Summary
米国調査会社マインドコマース(Mind Commerce)の下記の調査レポートのセット販売です。たいへんお得な価格設定です。
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スマートシティ市場:技術、ソリューション、用途とサービスの概観 2018-2023年
Smart Cities Market: Technologies, Solutions, and Outlook for Applications and Services 2018 – 2023
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資産管理市場:技術毎(M2M・IoT、エッジコンピューティング、スマート機器)、接続タイプ毎(3G、4G、5G、WiFi、WiMAX)、モビリティ毎(固定、携帯、モバイル)、位置決定毎(GPS、RFID、その他)、産業垂直市場毎 2018-2023年
Asset Tracking Market by Technology (M2M/IoT, Edge Computing, Smart Devices), Connection Type (3G, 4G, 5G, WiFi, and WiMAX), Mobility (Fixed, Portable, and Mobile), Location Determination (GPS, RFID, Others), and Industry Verticals 2018 – 2023
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ビッグデータ市場のビジネスケース、市場分析、市場予測 2018-2023年
The Big Data Market: Business Case, Market Analysis and Forecasts 2018 – 2023
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コネクテッドカーV2X(車車間通信・路車間通信)の通信、コンテンツ、アプリケーション、サービス 2018-2023年
Connected Vehicle to Everything (V2X) Communications, Content, Applications, and Services 2018 - 2023
Overview:
Urban centers produce enormous amounts of data through the introduction of Internet of Things (IoT) driven automation. With IoT supported Smart Transportation Systems, Connected Vehicle originated data will be amplified in importance, especially when converted into useful information via Big Data Analytics supported by Artificial Intelligence (AI). Smart Cities rely upon many technologies, but at the core will be AI providing learning and decision making for IoT networks, and IoT systems providing connectivity and communications for AI algorithms.
One of the biggest beneficiaries will be connected cars, trucks, vans, trains, and other terrestrial-based vehicles. In order to obtain transportation related data, and to place into appropriate context, asset tracking solutions are needed that monitor vehicle location, usage information, and proximity to smart city points of interest. With the introduction of autonomous vehicles, the volume and velocity of data increases dramatically, necessitating the need for Big Data tools.
This research evaluates the smart cities market including leading vendors and strategies (such as a single vendor centric approach), infrastructure, solutions, applications and services. It also analyzes market factors driving solution adoption, technology readiness and fitness for use, and other considerations. It assesses the aforementioned factors to derive penetration and revenue to forecast market value for the period of 2018 – 2023. It also analyses the role of technology accelerating digital transformation including AI, edge processing, 5G deployment and usage, and advanced data analytics.
This research also evaluates asset tracking technologies, solutions, and ecosystem including major players. It assesses the impacts of various use case specific considerations in terms of asset technology and solution selection. It also analyzes the market outlook for asset tracking globally, regionally, and by major country in each region. Quantitative data and forecasts include market segmentation by technology, connection type, range of mobility, location requirements, and by industry vertical from 2018 to 2023.
This research also provides an in-depth assessment of the global Big Data market, including business case issues/analysis, application use cases, vendor landscape, value chain analysis, and a quantitative assessment of the industry with forecasting from 2018 to 2023. It also evaluates the components of Big Data infrastructure and security framework. Taking into consideration profound changes in the data services industry as whole, analysis also addresses a shift from host-based network topologies to cloud-based, data-centric architectures, thereby creating enormous challenges and opportunities for transitioning and securing data systems.
This research also evaluates the V2X market including technologies, solutions, and major players. It provides analysis of market challenges, opportunities, and overall business outlook. It analyzes the market for V2X across platforms (hardware, software, services), major automobile control units, and solution type. The report assesses the deployment of V2X across communications and computing infrastructure including LTE, 5G, and Mobile Edge Computing. It also evaluates technology and solution convergence including Artificial Intelligence, Big Data, and Cloud Computing in V2X. The report includes detailed forecasts for V2V, V2I, V2P, V2H, and V2D market from 2018 to 2023.
Target Audience:
• Municipality vendors
• AI and IoT companies
• Data analytics companies
• ICT infrastructure suppliers
• Communication service providers
• National, state and local government
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Table of Contents
Smart Cities Market: Technologies, Solutions, and Outlook for Applications and Services 2018 – 2023
1.0 Executive Summary
2.0 Introduction
2.1 Smart City Taxonomy
2.1.1 Build Own Operate (BOO)
2.1.2 Build Operate Transfer (BOT)
2.1.3 Build Operate Manage (BOM)
2.1.4 Open Business Model (OBM)
2.2 Existing vs. New City Approach
2.3 Smart City Developments
2.4 Smart City Service Life Cycle
2.5 Smart Community Service
2.6 Smart City Market Drivers
2.6.1 The Need for Increasingly Faster Communications
2.6.2 Reduce Energy Consumption with Smart Energy Solutions
2.6.3 Engaging Citizen More Actively
2.6.4 Improving Governance Services and National Security
2.6.5 Accelerating Digital Transformation
2.6.6 Fostering Urban Development
3.0 Technology and Market Analysis
3.1 Equipment vs. Software Systems
3.2 Machine to Machine (M2M) Technology
3.3 Artificial Intelligence and IoT to Drive Growth
3.3.1 AI + IoT (AIoT) a Powerful Combination
3.3.2 IoT in Smart Cities
3.3.3 IoT Challenges for Smart City
3.4 Metropolitan Area Communications
3.4.1 WiMAX
3.4.2 LTE
3.4.3 5G
3.5 Short Range Communication Technology
3.5.1 WiFi
3.5.2 RFID
3.5.3 Li-Fi
3.6 Field vs. Home Area Telecom Network
3.7 Big Data to Create Smart City Hubs
3.8 High Performance and Quantum Computing to Accelerate Smart City Applications
3.9 Edge Based Computing: Localized Processing
3.10 Communication Service Provider Support of Smart Cities
3.11 Smart City Development by Region and Country
3.11.1 North America
3.11.2 Europe
3.11.2.1 Spain
3.11.2.2 UK
3.11.3 APAC
3.11.3.1 India
3.11.3.2 China
3.11.3.3 South Korea
3.11.4 Latin America
3.11.5 Middle East
3.11.5.1 United Arab Emirates (UAE)
3.11.5.2 Saudi Arabia
3.11.5.3 Qatar
3.11.6 Africa
4.0 Value Chain and Application Analysis
4.1 Ecosystem Analysis
4.1.1 Vendor Agnostic Integrated Strategy
4.1.2 Embedded Device and Infrastructure Component Manufacturers
4.1.3 Communication Service Providers including Telecom
4.1.4 Software Providers to include AI in Smart City IoT Platforms
4.2 Industrial Automation and Industry 4.0
4.3 Smart Utility Applications
4.4 Smart Transportation Applications
4.5 Smart Building and Home Applications
4.5.1 Smart Buildings
4.5.2 Smart Homes
4.6 Smart City Applications in Citizen Service
4.7 Mobility Solutions, Governance, and Security in Smart Cities
5.0 Company Analysis
5.1 ABB Group
5.2 Accenture
5.3 Nokia Network
5.4 Cisco Systems Inc.
5.5 Honeywell International Inc.
5.6 IBM Corporation
5.7 Intel Corporation
5.8 Oracle Corporation
5.9 Siemens AG
5.10 Huawei Technologies Ltd.
5.11 Microsoft Corporation
5.12 Schneider Electric SE
5.13 AT&T
5.14 HPE
5.15 Other companies
5.15.1 General Electric Company
5.15.2 Cubic Corporation
5.15.3 CyanConnode
5.15.4 Ericsson
5.15.5 Hitachi Vantara
5.15.6 SAP
5.15.7 Signify Holding
5.15.8 Toshiba Corporation
5.15.9 Google
5.15.10 Aeris Communications
5.15.11 HCL Technologies Ltd.
5.15.12 KORE Wireless
5.15.13 LG CNS
5.15.14 NEC Corporation
5.15.15 NTT DATA
5.15.16 Sierra Wireless
5.15.17 Telefonica
5.15.18 Vodafone
5.15.19 Wipro
5.15.20 Emerson Electric Co.
5.15.21 Delta Electronics Inc.
5.15.22 Delta Controls
5.15.23 Panasonic
5.15.24 Dassault Systemes
5.15.25 Qualcomm Incorporated
5.15.26 Alstom SA
5.15.27 Silver Spring Network
5.15.28 AGT International
5.15.29 Itron Inc.
5.15.30 Maven Systems Pvt. Ltd.
5.15.31 Kapsch Group
6.0 Smart Cities Market Forecast 2018 – 2023
6.1 Global Smart Cities Market 2018 – 2023
6.1.1 Smart Cities Market in Aggregate
6.1.2 Smart Cities Market by Technology
6.1.2.1 Smart Cities Technology Market by Equipment
6.1.2.2 Smart Cities Technology Market by Software and Solution
6.1.2.3 Smart Cities Technology Market by Service
6.1.2.3.1 Smart Cities Technology Market by Professional Service
6.1.3 Smart Cities Market by Application
6.1.3.1 Smart Utilities Application Market by Solution Type
6.1.3.2 Smart Transportation Application Market by Solution Type
6.1.3.2.1 Smart Transportation Application Market by Traffic Management Solution
6.1.3.2.2 Smart Transportation Application Market by Parking Management Solution
6.1.3.2.3 Smart Transportation Application Market by Passenger Management Solution
6.1.3.2.4 Smart Transportation Application Market by Sector
6.1.3.3 Smart Building and Home Application Market by Solution Type
6.1.3.3.1 Smart Building and Home Application Market by Building Automation Solution
6.1.3.3.2 Smart Building and Home Application Market by Parking Management Solution
6.1.3.3.3 Smart Building and Home Application Market by Facility and Energy Management Solution
6.1.3.3.4 Smart Building and Home Application Market by Building Type
6.1.3.4 Smart Citizen Application Market by Solution Type
6.1.3.5 Smart Mobility Application Market by Solution Type
6.1.3.6 Smart Governance Application Market by Solution Type
6.1.3.7 Smart Security Application Market by Solution Type
6.1.4 Artificial Intelligence Market in Smart Cities
6.1.4.1 AI Market in Smart Cities by Technology
6.1.4.2 AIoT (AI + IoT) Powerful Driver for Smart City Innovation
6.1.5 IoT Market in Smart Cities
6.1.6 5G Market in Smart Cities
6.1.7 Cloud Computing Market in Smart Cities
6.1.8 Big Data Analytics Market in Smart Cities
6.1.9 Quantum Computing Market in Smart Cities
6.1.10 Edge Computing Market in Smart Cities
6.1.11 High Performance Computing Market in Smart Cities
6.2 Regional Smart Cities Market Forecast 2018 – 2023
6.2.1 Smart Cities Market by Region
6.2.2 North America Smart Cities Market by Core Technology, Application, Emerging Technology, and Leading Country
6.2.3 APAC Smart Cities Market by Core Technology, Application, Emerging Technology, and Leading Country
6.2.4 Europe Smart Cities Market by Core Technology, Application, Emerging Technology, and Leading Country
6.2.5 MEA Smart Cities Market by Core Technology, Application, Emerging Technology, and Leading Country
6.2.6 Latin America Smart Cities Market by Core Technology, Application, Emerging Technology, and Leading Country
7.0 Conclusions and Recommendations
7.1 Advertisers and Media Companies
7.2 Artificial Intelligence Providers
7.3 Automotive Companies
7.4 Broadband Infrastructure Providers
7.5 Communication Service Providers
7.6 Computing Companies
7.7 Data Analytics Providers
7.8 Immersive Technology (AR, VR, and MR) Providers
7.9 Networking Equipment Providers
7.10 Networking Security Providers
7.11 Semiconductor Companies
7.12 IoT Suppliers and Service Providers
7.13 Software Providers
7.14 Smart City System Integrators
7.15 Automation System Providers
7.16 Social Media Companies
7.17 Workplace Solution Providers
7.18 Enterprise and Government
Figures
Figure 1: Smart City Framework
Figure 2: Smart City Components
Figure 3: Smart City Service Life Cycle
Figure 4: Field Area Network and Home Area Network
Figure 5: Smart City Ecosystem Partner
Figure 6: Nokia Smart City Solution Framework
Figure 7: HPE IoT Framework for Smart Services
Figure 8: LG CNS Smart Green Platform
Figure 9: Xrosscloud M2M Platform Architecture
Figure 10: Global Smart Cities Market 2018 – 2023
Figure 11: Global Artificial Intelligence Market in Smart Cities 2018 – 2023
Figure 11: Global IoT Market in Smart Cities 2018 – 2023
Figure 12: Global 5G Market in Smart Cities 2018 – 2023
Figure 13: Global Cloud Computing Market in Smart Cities 2018 – 2023
Figure 14: Global Big Data Analytics Market in Smart Cities 2018 – 2023
Figure 15: Global Quantum Computing Market in Smart Cities 2018 – 2023
Figure 16: Global Edge Computing Market in Smart Cities 2018 – 2023
Figure 17: Global High Performance Computing Market in Smart Cities 2018 – 2023
Figure 19: North America Artificial Intelligence Market in Smart Cities 2018 – 2023
Figure 18: North America IoT Market in Smart Cities 2018 – 2023
Figure 19: North America 5G Market in Smart Cities 2018 – 2023
Figure 20: North America Cloud Computing Market in Smart Cities 2018 – 2023
Figure 21: North America Big Data Analytics Market in Smart Cities 2018 – 2023
Figure 22: North America Quantum Computing Market in Smart Cities 2018 – 2023
Figure 23: North America Edge Computing Market in Smart Cities 2018 – 2023
Figure 24: North America High Performance Computing Market in Smart Cities 2018 – 2023
Figure 27: APAC Artificial Intelligence Market in Smart Cities 2018 – 2023
Figure 25: APAC IoT Market in Smart Cities 2018 – 2023
Figure 26: APAC 5G Market in Smart Cities 2018 – 2023
Figure 27: APAC Cloud Computing Market in Smart Cities 2018 – 2023
Figure 28: APAC Big Data Analytics Market in Smart Cities 2018 – 2023
Figure 29: APAC Quantum Computing Market in Smart Cities 2018 – 2023
Figure 30: APAC Edge Computing Market in Smart Cities 2018 – 2023
Figure 31: APAC High Performance Computing Market in Smart Cities 2018 – 2023
Figure 35: Europe Artificial Intelligence Market in Smart Cities 2018 – 2023
Figure 32: Europe IoT Market in Smart Cities 2018 – 2023
Figure 33: Europe 5G Market in Smart Cities 2018 – 2023
Figure 34: Europe Cloud Computing Market in Smart Cities 2018 – 2023
Figure 35: Europe Big Data Analytics Market in Smart Cities 2018 – 2023
Figure 36: Europe Quantum Computing Market in Smart Cities 2018 – 2023
Figure 37: Europe Edge Computing Market in Smart Cities 2018 – 2023
Figure 38: Europe High Performance Computing Market in Smart Cities 2018 – 2023
Figure 43: MEA Artificial Intelligence Market in Smart Cities 2018 – 2023
Figure 39: MEA IoT Market in Smart Cities 2018 – 2023
Figure 40: MEA 5G Market in Smart Cities 2018 – 2023
Figure 41: MEA Cloud Computing Market in Smart Cities 2018 – 2023
Figure 42: MEA Big Data Analytics Market in Smart Cities 2018 – 2023
Figure 43: MEA Quantum Computing Market in Smart Cities 2018 – 2023
Figure 44: MEA Edge Computing Market in Smart Cities 2018 – 2023
Figure 45: MEA High Performance Computing Market in Smart Cities 2018 – 2023
Figure 51: Latin America Artificial Intelligence Market in Smart Cities 2018 – 2023
Figure 46: Latin America IoT Market in Smart Cities 2018 – 2023
Figure 47: Latin America 5G Market in Smart Cities 2018 – 2023
Figure 48: Latin America Cloud Computing Market in Smart Cities 2018 – 2023
Figure 49: Latin America Big Data Analytics Market in Smart Cities 2018 – 2023
Figure 50: Latin America Quantum Computing Market in Smart Cities 2018 – 2023
Figure 51: Latin America Edge Computing Market in Smart Cities 2018 – 2023
Figure 52: Latin America High Performance Computing Market in Smart Cities 2018 – 2023
Tables
Table 1: Global Smart Cities Market by Technology 2018 – 2023
Table 2: Global Smart Cities Technology Market by Hardware and Infrastructure 2018 – 2023
Table 3: Global Smart Cities Technology Market by Software and Solution 2018 – 2023
Table 4: Global Smart Cities Technology Market by Service 2018 – 2023
Table 5: Global Smart Cities Technology Market by Professional Service 2018 – 2023
Table 6: Global Smart Cities Market by Application 2018 – 2023
Table 7: Global Smart Utilities Application Market by Solution Type 2018 – 2023
Table 8: Global Smart Transportation Application Market by Solution Type 2018 – 2023
Table 9: Global Smart Transportation Application Market by Traffic Management Solution 2018 – 2023
Table 10: Global Smart Transportation Application Market by Parking Management Solution 2018 – 2023
Table 11: Global Smart Transportation Application Market by Passenger Management Solution 2018 – 2023
Table 12: Global Smart Transportation Application Market by Sector 2018 – 2023
Table 13: Global Smart Building and Home Application Market by Solution Type 2018 – 2023
Table 14: Global Smart Building and Home Application Market by Building Automation Solution 2018 – 2023
Table 15: Global Smart Building and Home Application Market by Parking Management Solution 2018 – 2023
Table 16: Global Smart Building and Home Application Market by Facility and Energy Management Solution 2018 – 2023
Table 17: Global Smart Building and Home Application Market by Building Type 2018 – 2023
Table 18: Global Smart Citizen Application Market by Solution Type 2018 – 2023
Table 19: Global Smart Mobility Application Market by Solution Type 2018 – 2023
Table 20: Global Smart Governance Application Market by Solution Type 2018 – 2023
Table 21: Global Smart Security Application Market by Solution Type 2018 – 2023
Table 22: Global AI Market in Smart Cities by Technology 2018 – 2023
Table 10: Smart Cities Market by Region 2018 – 2023
Table 23: North America Smart Cities Market by Technology 2018 – 2023
Table 24: North America Smart Cities Technology Market by Hardware and Infrastructure 2018 – 2023
Table 25: North America Smart Cities Technology Market by Software and Solution 2018 – 2023
Table 26: North America Smart Cities Technology Market by Service 2018 – 2023
Table 27: North America Smart Cities Technology Market by Professional Service 2018 – 2023
Table 28: North America Smart Cities Market by Application 2018 – 2023
Table 29: North America Smart Utilities Application Market by Solution Type 2018 – 2023
Table 30: North America Smart Transportation Application Market by Solution Type 2018 – 2023
Table 31: North America Smart Transportation Application Market by Traffic Management Solution 2018 – 2023
Table 32: North America Smart Transportation Application Market by Parking Management Solution 2018 – 2023
Table 33: North America Smart Transportation Application Market by Passenger Management Solution 2018 – 2023
Table 34: North America Smart Transportation Application Market by Sector 2018 – 2023
Table 35: North America Smart Building and Home Application Market by Solution Type 2018 – 2023
Table 36: North America Smart Building and Home Application Market by Building Automation Solution 2018 – 2023
Table 37: North America Smart Building and Home Application Market by Parking Management Solution 2018 – 2023
Table 38: North America Smart Building and Home Application Market by Facility and Energy Management Solution 2018 – 2023
Table 39: North America Smart Building and Home Application Market by Building Type 2018 – 2023
Table 40: North America Smart Citizen Application Market by Solution Type 2018 – 2023
Table 41: North America Smart Mobility Application Market by Solution Type 2018 – 2023
Table 42: North America Smart Governance Application Market by Solution Type 2018 – 2023
Table 43: North America Smart Security Application Market by Solution Type 2018 – 2023
Table 45: North America AI Market in Smart Cities by Technology 2018 – 2023
Table 20: North America Smart Cities Market By Leading Country 2018 – 2023
Table 45: APAC Smart Cities Market by Technology 2018 – 2023
Table 46: APAC Smart Cities Technology Market by Hardware and Infrastructure 2018 – 2023
Table 47: APAC Smart Cities Technology Market by Software and Solution 2018 – 2023
Table 48: APAC Smart Cities Technology Market by Service 2018 – 2023
Table 49: APAC Smart Cities Technology Market by Professional Service 2018 – 2023
Table 50: APAC Smart Cities Market by Application 2018 – 2023
Table 51: APAC Smart Utilities Application Market by Solution Type 2018 – 2023
Table 52: APAC Smart Transportation Application Market by Solution Type 2018 – 2023
Table 53: APAC Smart Transportation Application Market by Traffic Management Solution 2018 – 2023
Table 54: APAC Smart Transportation Application Market by Parking Management Solution 2018 – 2023
Table 55: APAC Smart Transportation Application Market by Passenger Management Solution 2018 – 2023
Table 56: APAC Smart Transportation Application Market by Sector 2018 – 2023
Table 57: APAC Smart Building and Home Application Market by Solution Type 2018 – 2023
Table 58: APAC Smart Building and Home Application Market by Building Automation Solution 2018 – 2023
Table 59: APAC Smart Building and Home Application Market by Parking Management Solution 2018 – 2023
Table 60: APAC Smart Building and Home Application Market by Facility and Energy Management Solution 2018 – 2023
Table 61: APAC Smart Building and Home Application Market by Building Type 2018 – 2023
Table 62: APAC Smart Citizen Application Market by Solution Type 2018 – 2023
Table 63: APAC Smart Mobility Application Market by Solution Type 2018 – 2023
Table 64: APAC Smart Governance Application Market by Solution Type 2018 – 2023
Table 65: APAC Smart Security Application Market by Solution Type 2018 – 2023
Table 68: APAC AI Market in Smart Cities by Technology 2018 – 2023
Table 66: APAC Smart Cities Market By Leading Country 2018 – 2023
Table 67: Europe Smart Cities Market by Technology 2018 – 2023
Table 68: Europe Smart Cities Technology Market by Hardware and Infrastructure 2018 – 2023
Table 69: Europe Smart Cities Technology Market by Software and Solution 2018 – 2023
Table 70: Europe Smart Cities Technology Market by Service 2018 – 2023
Table 71: Europe Smart Cities Technology Market by Professional Service 2018 – 2023
Table 72: Europe Smart Cities Market by Application 2018 – 2023
Table 73: Europe Smart Utilities Application Market by Solution Type 2018 – 2023
Table 74: Europe Smart Transportation Application Market by Solution Type 2018 – 2023
Table 75: Europe Smart Transportation Application Market by Traffic Management Solution 2018 – 2023
Table 76: Europe Smart Transportation Application Market by Parking Management Solution 2018 – 2023
Table 77: Europe Smart Transportation Application Market by Passenger Management Solution 2018 – 2023
Table 78: Europe Smart Transportation Application Market by Sector 2018 – 2023
Table 79: Europe Smart Building and Home Application Market by Solution Type 2018 – 2023
Table 80: Europe Smart Building and Home Application Market by Building Automation Solution 2018 – 2023
Table 81: Europe Smart Building and Home Application Market by Parking Management Solution 2018 – 2023
Table 82: Europe Smart Building and Home Application Market by Facility and Energy Management Solution 2018 – 2023
Table 83: Europe Smart Building and Home Application Market by Building Type 2018 – 2023
Table 84: Europe Smart Citizen Application Market by Solution Type 2018 – 2023
Table 85: Europe Smart Mobility Application Market by Solution Type 2018 – 2023
Table 86: Europe Smart Governance Application Market by Solution Type 2018 – 2023
Table 87: Europe Smart Security Application Market by Solution Type 2018 – 2023
Table 91: Europe AI Market in Smart Cities by Technology 2018 – 2023
Table 88: Europe Smart Cities Market By Leading Country 2018 – 2023
Table 89: MEA Smart Cities Market by Technology 2018 – 2023
Table 90: MEA Smart Cities Technology Market by Hardware and Infrastructure 2018 – 2023
Table 91: MEA Smart Cities Technology Market by Software and Solution 2018 – 2023
Table 92: MEA Smart Cities Technology Market by Service 2018 – 2023
Table 93: MEA Smart Cities Technology Market by Professional Service 2018 – 2023
Table 94: MEA Smart Cities Market by Application 2018 – 2023
Table 95: MEA Smart Utilities Application Market by Solution Type 2018 – 2023
Table 96: MEA Smart Transportation Application Market by Solution Type 2018 – 2023
Table 97: MEA Smart Transportation Application Market by Traffic Management Solution 2018 – 2023
Table 98: MEA Smart Transportation Application Market by Parking Management Solution 2018 – 2023
Table 99: MEA Smart Transportation Application Market by Passenger Management Solution 2018 – 2023
Table 100: MEA Smart Transportation Application Market by Sector 2018 – 2023
Table 101: MEA Smart Building and Home Application Market by Solution Type 2018 – 2023
Table 102: MEA Smart Building and Home Application Market by Building Automation Solution 2018 – 2023
Table 103: MEA Smart Building and Home Application Market by Parking Management Solution 2018 – 2023
Table 104: MEA Smart Building and Home Application Market by Facility and Energy Management Solution 2018 – 2023
Table 105: MEA Smart Building and Home Application Market by Building Type 2018 – 2023
Table 106: MEA Smart Citizen Application Market by Solution Type 2018 – 2023
Table 107: MEA Smart Mobility Application Market by Solution Type 2018 – 2023
Table 108: MEA Smart Governance Application Market by Solution Type 2018 – 2023
Table 109: MEA Smart Security Application Market by Solution Type 2018 – 2023
Table 114: MEA AI Market in Smart Cities by Technology 2018 – 2023
Table 110: MEA Smart Cities Market By Leading Country 2018 – 2023
Table 111: Latin America Smart Cities Market by Technology 2018 – 2023
Table 112: Latin America Smart Cities Technology Market by Hardware and Infrastructure 2018 – 2023
Table 113: Latin America Smart Cities Technology Market by Software and Solution 2018 – 2023
Table 114: Latin America Smart Cities Technology Market by Service 2018 – 2023
Table 115: Latin America Smart Cities Technology Market by Professional Service 2018 – 2023
Table 116: Latin America Smart Cities Market by Application 2018 – 2023
Table 117: Latin America Smart Utilities Application Market by Solution Type 2018 – 2023
Table 118: Latin America Smart Transportation Application Market by Solution Type 2018 – 2023
Table 119: Latin America Smart Transportation Application Market by Traffic Management Solution 2018 – 2023
Table 120: Latin America Smart Transportation Application Market by Parking Management Solution 2018 – 2023
Table 121: Latin America Smart Transportation Application Market by Passenger Management Solution 2018 – 2023
Table 122: Latin America Smart Transportation Application Market by Sector 2018 – 2023
Table 123: Latin America Smart Building and Home Application Market by Solution Type 2018 – 2023
Table 124: Latin America Smart Building and Home Application Market by Building Automation Solution 2018 – 2023
Table 125: Latin America Smart Building and Home Application Market by Parking Management Solution 2018 – 2023
Table 126: Latin America Smart Building and Home Application Market by Facility and Energy Management Solution 2018 – 2023
Table 127: Latin America Smart Building and Home Application Market by Building Type 2018 – 2023
Table 128: Latin America Smart Citizen Application Market by Solution Type 2018 – 2023
Table 129: Latin America Smart Mobility Application Market by Solution Type 2018 – 2023
Table 130: Latin America Smart Governance Application Market by Solution Type 2018 – 2023
Table 131: Latin America Smart Security Application Market by Solution Type 2018 – 2023
Table 137: Latin America AI Market in Smart Cities by Technology 2018 – 2023
Table 132: Latin America Smart Cities Market By Leading Country 2018 – 2023
Asset Tracking Market by Technology, Connection Type, Mobility, Location Determination, and Industry Verticals 2018 – 2023
1 Executive Summary
2 Introduction
2.1 Defining Asset Tracking
2.2 Asset Tracking System
2.3 Asset Tracking Segmentation
2.4 Business Drivers for Asset Tracking
2.5 Technology Considerations
3 Asset Tracking Solution Considerations
3.1 Fixed vs. Portable vs. Mobile Assets
3.2 Solution Needs
3.2.1 Inventory Management
3.2.2 Asset Control and Redirection
3.2.2.1 Asset Tracking vs. Asset Control
3.2.2.2 Real-time vs. Non-real-time Tracking and Location
3.2.2.3 Asset Location Precision and Movement Frequency
3.2.2.4 Alignment with Workforce (Human Assets)
3.2.3 Asset Management
3.3 Asset Tracking Software
3.4 Asset Value
3.4.1 High Value Assets
3.4.2 Medium Value Assets
3.4.3 Low Value Assets
3.5 Data Management and Analysis
3.5.1 Big Data Tools
3.5.2 Predictive Analytics
3.6 Technology Replacement Cycle (2G to 3G to LTE and 5G)
4 Asset Tracking Companies and Solutions
4.1 Actsoft Inc.
4.2 ASAP Systems
4.3 AssetPanda
4.4 AT&T
4.5 CalAmp
4.6 Fleet Complete
4.7 Gigatrack
4.8 Microsoft Corporation
4.9 OnAsset Intelligence Inc.
4.10 Oracle Corporation
4.11 Spireon Inc.
4.12 Sprint
4.13 Tenna
4.14 Trimble Inc.
4.15 Verizon
4.16 Zebra Technologies
4.17 SAP SE
4.18 Epicor Software Corporation
4.19 JDA Software
4.20 Stanley Black & Decker Inc.
4.21 Honeywell International Inc.
4.22 Ubisense Group Plc.
4.23 Topcon Corporation
4.24 Datalogic S.P.A
4.25 Mojix Inc.
4.26 Impinj Inc.
4.27 Sato Holdings Corporation
4.28 TomTom International BV
4.29 IBM Corporation
4.30 Telit
5 Asset Tracking in Industry Verticals
5.1 Aviation and Aerospace
5.2 Commercial Vehicles and Fleet Tracking
5.3 Local and State Government
5.4 Manufacturing and Warehousing
5.5 Personal Vehicles
5.6 Public Transportation
5.7 Shipping and Construction
5.8 Healthcare and Medical
6 Asset Tracking Market Analysis and Forecasts 2018 - 2023
6.1 Global Asset Tracking Market Forecasts 2018 – 2023
6.1.1 Total Asset Tracking Market
6.1.2 Asset Tracking Market by Segment
6.1.2.1 Asset Tracking Market by Hardware
6.1.2.1.1 Asset Tracking Market by Location Determination Technology
6.1.2.1.2 Asset Tracking Market by Real Time Location System (RTLS)
6.1.2.1.3 Asset Tracking Market by Barcode Scanner/Imager
6.1.2.1.4 Asset Tracking Market by Stationary Barcode Scanner
6.1.2.1.5 Asset Tracking Market by Barcode Scanner/Imager Technology Labels
6.1.2.1.6 Asset Tracking Market by Barcode Mobility
6.1.2.1.7 Asset Tracking Market by Barcode Connectivity
6.1.2.1.8 Asset Tracking Market by RFID Type
6.1.2.2 Asset Tracking Market by Software
6.1.2.2.1 Asset Tracking Market by Software Platform
6.1.2.3 Asset Tracking Market by Service
6.1.2.3.1 Asset Tracking Market by Professional Service
6.1.3 Asset Tracking Market by Asset Type
6.1.4 Asset Tracking Market by Function
6.1.5 Asset Tracking Market by Application
6.1.6 Asset Tracking Market by Deployment
6.1.7 Asset Tracking Market by Mobility Type
6.1.7.1 Asset Tracking Mobility Market by Mobile
6.1.8 Asset Tracking Market by Connection Type
6.1.8.1 Asset Tracking Market by Cellular Connection Type
6.1.9 Asset Tracking Market by Organization
6.1.10 Asset Tracking Market by Industry Vertical
6.1.11 AI Driven Asset Tracking Market
6.1.11.1 AI Driven Asset Tracking Market by Segment
6.1.11.2 AI Driven Asset Tracking Market by AI Technology
6.2 Regional Asset Tracking Market Forecasts 2018 – 2023
6.2.1 Asset Tracking Market by Region
6.2.2 North America Asset Tracking Market by IoT Tracking Device, Location Determination Technology, Software, Service, Asset Type, Functions, Application, Mobility, Connection Type, Industry Vertical, and Country
6.2.3 Europe Asset Tracking Market by IoT Tracking Device, Location Determination Technology, Software, Service, Asset Type, Functions, Application, Mobility, Connection Type, Industry Vertical, and Country
6.2.4 Asia Pacific Asset Tracking Market by IoT Tracking Device, Location Determination Technology, Software, Service, Asset Type, Functions, Application, Mobility, Connection Type, Industry Vertical, and Country
6.2.5 Latin America Asset Tracking Market by IoT Tracking Device, Location Determination Technology, Software, Service, Asset Type, Functions, Application, Mobility, Connection Type, Industry Vertical, and Country
6.2.6 Middle East and Africa Asset Tracking Market by IoT Tracking Device, Location Determination Technology, Software, Service, Asset Type, Functions, Application, Mobility, Connection Type, Industry Vertical, and Country
6.2.7 Asset Tracking Market by Top Ten Country
6.3 Asset Tracking IoT Smart Device Unit Shipment 2018 – 2023
6.4 Asset Tracking Location Determination Technology Unit Shipment 2018 – 2023
6.5 Asset Tracking Software Unit Shipment 2018 – 2023
7 Conclusions and Recommendations
7.1 Advertisers and Media Companies
7.2 Artificial Intelligence Providers
7.3 Automotive Companies
7.4 Broadband Infrastructure Providers
7.5 Communication Service Providers
7.6 Computing Companies
7.7 Data Analytics Providers
7.8 Equipment (Asset Tracking) Providers
7.9 Networking Equipment Providers
7.10 Networking Security Providers
7.11 Semiconductor Companies
7.12 IoT Suppliers and Service Providers
7.13 Software Providers
7.14 Smart City System Integrators
7.15 Automation System Providers
7.16 Social Media Companies
7.17 Workplace Solution Providers
7.18 Enterprise and Government
Figures
Figure 1: Asset Tracking System
Figure 2: Asset Tracking Technology Timeline
Figure 3: Multi-Site Asset Location Tracking
Figure 4: Asset Tracking Cellular Connectivity Technology
Figure 5: US Mobile Carrier Technology Replacement Timeline
Figure 6: Asset Tracking Technology Industry Adoption
Figure 7: In-Flight Asset Management
Figure 8: GPS Fleet Tracking
Figure 9: Satellite based Disaster Tracking Management
Figure 10: RFID Tag based Industrial Asset Tracking
Figure 11: GPS Enabled Personal Vehicle Tracking
Figure 12: Public Infrastructure Tracking
Figure 13: Construction Asset Tracking
Figure 14: Medical Inventory Tracking and Management
Figure 15: Global Asset Tracking Market 2018 - 2023
Figure 16: Global Asset Tracking Market Yearly Growth 2018 - 2023
Figure 17: Global AI Driven Asset Tracking Market 2018 – 2023
Figure 18: Global AI Driven Asset Tracking Market Share 2018 – 2023
Figure 19: North America AI Driven Asset Tracking Market 2018 – 2023
Figure 20: Europe AI Driven Asset Tracking Market 2018 – 2023
Figure 21: APAC AI Driven Asset Tracking Market 2018 – 2023
Figure 22: Latin America AI Driven Asset Tracking Market 2018 – 2023
Figure 23: MEA AI Driven Asset Tracking Market 2018 – 2023
Figure 24: Asset Tracking Market Share by Top Ten Country 2018 – 2023
Figure 25: Global Asset Tracking IoT Smart Device Unit Shipment 2018 – 2023
Figure 26: Global Asset Tracking Location Determination Technology Unit Shipment 2018 – 2023
Figure 27: Global Asset Tracking Location Determination Technology Unit Shipment Market Share 2018 – 2023
Figure 28: Global Asset Tracking Software Unit Shipment 2018 – 2023
Tables
Table 1: Global Asset Tracking Market by Segment 2018 – 2023
Table 2: Global Asset Tracking Market Share by Segment 2018 – 2023
Table 3: Global Asset Tracking Market by Hardware Type 2018 – 2023
Table 4: Global Asset Tracking Market Share by Hardware Type 2018 – 2023
Table 5: Global Asset Tracking Market by Location Determination Technology Type 2018 – 2023
Table 6: Global Asset Tracking Market Share by Location Determination Technology Type 2018 – 2023
Table 7: Global Asset Tracking Market by Real Time Location System (RTLS) Type 2018 – 2023
Table 8: Global Asset Tracking Market Share by Real Time Location System (RTLS) Type 2018 – 2023
Table 9: Global Asset Tracking Market by Barcode Scanner/Imager Type 2018 – 2023
Table 10: Global Asset Tracking Market Share by Barcode Scanner/Imager Type 2018 – 2023
Table 11: Global Asset Tracking Market by Stationary Barcode Scanner Type 2018 – 2023
Table 12: Global Asset Tracking Market Share by Stationary Barcode Scanner Type 2018 – 2023
Table 13: Global Asset Tracking Market by Barcode Scanner/Imager Technology Labels 2018 – 2023
Table 14: Global Asset Tracking Market Share by Barcode Scanner/Imager Technology Labels 2018 – 2023
Table 15: Global Asset Tracking Market by Barcode Mobility Type 2018 – 2023
Table 16: Global Asset Tracking Market Share by Barcode Mobility Type 2018 – 2023
Table 17: Global Asset Tracking Market by Barcode Connectivity Type 2018 – 2023
Table 18: Global Asset Tracking Market Share by Barcode Connectivity Type 2018 – 2023
Table 19: Global Asset Tracking Market by RFID Type 2018 – 2023
Table 20: Global Asset Tracking Market Share by RFID Type 2018 – 2023
Table 21: Global Asset Tracking Market by Software Type 2018 – 2023
Table 22: Global Asset Tracking Market Share by Software Type 2018 – 2023
Table 23: Global Asset Tracking Market by Software Platform 2018 – 2023
Table 24: Global Asset Tracking Market Share by Software Platform 2018 – 2023
Table 25: Global Asset Tracking Market by Service Type 2018 – 2023
Table 26: Global Asset Tracking Market Share by Service Type 2018 – 2023
Table 27: Global Asset Tracking Market by Professional Service Type 2018 – 2023
Table 28: Global Asset Tracking Market Share by Professional Service Type 2018 – 2023
Table 29: Global Asset Tracking Market by Asset Type 2018 – 2023
Table 30: Global Asset Tracking Market Share by Asset Type 2018 – 2023
Table 31: Global Asset Tracking Market by Function Type 2018 – 2023
Table 32: Global Asset Tracking Market Share by Function Type 2018 – 2023
Table 33: Global Asset Tracking Market by Application Type 2018 – 2023
Table 34: Global Asset Tracking Market Share by Application Type 2018 – 2023
Table 35: Global Asset Tracking Market by Deployment Type 2018 – 2023
Table 36: Global Asset Tracking Market Share by Deployment Type 2018 – 2023
Table 37: Global Asset Tracking Market by Mobility Type 2018 – 2023
Table 38: Global Asset Tracking Market by Mobility Type 2018 – 2023
Table 39: Global Asset Tracking Mobility Market by Mobile Type 2018 – 2023
Table 40: Global Asset Tracking Mobility Market Share by Mobile Type 2018 – 2023
Table 41: Global Asset Tracking Market by Connection Type 2018 – 2023
Table 42: Global Asset Tracking Market Share by Connection Type 2018 – 2023
Table 43: Global Asset Tracking Market by Cellular Connection Type 2018 – 2023
Table 44: Global Asset Tracking Market Share by Cellular Connection Type 2018 – 2023
Table 45: Global Asset Tracking Market by Organization Type 2018 – 2023
Table 46: Global Asset Tracking Market Share by Organization Type 2018 – 2023
Table 47: Global Asset Tracking Market by Industry Vertical 2018 – 2023
Table 48: Global Asset Tracking Market by Industry Vertical 2018 – 2023
Table 51: Global AI Driven Asset Tracking Market by Segment 2018 – 2023
Table 52: Global AI Driven Asset Tracking Market Share by Segment 2018 – 2023
Table 53: Global AI Driven Asset Tracking Market by AI Technology 2018 – 2023
Table 54: Global AI Driven Asset Tracking Market Share by AI Technology 2018 – 2023
Table 53: Asset Tracking Market by Region 2018 – 2023
Table 54: Asset Tracking Market Share by Region 2018 – 2023
Table 55: North America Asset Tracking Market by Segment 2018 – 2023
Table 56: North America Asset Tracking Market by Hardware Type 2018 – 2023
Table 57: North America Asset Tracking Market by Location Determination Technology Type 2018 – 2023
Table 58: North America Asset Tracking Market by Real Time Location System (RTLS) Type 2018 – 2023
Table 59: North America Asset Tracking Market by Barcode Scanner/Imager Type 2018 – 2023
Table 60: North America Asset Tracking Market by RFID Type 2018 – 2023
Table 61: North America Asset Tracking Market by Software Type 2018 – 2023
Table 62: North America Asset Tracking Market by Service Type 2018 – 2023
Table 63: North America Asset Tracking Market by Asset Type 2018 – 2023
Table 64: North America Asset Tracking Market by Function Type 2018 – 2023
Table 65: North America Asset Tracking Market by Application Type 2018 – 2023
Table 66: North America Asset Tracking Market by Mobility Type 2018 – 2023
Table 67: North America Asset Tracking Market by Connection Type 2018 – 2023
Table 68: North America Asset Tracking Market by Cellular Connection Type 2018 – 2023
Table 69: North America Asset Tracking Market by Industry Vertical 2018 – 2023
Table 70: North America Asset Tracking Market by Country 2018 – 2023
Table 71: North America Asset Tracking Market Share by Country 2018 – 2023
Table 72: Europe Asset Tracking Market by Segment 2018 – 2023
Table 73: Europe Asset Tracking Market by Hardware Type 2018 – 2023
Table 74: Europe Asset Tracking Market by Location Determination Technology Type 2018 – 2023
Table 75: Europe Asset Tracking Market by Real Time Location System (RTLS) Type 2018 – 2023
Table 76: Europe Asset Tracking Market by Barcode Scanner/Imager Type 2018 – 2023
Table 77: Europe Asset Tracking Market by RFID Type 2018 – 2023
Table 78: Europe Asset Tracking Market by Software Type 2018 – 2023
Table 79: Europe Asset Tracking Market by Service Type 2018 – 2023
Table 80: Europe Asset Tracking Market by Asset Type 2018 – 2023
Table 81: Europe Asset Tracking Market by Function Type 2018 – 2023
Table 82: Europe Asset Tracking Market by Application Type 2018 – 2023
Table 83: Europe Asset Tracking Market by Mobility Type 2018 – 2023
Table 84: Europe Asset Tracking Market by Connection Type 2018 – 2023
Table 85: Europe Asset Tracking Market by Cellular Connection Type 2018 – 2023
Table 86: Europe Asset Tracking Market by Industry Vertical 2018 – 2023
Table 87: Europe Asset Tracking Market by Country 2018 – 2023
Table 88: Europe Asset Tracking Market Share by Country 2018 – 2023
Table 89: APAC Asset Tracking Market by Segment 2018 – 2023
Table 90: APAC Asset Tracking Market by Hardware Type 2018 – 2023
Table 91: APAC Asset Tracking Market by Location Determination Technology Type 2018 – 2023
Table 92: APAC Asset Tracking Market by Real Time Location System (RTLS) Type 2018 – 2023
Table 93: APAC Asset Tracking Market by Barcode Scanner/Imager Type 2018 – 2023
Table 94: APAC Asset Tracking Market by RFID Type 2018 – 2023
Table 95: APAC Asset Tracking Market by Software Type 2018 – 2023
Table 96: APAC Asset Tracking Market by Service Type 2018 – 2023
Table 97: APAC Asset Tracking Market by Asset Type 2018 – 2023
Table 98: APAC Asset Tracking Market by Function Type 2018 – 2023
Table 99: APAC Asset Tracking Market by Application Type 2018 – 2023
Table 100: APAC Asset Tracking Market by Mobility Type 2018 – 2023
Table 101: APAC Asset Tracking Market by Connection Type 2018 – 2023
Table 102: APAC Asset Tracking Market by Cellular Connection Type 2018 – 2023
Table 103: APAC Asset Tracking Market by Industry Vertical 2018 – 2023
Table 104: APAC Asset Tracking Market by Country 2018 – 2023
Table 105: APAC Asset Tracking Market Share by Country 2018 – 2023
Table 106: Latin America Asset Tracking Market by Segment 2018 – 2023
Table 107: Latin America Asset Tracking Market by Hardware Type 2018 – 2023
Table 108: Latin America Asset Tracking Market by Location Determination Technology Type 2018 – 2023
Table 109: Latin America Asset Tracking Market by Real Time Location System (RTLS) Type 2018 – 2023
Table 110: Latin America Asset Tracking Market by Barcode Scanner/Imager Type 2018 – 2023
Table 111: Latin America Asset Tracking Market by RFID Type 2018 – 2023
Table 112: Latin America Asset Tracking Market by Software Type 2018 – 2023
Table 113: Latin America Asset Tracking Market by Service Type 2018 – 2023
Table 114: Latin America Asset Tracking Market by Asset Type 2018 – 2023
Table 115: Latin America Asset Tracking Market by Function Type 2018 – 2023
Table 116: Latin America Asset Tracking Market by Application Type 2018 – 2023
Table 117: Latin America Asset Tracking Market by Mobility Type 2018 – 2023
Table 118: Latin America Asset Tracking Market by Connection Type 2018 – 2023
Table 119: Latin America Asset Tracking Market by Cellular Connection Type 2018 – 2023
Table 120: Latin America Asset Tracking Market by Industry Vertical 2018 – 2023
Table 121: Latin America Asset Tracking Market by Country 2018 – 2023
Table 122: Latin America Asset Tracking Market Share by Country 2018 – 2023
Table 123: MEA Asset Tracking Market by Segment 2018 – 2023
Table 124: MEA Asset Tracking Market by Hardware Type 2018 – 2023
Table 125: MEA Asset Tracking Market by Location Determination Technology Type 2018 – 2023
Table 126: MEA Asset Tracking Market by Real Time Location System (RTLS) Type 2018 – 2023
Table 127: MEA Asset Tracking Market by Barcode Scanner/Imager Type 2018 – 2023
Table 128: MEA Asset Tracking Market by RFID Type 2018 – 2023
Table 129: MEA Asset Tracking Market by Software Type 2018 – 2023
Table 130: MEA Asset Tracking Market by Service Type 2018 – 2023
Table 131: MEA Asset Tracking Market by Asset Type 2018 – 2023
Table 132: MEA Asset Tracking Market by Function Type 2018 – 2023
Table 133: MEA Asset Tracking Market by Application Type 2018 – 2023
Table 134: MEA Asset Tracking Market by Mobility Type 2018 – 2023
Table 135: MEA Asset Tracking Market by Connection Type 2018 – 2023
Table 136: MEA Asset Tracking Market by Cellular Connection Type 2018 – 2023
Table 137: MEA Asset Tracking Market by Industry Vertical 2018 – 2023
Table 138: MEA Asset Tracking Market by Country 2018 – 2023
Table 139: MEA Asset Tracking Market Share by Country 2018 – 2023
Table 140: Asset Tracking Market by Top Ten Country 2018 – 2023
The Big Data Market: Business Case, Market Analysis and Forecasts 2018 – 2023
1 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
7.4.10 Classification Tree Analysis
7.4.11 Machine Learning
7.4.12 Neural Networks
7.4.13 Multilayer Perceptron (MLP)
7.4.14 Radial Basis Functions
7.4.15 Geospatial Predictive Modelling
7.4.16 Regression Analysis
7.4.17 Social 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
Connected Vehicle to Everything (V2X) Communications, Content, Applications, and Services 2018 – 2023
1 Introduction
1.1 V2V and V2X Overview
1.1.1 Impetus for V2V
1.1.2 V2V Technologies
1.1.3 Vehicle to Everything
1.2 Beyond Personal Motor Vehicles
1.2.1 Rail to Everything
1.2.2 Ship to Everything
1.2.3 Airplane to Everything
1.3 Important Technologies
1.3.1 WiFi
1.3.1.1 WiFi Direct
1.3.1.2 WiFi Based Technologies
1.3.2 Light Detection and Ranging (LIDAR)
1.3.3 Dedicated Short Range Communications (DSRC)
1.3.4 LTE Direct (LTE-D)
1.3.5 More on Cellular Support of V2X
1.4 Related Technologies and Solutions
1.4.1 Self-Driving and Autonomous Automobiles
1.4.2 Intelligent Transportation Systems
2 Impact on Industry Verticals
2.1 Public Safety
2.2 Insurance
2.3 Manufacturing
2.4 Retail
2.5 Transportation
2.6 Healthcare
2.7 Government
2.8 Education
2.9 Banking
3 V2X Market
3.1 Regional Investment in Transportation Networks and Systems
3.1.1 Americas
3.1.2 Asia
3.1.3 Europe
3.2 Applications
3.2.1 Enterprise
3.2.1.1 Fleet Management
3.2.1.2 Connecting Consumers to Retail
3.2.2 Connected Consumers
3.2.2.1 Entertainment
3.2.2.2 Social Networking
3.2.2.3 Safety and Security
3.2.3 Government
3.2.3.1 Intelligent Transportation
3.2.3.2 Smart Cities
4 V2V and V2X Market Drivers
4.1 Technology Availability and Applicability
4.1.1 Broadband
4.1.2 Software
4.1.2.1 Android Auto
4.1.2.2 Windows Embedded Automotive 7
4.1.2.3 Mirrolink
4.1.3 D2D Technologies
4.2 Solutions: Health, Safety, and Lifestyle
4.2.1 Incident Alerts
4.2.2 Real-time Traffic Feeds
4.2.3 Entertainment
4.2.4 Social Networking
4.2.5 Advertising
4.2.6 Commerce
5 Connected Vehicle Ecosystem
5.1 Vehicle Manufacturers
5.1.1 Select Companies and Solutions
5.1.1.1 Audi
5.1.1.2 Daimler
5.1.1.3 BMW
5.1.1.4 Fiat Chrysler
5.1.1.5 Ford Motor Company
5.1.1.6 General Motors
5.1.1.7 Honda
5.1.1.8 Hyundai
5.1.1.9 Nissan
5.1.1.10 Toyota
5.2 Software Developers
5.3 V2X Platform and Solution Providers
5.3.1 Select Companies and Solutions
5.3.1.1 AT&T
5.3.1.2 Google
5.3.1.3 IBM
5.3.1.4 Intel
5.3.1.5 Verizon
5.3.1.6 Qualcomm
5.4 Content Providers
5.5 Commerce Companies
5.6 Standardization and Industry Groups
5.6.1 3rd Generation Partnership Project (3GPP)
5.6.2 5G Automotive Association (5GAA)
5.6.3 Automotive Grade Linux (AGL)
5.6.4 Car Connectivity Consortium
5.6.5 CAR 2 CAR Communication Consortium
5.6.6 Federal Communications Commission
5.6.7 Open Automobile Alliance (OAA)
5.6.8 SmartDeviceLink Consortium
5.6.9 National Highway Traffic Safety Administratio
6.0 V2X Market Analysis
6.1 Global V2X Market Forecast 2018 – 2023
6.1.1 Total V2X Market
6.1.2 V2X Market by Segment
6.1.3 V2X Communication Market 2018 - 2023
6.1.3.1 Global V2X Communication Market by Communication Type
6.1.3.2 V2X Communication Market by Offering Type
6.1.3.2.1 V2X Communication Market by V2V Hardware Type
6.1.3.2.2 V2X Communication Market by V2I Hardware Type
6.1.3.2.3 V2X Communication Market by V2P Hardware Type
6.1.3.2.4 V2X Communication Market by V2D Hardware Type
6.1.3.2.5 V2X Communication Market by V2N Hardware Type
6.1.3.2.6 V2X Communication Market by V2C Hardware Type
6.1.3.2.7 V2X Communication Market by V2G Hardware Type
6.1.3.2.8 V2X Communication Market by V2H Hardware Type
6.1.3.2.9 V2X Communication Market by Software Type
6.1.3.2.10 V2X Communication Software Market by Over the Air Update (OTA) Type
6.1.3.3 V2X Communication Market by Application Type
6.1.3.4 V2X Communication Market by Technology Type
6.1.3.5 V2X Communication Market by Connectivity Type
6.1.3.5.1 V2X Communication Market by Cellular Connectivity Type
6.1.3.6 V2X Communication Market by Vehicle Type
6.1.3.7 V2X Communication Market by Vehicle Propulsion Type
6.1.3.8 V2X Communication Market by Solution Provider Type
6.1.4 In-Vehicle Infotainment System Market 2018 – 2023
6.1.4.1 In-Vehicle Infotainment System Market by Offering Type
6.1.4.1.1 In-Vehicle Infotainment System Market by Hardware Type
6.1.4.1.2 In-Vehicle Infotainment System Market by Software Type
6.1.4.1.3 In-Vehicle Infotainment System Software Market by Over the Air Update (OTA) Type
6.1.4.2 In-Vehicle Infotainment System Market by Application Type
6.1.4.3 In-Vehicle Infotainment System Market by Connectivity Type
6.1.4.3.1 In-Vehicle Infotainment System Market by Cellular Connectivity Type
6.1.4.4 In-Vehicle Infotainment System Market by Vehicle Type
6.1.4.5 In-Vehicle Infotainment System Market by Vehicle Propulsion Type
6.1.4.6 In-Vehicle Infotainment System Market by Solution Provider Type
6.1.5 V2X Market in Autonomous Vehicle
6.1.5.1 V2X Market in Autonomous Vehicle by Segment
6.1.6 V2X Market in Artificial Intelligence (AI)
6.1.6.1 V2X Market in AI by Segment
6.1.6.1.1 V2X Market in AI by Hardware Type
6.1.6.1.2 V2X Market in AI by Software Type
6.1.7 V2X Market in Cloud Computing
6.1.7.1 V2X Market in Cloud Computing by Segment
6.1.8 V2X Market in Big Data Analytics
6.1.8.1 V2X Market in Big Data Analytics by Segment
6.1.9 V2X Market in Quantum Computing
6.1.9.1 V2X Market in Quantum Computing by Segment
6.1.10 V2X Market in 5G
6.1.10.1 V2X Market in 5G by Segment
6.1.11 V2X Market in Edge Computing
6.1.11.1 V2X Market in Edge Computing by Segment
6.2 Regional V2X Market Forecast 2018 – 2023
6.2.1 V2X Market by Region
6.2.2 North America V2X Market by V2X Communication Segment, In-Vehicle Infotainment System Segment, and Leading Country
6.2.3 Europe V2X Market by V2X Communication Segment, In-Vehicle Infotainment System Segment, and Leading Country
6.2.4 APAC V2X Market by V2X Communication Segment, In-Vehicle Infotainment System Segment, and Leading Country
6.2.5 Latin America V2X Market by V2X Communication Segment, In-Vehicle Infotainment System Segment, and Leading Country
6.2.6 Middle East and Africa V2X Market by V2X Communication Segment, In-Vehicle Infotainment System Segment, and Leading Country
7.0 Conclusions and Recommendations
8 Appendix: Broadband Wireless Technologies supporting V2X
8.1 LTE
8.2 5G
8.3 Edge Computing
8.4 Connected Vehicle Apps and Content
Figures:
Figure 1: Global Market for Self Driving Cars
Figure 2: Trust in Autonomous Vehicles
Figure 3: Device to Device Communications
Figure 4: Leading Companies in Connected Vehicles
Figure 5: Google Integration in Audi
Figure 6: Personal Mobility Assistant at BMW
Figure 7: Smartphone Integration at Chrysler
Figure 8: Ride Sharing App at Ford
Figure 9: Mobile Commerce with GM
Figure 10: Honda R&D Lab
Figure 11: Connected Devices and Vehicles at Hyundai
Figure 12: Connected Vehicle Solutions at Nissan
Figure 13: Vehicle to Infrastructure Systems at Toyota
Figure 14: Qualcomm V2X Solutions
Figure 15: Global V2X Market 2018 – 2023
Figure 16: Global V2X Market in Autonomous Vehicle 2018 – 2023
Figure 17: Global V2X Market in Autonomous Vehicle 2018 – 2023
Figure 18: Global V2X Market in Cloud Computing 2018 – 2023
Figure 19: Global V2X Market in Big Data Analytics 2018 – 2023
Figure 20: Global V2X Market in Quantum Computing 2018 – 2023
Figure 21: Global V2X Market in 5G 2018 – 2023
Figure 22: Global V2X Market in Edge Computing 2018 – 2023
Figure 23: North America V2X Market in Autonomous Vehicle 2018 – 2023
Figure 24: North America V2X Market in AI 2018 – 2023
Figure 25: North America V2X Market in Cloud Computing 2018 – 2023
Figure 26: North America V2X Market in Big Data Analytics 2018 – 2023
Figure 27: North America V2X Market in Quantum Computing 2018 – 2023
Figure 28: North America V2X Market in 5G 2018 – 2023
Figure 29: North America V2X Market in Edge Computing 2018 – 2023
Figure 30: Europe V2X Market in Autonomous Vehicle 2018 – 2023
Figure 31: Europe V2X Market in AI 2018 – 2023
Figure 32: Europe V2X Market in Cloud Computing 2018 – 2023
Figure 33: Europe V2X Market in Big Data Analytics 2018 – 2023
Figure 34: Europe V2X Market in Quantum Computing 2018 – 2023
Figure 35: Europe V2X Market in 5G 2018 – 2023
Figure 36: Europe V2X Market in Edge Computing 2018 – 2023
Figure 37: APAC V2X Market in Autonomous Vehicle 2018 – 2023
Figure 38: APAC V2X Market in AI 2018 – 2023
Figure 39: APAC V2X Market in Cloud Computing 2018 – 2023
Figure 40: APAC V2X Market in Big Data Analytics 2018 – 2023
Figure 41: APAC V2X Market in Quantum Computing 2018 – 2023
Figure 42: APAC V2X Market in 5G 2018 – 2023
Figure 43: APAC V2X Market in Edge Computing 2018 – 2023
Figure 30: Latin America V2X Market in Autonomous Vehicle 2018 – 2023
Figure 45: Latin America V2X Market in AI 2018 – 2023
Figure 46: Latin America V2X Market in Cloud Computing 2018 – 2023
Figure 47: Latin America V2X Market in Big Data Analytics 2018 – 2023
Figure 48: Latin America V2X Market in Quantum Computing 2018 – 2023
Figure 49: Latin America V2X Market in 5G 2018 – 2023
Figure 50: Latin America V2X Market in Edge Computing 2018 – 2023
Figure 51: MEA V2X Market in Autonomous Vehicle 2018 – 2023
Figure 52: MEA V2X Market in AI 2018 – 2023
Figure 53: MEA V2X Market in Cloud Computing 2018 – 2023
Figure 54: MEA V2X Market in Big Data Analytics 2018 – 2023
Figure 55: MEA V2X Market in Quantum Computing 2018 – 2023
Figure 56: MEA V2X Market in 5G 2018 – 2023
Figure 57: MEA V2X Market in Edge Computing 2018 – 2023
Figure 58: 4G Evolution
Figure 59: Evolution of 5G
Figure 60: Driver Centric Infotainment System
Figure 61: Vehicle Centric Infotainment System
Tables:
Table 1: Global V2X Market by Segment 2018 – 2023
Table 2: Global V2X Communication Market by Communication Type 2018 – 2023
Table 3: Global V2X Communication Market by Offering Type 2018 – 2023
Table 4: Global V2X Communication Market by V2V Hardware Type 2018 – 2023
Table 5: Global V2X Communication Market by V2I Hardware Type 2018 – 2023
Table 6: Global V2X Communication Market by V2P Hardware Type 2018 – 2023
Table 7: Global V2X Communication Market by V2D Hardware Type 2018 – 2023
Table 8: Global V2X Communication Market by V2N Hardware Type 2018 – 2023
Table 9: Global V2X Communication Market by V2C Hardware Type 2018 – 2023
Table 10: Global V2X Communication Market by V2G Hardware Type 2018 – 2023
Table 11: Global V2X Communication Market by V2H Hardware Type 2018 – 2023
Table 12: Global V2X Communication Market by Software Type 2018 – 2023
Table 13: Global V2X Communication Software Market by Over the Air Update (OTA) Type 2018 – 2023
Table 14: Global V2X Communication Market by Application Type 2018 – 2023
Table 15: Global V2X Communication Market by Technology Type 2018 – 2023
Table 16: Global V2X Communication Market by Connectivity Type 2018 – 2023
Table 17: Global V2X Communication Market by Cellular Connectivity Type 2018 – 2023
Table 18: Global V2X Communication Market by Vehicle Type 2018 – 2023
Table 19: Global V2X Communication Market by Vehicle Propulsion Type 2018 – 2023
Table 20: Global V2X Communication Market by Solution Provider Type 2018 – 2023
Table 21: Global In-Vehicle Infotainment System Market by Offering Type 2018 – 2023
Table 22: Global In-Vehicle Infotainment System Market by Hardware Type 2018 – 2023
Table 23: Global In-Vehicle Infotainment System Market by Software Type 2018 – 2023
Table 24: Global In-Vehicle Infotainment System Software Market by Over the Air Update (OTA) Type 2018 – 2023
Table 25: Global In-Vehicle Infotainment System Market by Application Type 2018 – 2023
Table 26: Global In-Vehicle Infotainment System Market by Connectivity Type 2018 – 2023
Table 27: Global In-Vehicle Infotainment System Market by Cellular Connectivity Type 2018 – 2023
Table 28: Global In-Vehicle Infotainment System Market by Vehicle Type 2018 – 2023
Table 29: Global In-Vehicle Infotainment System Market by Vehicle Propulsion Type 2018 – 2023
Table 30: Global In-Vehicle Infotainment System Market by Solution Provider Type 2018 – 2023
Table 31: Global V2X Market in Autonomous Vehicle by Segment 2018 – 2023
Table 32: Global V2X Market in AI by Segment 2018 – 2023
Table 33: Global V2X Market in AI by Hardware Type 2018 – 2023
Table 34: Global V2X Market in AI by Software Type 2018 – 2023
Table 35: Global V2X Market in Cloud Computing by Segment 2018 – 2023
Table 36: Global V2X Market in Big Data Analytics by Segment 2018 – 2023
Table 37: Global V2X Market in Quantum Computing by Segment 2018 – 2023
Table 38: Global V2X Market in 5G by Segment 2018 – 2023
Table 39: Global V2X Market in Edge Computing by Segment 2018 – 2023
Table 40: V2X Market by Region 2018 – 2023
Table 41: North America V2X Market by Segment 2018 – 2023
Table 42: North America V2X Communication Market by Communication Type 2018 – 2023
Table 43: North America V2X Communication Market by Offering Type 2018 – 2023
Table 44: North America V2X Communication Market by V2V Hardware Type 2018 – 2023
Table 45: North America V2X Communication Market by V2I Hardware Type 2018 – 2023
Table 46: North America V2X Communication Market by V2P Hardware Type 2018 – 2023
Table 47: North America V2X Communication Market by V2D Hardware Type 2018 – 2023
Table 48: North America V2X Communication Market by V2N Hardware Type 2018 – 2023
Table 49: North America V2X Communication Market by V2C Hardware Type 2018 – 2023
Table 50: North America V2X Communication Market by V2G Hardware Type 2018 – 2023
Table 51: North America V2X Communication Market by V2H Hardware Type 2018 – 2023
Table 52: North America V2X Communication Market by Software Type 2018 – 2023
Table 53: North America V2X Communication Market by Application Type 2018 – 2023
Table 54: North America V2X Communication Market by Technology Type 2018 – 2023
Table 55: North America V2X Communication Market by Connectivity Type 2018 – 2023
Table 56: North America V2X Communication Market by Cellular Connectivity Type 2018 – 2023
Table 57: North America V2X Communication Market by Vehicle Type 2018 – 2023
Table 58: North America V2X Communication Market by Vehicle Propulsion Type 2018 – 2023
Table 59: North America V2X Communication Market by Solution Provider Type 2018 – 2023
Table 60: North America In-Vehicle Infotainment System Market by Offering Type 2018 – 2023
Table 61: North America In-Vehicle Infotainment System Market by Hardware Type 2018 – 2023
Table 62: North America In-Vehicle Infotainment System Market by Software Type 2018 – 2023
Table 63: North America In-Vehicle Infotainment System Market by Application Type 2018 – 2023
Table 64: North America In-Vehicle Infotainment System Market by Connectivity Type 2018 – 2023
Table 65: North America In-Vehicle Infotainment System Market by Cellular Connectivity Type 2018 – 2023
Table 66: North America In-Vehicle Infotainment System Market by Vehicle Type 2018 – 2023
Table 67: North America In-Vehicle Infotainment System Market by Vehicle Propulsion Type 2018 – 2023
Table 68: North America In-Vehicle Infotainment System Market by Solution Provider Type 2018 – 2023
Table 69: North America V2X Market By Leading Country 2018 – 2023
Table 70: Europe V2X Market by Segment 2018 – 2023
Table 71: Europe V2X Communication Market by Communication Type 2018 – 2023
Table 72: Europe V2X Communication Market by Offering Type 2018 – 2023
Table 73: Europe V2X Communication Market by V2V Hardware Type 2018 – 2023
Table 74: Europe V2X Communication Market by V2I Hardware Type 2018 – 2023
Table 75: Europe V2X Communication Market by V2P Hardware Type 2018 – 2023
Table 76: Europe V2X Communication Market by V2D Hardware Type 2018 – 2023
Table 77: Europe V2X Communication Market by V2N Hardware Type 2018 – 2023
Table 78: Europe V2X Communication Market by V2C Hardware Type 2018 – 2023
Table 79: Europe V2X Communication Market by V2G Hardware Type 2018 – 2023
Table 80: Europe V2X Communication Market by V2H Hardware Type 2018 – 2023
Table 81: Europe V2X Communication Market by Software Type 2018 – 2023
Table 82: Europe V2X Communication Market by Application Type 2018 – 2023
Table 83: Europe V2X Communication Market by Technology Type 2018 – 2023
Table 84: Europe V2X Communication Market by Connectivity Type 2018 – 2023
Table 85: Europe V2X Communication Market by Cellular Connectivity Type 2018 – 2023
Table 86: Europe V2X Communication Market by Vehicle Type 2018 – 2023
Table 87: Europe V2X Communication Market by Vehicle Propulsion Type 2018 – 2023
Table 88: Europe V2X Communication Market by Solution Provider Type 2018 – 2023
Table 89: Europe In-Vehicle Infotainment System Market by Offering Type 2018 – 2023
Table 90: Europe In-Vehicle Infotainment System Market by Hardware Type 2018 – 2023
Table 91: Europe In-Vehicle Infotainment System Market by Software Type 2018 – 2023
Table 92: Europe In-Vehicle Infotainment System Market by Application Type 2018 – 2023
Table 93: Europe In-Vehicle Infotainment System Market by Connectivity Type 2018 – 2023
Table 94: Europe In-Vehicle Infotainment System Market by Cellular Connectivity Type 2018 – 2023
Table 95: Europe In-Vehicle Infotainment System Market by Vehicle Type 2018 – 2023
Table 96: Europe In-Vehicle Infotainment System Market by Vehicle Propulsion Type 2018 – 2023
Table 97: Europe In-Vehicle Infotainment System Market by Solution Provider Type 2018 – 2023
Table 98: Europe V2X Market By Leading Country 2018 – 2023
Table 99: APAC V2X Market by Segment 2018 – 2023
Table 100: APAC V2X Communication Market by Communication Type 2018 – 2023
Table 101: APAC V2X Communication Market by Offering Type 2018 – 2023
Table 102: APAC V2X Communication Market by V2V Hardware Type 2018 – 2023
Table 103: APAC V2X Communication Market by V2I Hardware Type 2018 – 2023
Table 104: APAC V2X Communication Market by V2P Hardware Type 2018 – 2023
Table 105: APAC V2X Communication Market by V2D Hardware Type 2018 – 2023
Table 106: APAC V2X Communication Market by V2N Hardware Type 2018 – 2023
Table 107: APAC V2X Communication Market by V2C Hardware Type 2018 – 2023
Table 108: APAC V2X Communication Market by V2G Hardware Type 2018 – 2023
Table 109: APAC V2X Communication Market by V2H Hardware Type 2018 – 2023
Table 110: APAC V2X Communication Market by Software Type 2018 – 2023
Table 111: APAC V2X Communication Market by Application Type 2018 – 2023
Table 112: APAC V2X Communication Market by Technology Type 2018 – 2023
Table 113: APAC V2X Communication Market by Connectivity Type 2018 – 2023
Table 114: APAC V2X Communication Market by Cellular Connectivity Type 2018 – 2023
Table 115: APAC V2X Communication Market by Vehicle Type 2018 – 2023
Table 116: APAC V2X Communication Market by Vehicle Propulsion Type 2018 – 2023
Table 117: APAC V2X Communication Market by Solution Provider Type 2018 – 2023
Table 118: APAC In-Vehicle Infotainment System Market by Offering Type 2018 – 2023
Table 119: APAC In-Vehicle Infotainment System Market by Hardware Type 2018 – 2023
Table 120: APAC In-Vehicle Infotainment System Market by Software Type 2018 – 2023
Table 121: APAC In-Vehicle Infotainment System Market by Application Type 2018 – 2023
Table 122: APAC In-Vehicle Infotainment System Market by Connectivity Type 2018 – 2023
Table 123: APAC In-Vehicle Infotainment System Market by Cellular Connectivity Type 2018 – 2023
Table 124: APAC In-Vehicle Infotainment System Market by Vehicle Type 2018 – 2023
Table 125: APAC In-Vehicle Infotainment System Market by Vehicle Propulsion Type 2018 – 2023
Table 126: APAC In-Vehicle Infotainment System Market by Solution Provider Type 2018 – 2023
Table 127: APAC V2X Market By Leading Country 2018 – 2023
Table 128: Latin America V2X Market by Segment 2018 – 2023
Table 129: Latin America V2X Communication Market by Communication Type 2018 – 2023
Table 130: Latin America V2X Communication Market by Offering Type 2018 – 2023
Table 131: Latin America V2X Communication Market by V2V Hardware Type 2018 – 2023
Table 132: Latin America V2X Communication Market by V2I Hardware Type 2018 – 2023
Table 133: Latin America V2X Communication Market by V2P Hardware Type 2018 – 2023
Table 134: Latin America V2X Communication Market by V2D Hardware Type 2018 – 2023
Table 135: Latin America V2X Communication Market by V2N Hardware Type 2018 – 2023
Table 136: Latin America V2X Communication Market by V2C Hardware Type 2018 – 2023
Table 137: Latin America V2X Communication Market by V2G Hardware Type 2018 – 2023
Table 138: Latin America V2X Communication Market by V2H Hardware Type 2018 – 2023
Table 139: Latin America V2X Communication Market by Software Type 2018 – 2023
Table 140: Latin America V2X Communication Market by Application Type 2018 – 2023
Table 141: Latin America V2X Communication Market by Technology Type 2018 – 2023
Table 142: Latin America V2X Communication Market by Connectivity Type 2018 – 2023
Table 143: Latin America V2X Communication Market by Cellular Connectivity Type 2018 – 2023
Table 144: Latin America V2X Communication Market by Vehicle Type 2018 – 2023
Table 145: Latin America V2X Communication Market by Vehicle Propulsion Type 2018 – 2023
Table 146: Latin America V2X Communication Market by Solution Provider Type 2018 – 2023
Table 147: Latin America In-Vehicle Infotainment System Market by Offering Type 2018 – 2023
Table 148: Latin America In-Vehicle Infotainment System Market by Hardware Type 2018 – 2023
Table 149: Latin America In-Vehicle Infotainment System Market by Software Type 2018 – 2023
Table 150: Latin America In-Vehicle Infotainment System Market by Application Type 2018 – 2023
Table 151: Latin America In-Vehicle Infotainment System Market by Connectivity Type 2018 – 2023
Table 152: Latin America In-Vehicle Infotainment System Market by Cellular Connectivity Type 2018 – 2023
Table 153: Latin America In-Vehicle Infotainment System Market by Vehicle Type 2018 – 2023
Table 154: Latin America In-Vehicle Infotainment System Market by Vehicle Propulsion Type 2018 – 2023
Table 155: Latin America In-Vehicle Infotainment System Market by Solution Provider Type 2018 – 2023
Table 156: Latin America V2X Market By Leading Country 2018 – 2023
Table 157: MEA V2X Market by Segment 2018 – 2023
Table 158: MEA V2X Communication Market by Communication Type 2018 – 2023
Table 159: MEA V2X Communication Market by Offering Type 2018 – 2023
Table 160: MEA V2X Communication Market by V2V Hardware Type 2018 – 2023
Table 161: MEA V2X Communication Market by V2I Hardware Type 2018 – 2023
Table 162: MEA V2X Communication Market by V2P Hardware Type 2018 – 2023
Table 163: MEA V2X Communication Market by V2D Hardware Type 2018 – 2023
Table 164: MEA V2X Communication Market by V2N Hardware Type 2018 – 2023
Table 165: MEA V2X Communication Market by V2C Hardware Type 2018 – 2023
Table 166: MEA V2X Communication Market by V2G Hardware Type 2018 – 2023
Table 167: MEA V2X Communication Market by V2H Hardware Type 2018 – 2023
Table 168: MEA V2X Communication Market by Software Type 2018 – 2023
Table 169: MEA V2X Communication Market by Application Type 2018 – 2023
Table 170: MEA V2X Communication Market by Technology Type 2018 – 2023
Table 171: MEA V2X Communication Market by Connectivity Type 2018 – 2023
Table 172: MEA V2X Communication Market by Cellular Connectivity Type 2018 – 2023
Table 173: MEA V2X Communication Market by Vehicle Type 2018 – 2023
Table 174: MEA V2X Communication Market by Vehicle Propulsion Type 2018 – 2023
Table 175: MEA V2X Communication Market by Solution Provider Type 2018 – 2023
Table 176: MEA In-Vehicle Infotainment System Market by Offering Type 2018 – 2023
Table 177: MEA In-Vehicle Infotainment System Market by Hardware Type 2018 – 2023
Table 178: MEA In-Vehicle Infotainment System Market by Software Type 2018 – 2023
Table 179: MEA In-Vehicle Infotainment System Market by Application Type 2018 – 2023
Table 180: MEA In-Vehicle Infotainment System Market by Connectivity Type 2018 – 2023
Table 181: MEA In-Vehicle Infotainment System Market by Cellular Connectivity Type 2018 – 2023
Table 182: MEA In-Vehicle Infotainment System Market by Vehicle Type 2018 – 2023
Table 183: MEA In-Vehicle Infotainment System Market by Vehicle Propulsion Type 2018 – 2023
Table 184: MEA In-Vehicle Infotainment System Market by Solution Provider Type 2018 – 2023
Table 185: MEA V2X Market By Leading Country 2018 – 2023