 2018 – 2023
Table 97: Europe 3D Printing Embedded AI Software Market by AI Technology 2018 – 2023
Table 98: Europe 3D Printing Market by Service Type 2018 – 2023
Table 99: Europe 3D Printing Market by Professional Service Type 2018 – 2023
Table 100: Europe 3D Printing Professional Service Market by Printing Type 2018 – 2023
Table 101: Europe 3D Printing Online Service Market by Connectivity Technology 2018 – 2023
Table 102: Europe 3D Printing Online Service Market by Cellular Connectivity Technology 2018 – 2023
Table 103: Europe 3D Printing Market by Technology 2018 – 2023
Table 104: Europe 3D Printing Market by PBF Technology Type 2018 – 2023
Table 105: Europe 3D Printing Market by Jetting Technology Type 2018 – 2023
Table 106: Europe 3D Printing Market by Use 2018 – 2023
Table 107: Europe 3D Printing Market by Application Type 2018 – 2023
Table 108: Europe 3D Printing Application Market by Production Type 2018 – 2023
Table 109: Europe 3D Printing Market by Process Type 2018 – 2023
Table 110: Europe 3D Printing Market by Industry Vertical 2018 – 2023
Table 111: Europe 3D Printing Market by Country 2018 – 2023
Table 112: Market Share of Europe 3D Printing Market by Country
Table 113: APAC 3D Printing Market by Segment 2018 – 2023
Table 114: APAC 3D Printing Market by Hardware Type 2018 – 2023
Table 115: APAC 3D Printing Product Market by Printer Type 2018 – 2023
Table 116: APAC 3D Printing Raw Material Market by Type 2018 – 2023
Table 117: APAC 3D Printing Raw Material Market by Polymers Type 2018 – 2023
Table 118: APAC 3D Printing Raw Material Market by Polyethylene Type 2018 – 2023
Table 119: APAC 3D Printing Raw Material Market by Metals and Alloy Type 2018 – 2023
Table 120: APAC 3D Printing Raw Material Market by Ceramics Type 2018 – 2023
Table 121: APAC 3D Printing Raw Material Market by Form 2018 – 2023
Table 122: APAC 3D Printing Market by Software Type 2018 – 2023
Table 123: APAC 3D Printing Market by Embedded AI Software 2018 – 2023
Table 124: APAC 3D Printing Embedded AI Software Market by AI Technology 2018 – 2023
Table 125: APAC 3D Printing Market by Service Type 2018 – 2023
Table 126: APAC 3D Printing Market by Professional Service Type 2018 – 2023
Table 127: APAC 3D Printing Professional Service Market by Printing Type 2018 – 2023
Table 128: APAC 3D Printing Online Service Market by Connectivity Technology 2018 – 2023
Table 129: APAC 3D Printing Online Service Market by Cellular Connectivity Technology 2018 – 2023
Table 130: APAC 3D Printing Market by Technology 2018 – 2023
Table 131: APAC 3D Printing Market by PBF Technology Type 2018 – 2023
Table 132: APAC 3D Printing Market by Jetting Technology Type 2018 – 2023
Table 133: APAC 3D Printing Market by Use 2018 – 2023
Table 134: APAC 3D Printing Market by Application Type 2018 – 2023
Table 135: APAC 3D Printing Application Market by Production Type 2018 – 2023
Table 136: APAC 3D Printing Market by Process Type 2018 – 2023
Table 137: APAC 3D Printing Market by Industry Vertical 2018 – 2023
Table 138: APAC 3D Printing Market by Country 2018 – 2023
Table 139: Market Share of APAC 3D Printing Market by Country
Table 140: MEA 3D Printing Market by Segment 2018 – 2023
Table 141: MEA 3D Printing Market by Hardware Type 2018 – 2023
Table 142: MEA 3D Printing Product Market by Printer Type 2018 – 2023
Table 143: MEA 3D Printing Raw Material Market by Type 2018 – 2023
Table 144: MEA 3D Printing Raw Material Market by Polymers Type 2018 – 2023
Table 145: MEA 3D Printing Raw Material Market by Polyethylene Type 2018 – 2023
Table 146: MEA 3D Printing Raw Material Market by Metals and Alloy Type 2018 – 2023
Table 147: MEA 3D Printing Raw Material Market by Ceramics Type 2018 – 2023
Table 148: MEA 3D Printing Raw Material Market by Form 2018 – 2023
Table 149: MEA 3D Printing Market by Software Type 2018 – 2023
Table 150: MEA 3D Printing Market by Embedded AI Software 2018 – 2023
Table 151: MEA 3D Printing Embedded AI Software Market by AI Technology 2018 – 2023
Table 152: MEA 3D Printing Market by Service Type 2018 – 2023
Table 153: MEA 3D Printing Market by Professional Service Type 2018 – 2023
Table 154: MEA 3D Printing Professional Service Market by Printing Type 2018 – 2023
Table 155: MEA 3D Printing Online Service Market by Connectivity Technology 2018 – 2023
Table 156: MEA 3D Printing Online Service Market by Cellular Connectivity Technology 2018 – 2023
Table 157: MEA 3D Printing Market by Technology 2018 – 2023
Table 158: MEA 3D Printing Market by PBF Technology Type 2018 – 2023
Table 159: MEA 3D Printing Market by Jetting Technology Type 2018 – 2023
Table 160: MEA 3D Printing Market by Use 2018 – 2023
Table 161: MEA 3D Printing Market by Application Type 2018 – 2023
Table 162: MEA 3D Printing Application Market by Production Type 2018 – 2023
Table 163: MEA 3D Printing Market by Process Type 2018 – 2023
Table 164: MEA 3D Printing Market by Industry Vertical 2018 – 2023
Table 165: MEA 3D Printing Market by Country 2018 – 2023
Table 166: Market Share of MEA 3D Printing Market by Country
Table 167: Latin America 3D Printing Market by Segment 2018 – 2023
Table 168: Latin America 3D Printing Market by Hardware Type 2018 – 2023
Table 169: Latin America 3D Printing Product Market by Printer Type 2018 – 2023
Table 170: Latin America 3D Printing Raw Material Market by Type 2018 – 2023
Table 171: Latin America 3D Printing Raw Material Market by Polymers Type 2018 – 2023
Table 172: Latin America 3D Printing Raw Material Market by Polyethylene Type 2018 – 2023
Table 173: Latin America 3D Printing Raw Material Market by Metals and Alloy Type 2018 – 2023
Table 174: Latin America 3D Printing Raw Material Market by Ceramics Type 2018 – 2023
Table 175: Latin America 3D Printing Raw Material Market by Form 2018 – 2023
Table 176: Latin America 3D Printing Market by Software Type 2018 – 2023
Table 177: Latin America 3D Printing Market by Embedded AI Software 2018 – 2023
Table 178: Latin America 3D Printing Embedded AI Software Market by AI Technology 2018 – 2023
Table 179: Latin America 3D Printing Market by Service Type 2018 – 2023
Table 180: Latin America 3D Printing Market by Professional Service Type 2018 – 2023
Table 181: Latin America 3D Printing Professional Service Market by Printing Type 2018 – 2023
Table 182: Latin America 3D Printing Online Service Market by Connectivity Technology 2018 – 2023
Table 183: Latin America 3D Printing Online Service Market by Cellular Connectivity Technology 2018 – 2023
Table 184: Latin America 3D Printing Market by Technology 2018 – 2023
Table 185: Latin America 3D Printing Market by PBF Technology Type 2018 – 2023
Table 186: Latin America 3D Printing Market by Jetting Technology Type 2018 – 2023
Table 187: Latin America 3D Printing Market by Use 2018 – 2023
Table 188: Latin America 3D Printing Market by Application Type 2018 – 2023
Table 189: Latin America 3D Printing Application Market by Production Type 2018 – 2023
Table 190: Latin America 3D Printing Market by Process Type 2018 – 2023
Table 191: Latin America 3D Printing Market by Industry Vertical 2018 – 2023
Table 192: Latin America 3D Printing Market by Country 2018 – 2023
Table 193: Market Share of Latin America 3D Printing Market by Country
Table 194: Global 3D Printer Unit Shipment by Printer Type 2018 – 2023
Table 195: Market Share of Global 3D Printer Unit Shipment by Printer Type
Table 196: Global 3D Printer Unit Shipment by Use 2018 – 2023
Table 197: Market Share of Global 3D Printer Unit Shipment by Use
Table 198: Global 3D Printer Unit Shipment by Industry Vertical 2018 – 2023
Table 199: Market Share of Global 3D Printer Unit Shipment by Industry Vertical
Table 200: Global 3D Printer Unit Shipment by Region 2018 – 2023
Table 201: Market Share of Global 3D Printer Unit Shipment by Region
Table 202: North America 3D Printer Unit Shipment by Country 2018 – 2023
Table 203: Market Share of North America 3D Printer Unit Shipment by Country
Table 204: Europe 3D Printer Unit Shipment by Country 2018 – 2023
Table 205: Market Share of Europe 3D Printer Unit Shipment by Country
Table 206: APAC 3D Printer Unit Shipment by Country 2018 – 2023
Table 207: Market Share of APAC 3D Printer Unit Shipment by Country
Table 208: MEA 3D Printer Unit Shipment by Country 2018 – 2023
Table 209: Market Share of MEA 3D Printer Unit Shipment by Country
Table 210: Latin America 3D Printer Unit Shipment by Country 2018 – 2023
Table 211: Market Share of Latin America 3D Printer Unit Shipment by Country
Table 212: Global 3D Printing Raw Material Supply by Type 2018 – 2023
Table 213: Market Share of Global 3D Printing Raw Material Supply by Type
Table 214: Global 3D Printing Raw Material Supply by Polymers Type 2018 – 2023
Table 215: Market Share of Global 3D Printing Raw Material Supply by Polymers Type
Table 216: Global 3D Printing Raw Material Supply by Polyethylene Type 2018 – 2023
Table 217: Market Share of Global 3D Printing Raw Material Supply by Polyethylene Type
Table 218: Global 3D Printing Raw Material Supply by Metals and Alloy Type 2018 – 2023
Table 219: Market Share of Global 3D Printing Raw Material Supply by Metals and Alloy Type
Table 220: Global 3D Printing Raw Material Supply by Ceramics Type 2018 – 2023
Table 221: Market Share of Global 3D Printing Raw Material Supply by Ceramics Type
Table 222: Global 3D Printing Raw Material Supply by Form 2018 – 2023
Table 223: Market Share of Global 3D Printing Raw Material Supply by Form
Table 224: Global 3D Printing Raw Material Supply by Printer Type 2018 – 2023
Table 225: Market Share of Global 3D Printing Raw Material Supply by Printer Type
Table 226: Global 3D Printing Raw Material Supply by Industry Vertical 2018 – 2023
Table 227: Market Share of Global 3D Printing Raw Material Supply by Industry Vertical
Table 228: Global 3D Printing Raw Material Supply by Region 2018 – 2023
Table 229: Market Share of Global 3D Printing Raw Material Supply by Region
Table 230: North America 3D Printing Raw Material Supply by Country 2018 – 2023
Table 231: Market Share of North America 3D Printing Raw Material Supply by Country
Table 232: Europe 3D Printing Raw Material Supply by Country 2018 – 2023
Table 233: Market Share of Europe 3D Printing Raw Material Supply by Country
Table 234: APAC 3D Printing Raw Material Supply by Country 2018 – 2023
Table 235: Market Share of APAC 3D Printing Raw Material Supply by Country
Table 236: MEA 3D Printing Raw Material Supply by Country 2018 – 2023
Table 237: Market Share of MEA 3D Printing Raw Material Supply by Country
Table 238: Latin America 3D Printing Raw Material Supply by Country 2018 – 2023
Table 239: Market Share of Latin America 3D Printing Raw Material Supply by Country
The Big Data Market: Business Case, Market Analysis and Forecasts 2018 – 20231 Executive Summary
2 Introduction
2.1 Big Data Overview
2.1.1 Defining Big Data
2.1.2 Big Data Ecosystem
2.1.3 Key Characteristics of Big Data
2.2 Research Background
2.2.1 Scope
2.2.2 Coverage
2.2.3 Company Focus
3 Big Data Challenges and Opportunities
3.1 Securing Big Data Infrastructure
3.1.1 Big Data Infrastructure
3.1.2 Infrastructure Challenges
3.1.3 Big Data Infrastructure Opportunities
3.2 Unstructured Data and the Internet of Things
3.2.1 New Protocols, Platforms, Streaming and Parsing, Software and Analytical Tools
3.2.2 Big Data in IoT will require Lightweight Data Interchange Format
3.2.3 Big Data in IoT will use Lightweight Protocols
3.2.4 Big Data in IoT will need Protocol for Network Interoperability
3.2.5 Big Data in IoT Demands Data Processing on Appropriate Scale
4 Big Data Technology and Business Case
4.1 Big Data Technology
4.1.1 Hadoop
4.1.2 NoSQL
4.1.3 MPP Databases
4.1.4 Others and Emerging Technologies
4.2  Emerging Technologies,Tools, and Techniques
4.2.1 Streaming Analytics
4.2.2 Cloud Technology
4.2.3 Google Search
4.2.4 Customize Analytical Tools
4.2.5 Internet Keywords
4.2.6 Gamification
4.3 Big Data Roadmap
4.4 Market Drivers
4.4.1 Data Volume & Variety
4.4.2 Increasing Adoption of Big Data by Enterprises and Telecom
4.4.3 Maturation of Big Data Software
4.4.4 Continued Investments in Big Data by Web Giants
4.4.5 Business Drivers
4.5 Market Barriers
4.5.1 Privacy and Security: The ‘Big’ Barrier
4.5.2 Workforce Re-skilling and Organizational Resistance
4.5.3 Lack of Clear Big Data Strategies
4.5.4 Technical Challenges: Scalability & Maintenance
4.5.5 Big Data Development Expertise
5 Key Sectors for Big Data
5.1 Industrial Internet and Machine-to-Machine
5.1.1 Big Data in M2M
5.1.2 Vertical Opportunities
5.2 Retail and Hospitality
5.2.1 Improving Accuracy of Forecasts and Stock Management
5.2.2 Determining Buying Patterns
5.2.3 Hospitality Use Cases
5.2.4 Personalized Marketing
5.3 Media
5.3.1 Social Media
5.3.2 Social Gaming Analytics
5.3.3 Usage of Social Media Analytics by Other Verticals
5.3.4 Internet Keyword Search
5.4 Utilities
5.4.1 Analysis of Operational Data
5.4.2 Application Areas for the Future
5.5 Financial Services
5.5.1 Fraud Analysis, Mitigation & Risk Profiling
5.5.2 Merchant-Funded Reward Programs
5.5.3 Customer Segmentation
5.5.4 Customer Retention & Personalized Product Offering
5.5.5 Insurance Companies
5.6 Healthcare and Pharmaceutical
5.6.1 Drug Development
5.6.2 Medical Data Analytics
5.6.3 Case Study: Identifying Heartbeat Patterns
5.7 Telecommunications
5.7.1 Telco Analytics: Customer/Usage Profiling and Service Optimization
5.7.2 Big Data Analytic Tools
5.7.3 Speech Analytics
5.7.4 New Products and Services
5.8 Government and Homeland Security
5.8.1 Big Data Research
5.8.2 Statistical Analysis
5.8.3 Language Translation
5.8.4 Developing New Applications for the Public
5.8.5 Tracking Crime
5.8.6 Intelligence Gathering
5.8.7 Fraud Detection and Revenue Generation
5.9 Other Sectors
5.9.1 Aviation
5.9.2 Transportation and Logistics: Optimizing Fleet Usage
5.9.3 Real-Time Processing of Sports Statistics
5.9.4 Education
5.9.5 Manufacturing
6 The Big Data Value Chain
6.1 Fragmentation in the Big Data Value
6.2 Data Acquisitioning and Provisioning
6.3 Data Warehousing and Business Intelligence
6.4 Analytics and Visualization
6.5 Actioning and Business Process Management
6.6 Data Governance
7 Big Data Analytics
7.1 The Role and Importance of Big Data Analytics
7.2 Big Data Analytics Processes
7.3 Reactive vs. Proactive Analytics
7.4 Technology and Implementation Approaches
7.4.1 Grid Computing
7.4.2 In-Database processing
7.4.3 In-Memory Analytics
7.4.4 Data Mining
7.4.5 Predictive Analytics
7.4.6 Natural Language Processing
7.4.7 Text Analytics
7.4.8 Visual Analytics
7.4.9 Association Rule Learning
7.4.10Classification Tree Analysis
7.4.11Machine Learning
7.4.12Neural Networks
7.4.13Multilayer Perceptron (MLP)
7.4.14Radial Basis Functions
7.4.15Geospatial Predictive Modelling
7.4.16Regression Analysis
7.4.17Social Network Analysis
8 Standardization and Regulatory Initiatives
8.1 Cloud Standards Customer Council
8.2 National Institute of Standards and Technology
8.3 OASIS
8.4 Open Data Foundation
8.5 Open Data Center Alliance
8.6 Cloud Security Alliance
8.7 International Telecommunications Union
8.8 International Organization for Standardization
9 Global Markets and Forecasts for Big Data
9.1 Global Big Data Markets 2018 – 2023
9.2 Regional Markets for Big Data 2018 – 2023
9.3 Leading Countries in Big Data
9.3.1 United States
9.3.2 China
9.4 Big Data Revenue by Product Segment 2018 – 2023
9.4.1 Database Management Systems
9.4.2 Big Data Integration Tools
9.4.3 Application Infrastructure and Middleware
9.4.4 Business Intelligence Tools and Analytics Platforms
9.4.5 Big Data in Professional Services
10 Key Big Data Players
10.1 Vendor Assessment Matrix
10.2 1010Data (Advance Communication Corp.)
10.3 Accenture
10.4 Actian Corporation
10.5 Alteryx
10.6 Amazon
10.7 Anova Data
10.8 Apache Software Foundation
10.9 APTEAN (Formerly CDC Software)
10.10 Booz Allen Hamilton
10.11 Bosch Software Innovations: Bosch IoT Suite
10.12 Capgemini
10.13 Cisco Systems
10.14 Cloudera
10.15 CRAY Inc.
10.16 Computer Science Corporation (CSC)
10.17 DataDirect Network
10.18 Dell EMC
10.19 Deloitte
10.20 Facebook
10.21 Fujitsu
10.22 General Electric (GE)
10.23 GoodData Corporation
10.24 Google
10.25 Guavus
10.26 HP Enterprise
10.27 Hitachi Data Systems
10.28 Hortonworks
10.29 IBM
10.30 Informatica
10.31 Intel
10.32 Jasper (Cisco Jasper)
10.33 Juniper Networks
10.34 Longview
10.35 Marklogic
10.36 Microsoft
10.37 Microstrategy
10.38 MongoDB (Formerly 10Gen)
10.39 MU Sigma
10.40 Netapp
10.41 NTT Data
10.42 Open Text (Actuate Corporation)
10.43 Opera Solutions
10.44 Oracle
10.45 Pentaho (Hitachi)
10.46 Qlik Tech
10.47 Quantum
10.48 Rackspace
10.49 Revolution Analytics
10.50 Salesforce
10.51 SAP
10.52 SAS Institute
10.53 Sisense
10.54 Software AG/Terracotta
10.55 Splunk
10.56 Sqrrl
10.57 Supermicro
10.58 Tableau Software
10.59 Tata Consultancy Services
10.60 Teradata
10.61 Think Big Analytics
10.62 TIBCO
10.63 Verint Systems
10.64 VMware (Part of EMC)
10.65 Wipro
10.66 Workday (Platfora)
11 Appendix: Big Data Support of Streaming IoT Data
11.1 Big Data Technology Market Outlook for Streaming IoT Data
11.1.1 IoT Data Management is a Ubiquitous Opportunity across Enterprise
11.1.2 IoT Data becomes a Big Data Revenue Opportunity
11.1.3 Real-time Streaming IoT Data Analytics becoming a Substantial Business Opportunity
11.2 Global Streaming IoT Data Analytics Revenue
11.2.1 Overall Streaming Data Analytics Revenue for IoT
11.2.2 Global Streaming IoT Data Analytics Revenue by App, Software, and Services
11.2.3 Global Streaming IoT Data Analytics Revenue in Industry Verticals
11.3 Regional Streaming IoT Data Analytics Revenue
11.3.1 Revenue in Region
11.3.2 APAC Market Revenue
11.3.3 Europe Market Revenue
11.3.4 North America Market Revenue
11.3.5 Latin America Market Revenue
11.3.6 ME&A Market Revenue
11.4 Streaming IoT Data Analytics Revenue by Country
11.4.1 Revenue by APAC Countries
11.4.2 Revenue by Europe Countries
11.4.3 Revenue by North America Countries
11.4.4 Revenue by Latin America Countries
11.4.5 Revenue by ME&A Countries
Figures
Figure 1: Big Data Ecosystem
Figure 2: Key Characteristics of Big Data
Figure 3: Big Data Use Cases in Industry Verticals
Figure 4: Big Data Stack
Figure 5: Framework for Big Data in IoT
Figure 2: NoSQL vs Legacy DB Performance Comparisons
Figure 7: Roadmap Big Data Technologies 2018 - 2030
Figure 8: The Big Data Value Chain
Figure 9: Big Data Value Flow
Figure 10: Big Data Analytics
Figure 11: Global Big Data Markets 2018 – 2023
Figure 12: Regional Big Data Markets 2018 – 2023
Figure 13: Database Management Systems 2018 – 2023
Figure 14: Data Integration and Quality Tools 2018 – 2023
Figure 15: Application Infrastructure and Middleware 2018 – 2023
Figure 16: Business Intelligence Tools and Analytics Platforms 2018 – 2023
Figure 17: Big Data in Professional Services 2018 – 2023
Figure 18: Big Data Vendor Ranking Matrix
Figure 19: Streaming IoT Data Sources Compared
Figure 20: Overall Streaming IoT Data Analytics
Tables
Table 1: Global Big Data Markets 2018 – 2023
Table 2: Regional Big Data Markets 2018 – 2023
Table 3: Big Data Markets by Product Segments 2018 – 2023
Table 4: Database Management Systems 2018 – 2023
Table 5: Data Integration Tools 2018 – 2023
Table 6: Application Infrastructure and Middleware 2018 – 2023
Table 7: Business Intelligence Tools and Analytics Platforms 2018 – 2023
Table 8: Big Data in Professional Services 2018 – 2023
Table 9: Big Data Analytics Platforms by Company
Table 10: Global Streaming IoT Data Analytics Revenue by App, Software, and Service
Table 11: Global Streaming IoT Data Analytics Revenue in Industry Vertical
Table 12: Retail Streaming IoT Data Analytics Revenue by Retail Segment
Table 13: Retail Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 14: Telecom & IT Streaming IoT Data Analytics Rev by Segment
Table 15: Telecom & IT Streaming IoT Data Analytics Rev by App, Software, and Services
Table 16: Energy & Utilities Streaming IoT Data Analytics Rev by Segment
Table 17: Energy & Utilities Streaming IoT Data Analytics Rev by App, Software, and Services
Table 18: Government Streaming IoT Data Analytics Revenue by Segment
Table 19: Government Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 20: Healthcare & Life Science Streaming IoT Data Analytics Revenue by Segment
Table 21: Healthcare & Life Science Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 22: Manufacturing Streaming IoT Data Analytics Revenue by Segment
Table 23: Manufacturing Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 24: Transportation & Logistics Streaming IoT Data Analytics Revenue by Segment
Table 25: Transportation & Logistics Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 26: Banking and Finance Streaming IoT Data Analytics Revenue by Segment
Table 27: Banking & Finance Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 28: Smart Cities Streaming IoT Data Analytics Revenue by Segment
Table 29: Smart Cities Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 30: Automotive Streaming IoT Data Analytics Revenue by Segment
Table 31: Automotive Streaming IoT Data Analytics Revenue by Apps, Software, and Services
Table 32: Education Streaming IoT Data Analytics Revenue by Segment
Table 33: Education Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 34: Outsourcing Service Streaming IoT Data Analytics Revenue by Segment
Table 35: Outsourcing Service Streaming IoT Data Analytics Revenue by App, Software, and Services
Table 36: Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 37: Streaming IoT Data Analytics Revenue in Region
Table 38: APAC Streaming IoT Data Analytics Revenue by Solution and Services
Table 39: APAC Streaming IoT Data Analytics Revenue in Industry Vertical
Table 40: APAC Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 41: Europe Streaming IoT Data Analytics Revenue by Solution and Services
Table 42: Europe Streaming IoT Data Analytics Revenue in Industry Vertical
Table 43: Europe Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 44: North America Streaming IoT Data Analytics Revenue by Solution and Services
Table 45: North America Streaming IoT Data Analytics Revenue in Industry Vertical
Table 46: North America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 47: Latin America Streaming IoT Data Analytics Revenue by Solution and Services
Table 48: Latin America Streaming IoT Data Analytics Revenue in Industry Vertical
Table 49: Latin America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 50: ME&A Streaming IoT Data Analytics Revenue by Solution and Services
Table 51: ME&A Streaming IoT Data Analytics Revenue in Industry Vertical
Table 52: ME&A Streaming IoT Data Analytics Revenue by Leading Vendor Platforms
Table 53: Streaming IoT Data Analytics Revenue by APAC Countries
Table 54: Japan Streaming IoT Data Analytics Revenue by Solution and Services
Table 55: Japan Streaming IoT Data Analytics Revenue in Industry Vertical
Table 56: China Streaming IoT Data Analytics Revenue by Solution and Services
Table 57: China Streaming IoT Data Analytics Revenue in Industry Vertical
Table 58: India Streaming IoT Data Analytics Revenue by Solution and Services
Table 59: India Streaming IoT Data Analytics Revenue in Industry Vertical
Table 60: Australia Streaming IoT Data Analytics Revenue by Solution and Services
Table 61: Australia Streaming IoT Data Analytics Revenue in Industry Vertical
Table 62: Streaming IoT Data Analytics Revenue by Europe Countries
Table 63: Germany Streaming IoT Data Analytics Revenue by Solution and Services
Table 64: Germany Streaming IoT Data Analytics Revenue in Industry Vertical
Table 65: UK Streaming IoT Data Analytics Revenue by Solution and Services
Table 66: UK Streaming IoT Data Analytics Revenue in Industry Vertical
Table 67: France Streaming IoT Data Analytics Revenue by Solution and Services
Table 68: France Streaming IoT Data Analytics Revenue in Industry Vertical
Table 69: Streaming IoT Data Analytics Revenue by North America Countries
Table 70: US Streaming IoT Data Analytics Revenue by Solution and Services
Table 71: US Streaming IoT Data Analytics Revenue in Industry Vertical
Table 72: Canada Streaming IoT Data Analytics Revenue by Solution and Services
Table 73: Canada Streaming IoT Data Analytics Revenue in Industry Vertical
Table 74: Streaming IoT Data Analytics Revenue by Latin America Countries
Table 75: Brazil Streaming IoT Data Analytics Revenue by Solution and Services
Table 76: Brazil Streaming IoT Data Analytics Revenue in Industry Vertical
Table 77: Mexico Streaming IoT Data Analytics Revenue by Solution and Services
Table 78: Mexico Streaming IoT Data Analytics Revenue in Industry Vertical
Table 79: Streaming IoT Data Analytics Revenue by ME&A Countries
Table 80: South Africa Streaming IoT Data Analytics Revenue by Solution and Services
Table 81: South Africa Streaming IoT Data Analytics Revenue in Industry Vertical
Table 82: UAE Streaming IoT Data Analytics Revenue by Solution and Services
Table 83: UAE Streaming IoT Data Analytics Revenue in Industry Vertical
Streaming IoT Data Market Outlook and Forecasts 2018 – 2023
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
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 2018 – 2023
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 2018 – 2023
6 Appendix
6.1 Regional Streaming IoT Data Analytics Revenue 2018 – 2023
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 2018 – 2023
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
Figures
Figure 1: A Vision of IoT Data
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 2018 – 2023
Figure 12: Investment in IoT Data by Industry Vertical 2018 – 2023
Tables
Table 1: Global Streaming IoT Data Analytics Revenue by App, Software, and Service 2018 – 2023
Table 2: Global Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 3: Retail Streaming IoT Data Analytics Revenue by Retail Segment 2018 – 2023
Table 4: Retail Streaming IoT Data Analytics Revenue by App, Software, and Services 2018 – 2023
Table 5: Telecom & IT Streaming IoT Data Analytics Rev by Segment 2018 – 2023
Table 6: Telecom & IT Streaming IoT Data Analytics Rev by App, Software, and Services 2018 – 2023
Table 7: Energy & Utilities Streaming IoT Data Analytics Rev by Segment 2018 – 2023
Table 8: Energy & Utilities Streaming IoT Data Analytics Rev by App, Software, and Services 2018 – 2023
Table 9: Government Streaming IoT Data Analytics Revenue by Segment 2018 – 2023
Table 10: Government Streaming IoT Data Analytics Revenue by App, Software, and Services 2018 – 2023
Table 11: Healthcare & Life Science Streaming IoT Data Analytics Revenue by Segment 2018 – 2023
Table 12: Healthcare & Life Science Streaming IoT Data Analytics Revenue by App, Software, and Services 2018 – 2023
Table 13: Manufacturing Streaming IoT Data Analytics Revenue by Segment 2018 – 2023
Table 14: Manufacturing Streaming IoT Data Analytics Revenue by App, Software, and Services 2018 – 2023
Table 15: Transportation & Logistics Streaming IoT Data Analytics Revenue by Segment 2018 – 2023
Table 16: Transportation & Logistics Streaming IoT Data Analytics Revenue by App, Software, and Services 2018 – 2023
Table 17: Banking and Finance Streaming IoT Data Analytics Revenue by Segment 2018 – 2023
Table 18: Banking & Finance Streaming IoT Data Analytics Revenue by App, Software, and Services 2018 – 2023
Table 19: Smart Cities Streaming IoT Data Analytics Revenue by Segment 2018 – 2023
Table 20: Smart Cities Streaming IoT Data Analytics Revenue by App, Software, and Services 2018 – 2023
Table 21: Automotive Streaming IoT Data Analytics Revenue by Segment 2018 – 2023
Table 22: Automotive Streaming IoT Data Analytics Revenue by Apps, Software, and Services 2018 – 2023
Table 23: Education Streaming IoT Data Analytics Revenue by Segment 2018 – 2023
Table 24: Education Streaming IoT Data Analytics Revenue by App, Software, and Services 2018 – 2023
Table 25: Outsourcing Service Streaming IoT Data Analytics Revenue by Segment 2018 – 2023
Table 26: Outsourcing Service Streaming IoT Data Analytics Revenue by App, Software, and Services 2018 – 2023
Table 27: Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2018 – 2023
Table 28: Investment in IoT Data by Industry Vertical 2018 – 2023
Table 29: Streaming IoT Data Analytics Revenue in Region 2018 – 2023
Table 30: APAC Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 31: APAC Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 32: APAC Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2018 – 2023
Table 33: Europe Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 34: Europe Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 35: Europe Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2018 – 2023
Table 36: North America Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 37: North America Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 38: North America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2018 – 2023
Table 39: Latin America Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 40: Latin America Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 41: Latin America Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2018 – 2023
Table 42: ME&A Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 43: ME&A Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 44: ME&A Streaming IoT Data Analytics Revenue by Leading Vendor Platforms 2018 – 2023
Table 45: Streaming IoT Data Analytics Revenue by APAC Countries 2018 – 2023 98
Table 46: Japan Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 47: Japan Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 48: China Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 49: China Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 50: India Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 51: India Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 52: Australia Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 53: Australia Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 54: Streaming IoT Data Analytics Revenue by Europe Countries 2018 – 2023
Table 55: Germany Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 56: Germany Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 57: UK Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 58: UK Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 59: France Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 60: France Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 61: Streaming IoT Data Analytics Revenue by North America Countries 2018 – 2023
Table 62: US Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 63: US Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 64: Canada Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 65: Canada Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 66: Streaming IoT Data Analytics Revenue by Latin America Countries 2018 – 2023
Table 67: Brazil Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 68: Brazil Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 69: Mexico Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 70: Mexico Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023 115
Table 71: Streaming IoT Data Analytics Revenue by ME&A Countries 2018 – 2023
Table 72: South Africa Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 73: South Africa Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023
Table 74: UAE Streaming IoT Data Analytics Revenue by Solution and Services 2018 – 2023
Table 75: UAE Streaming IoT Data Analytics Revenue in Industry Vertical 2018 – 2023

Companies Mentioned

  • 3GPP
  • 5G Americas
  • AGT International
  • ARM Holdings
  • AT&T Inc.
  • ATIS
  • B+B SmartWorx
  • Bayshore Networks
  • Bosch
  • Celtic-Plus
  • Cisco
  • CITEL
  • Contiki
  • Digi International
  • Echelon Corporation
  • Elecsys Corporation
  • FCC TAC
  • General Electric
  • GSA
  • GSMA
  • IEEE
  • ITU
  • Lynx Software Technologies, Inc.
  • NGMN
  • Object Management Group
  • OneM2M Partners
  • RIOT
  • RTI
  • Sensata Technologies
  • Spectrum Aspects
  • Symantec
  • The Pokémon Company
  • TIA Technology
  • Unisys Corporation
  • Wind River
  • Worldsensing
  • Wovyn LLC.

Methodology

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