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アジア太平洋地域のデジタルトランスフォーメーション(デジタル化):5G、人工知能(AI)、IoT(モノのインターネット)、スマートシティ 2019-2024年

Digital Transformation Asia Pacific: 5G, Artificial Intelligence, Internet of Things, and Smart Cities in APAC 2019 – 2024

 

出版社 出版年月電子版価格 ページ数図表数
Mind Commerce
マインドコマース
2019年11月US$2,500
シングルユーザライセンス
289 487

サマリー

米国調査会社マインドコマース(Mind Commerce)の調査レポート「アジア太平洋地域のデジタルトランスフォーメーション(デジタル化):5G、人工知能(AI)、IoT(モノのインターネット)、スマートシティ 2019-2024年」はまず、アジア太平洋地域の事業を拡張しようとするすべてのICT(情報技術)関連企業が知るべき、今後1-2年に5Gがビジネスに与える影響を予測している。アジア太平洋地域の5G、人工知能、IoT技術の役割と影響をわかりやすく記載している。またこれらの技術がスマートシティに与えると考えられる積極的な影響についても述べている。

Overview:

From predicting what will happen with 5G technology in the next few years to identifying how 5G will transform business, Digital Transformation Asia Pacific: 5G, Artificial Intelligence, Internet of Things, and Smart Cities in APAC 2019 – 2024 is must-have research for any ICT company looking to expand business within the region. This report represents the most comprehensive research available focused on the role and impact of 5G, AI, and IoT technologies in Asia Pac. It also provides analysis about how these technologies will have a positive feedback loop effect with smart cities.

This report identifies market opportunities for deployment and operations of key technologies within the Asia Pac region. While the biggest markets China, Korea, and Japan often get the most attention, it is important to also consider the fast growing ASEAN region including Indonesia, Malaysia, Philippines, Singapore, Thailand, Brunei, Laos, Myanmar, Cambodia and Vietnam. In fact, many lessons learned in leading Asia Pac countries will be applied to the ASEAN region. By way of example, H3C Technologies Co. Is planning to offer a comprehensive digital transformation platform within Thailand that includes core cloud and edge computing, big data, interconnectivity, information security, IoT, AI, and 5G solutions.

The AI segment is currently very fragmented, characterized with most companies focusing on a silo approaches to solutions. Longer term, Mind Commerce sees many solutions involving multiple AI types as well as integration across other key areas such as the Internet of Things (IoT) and data analytics. AI is expected to have a big impact on data management. However, the impact goes well beyond data management as we anticipate that these technologies will increasingly become part of every network, device, application, and service.

Data analytics at the edge of networks is very different than centralized cloud computing as data is contextual (example: collected and computed at a specific location) and may be processed in real-time (e.g. streaming data) via big data analytics technologies. Edge Computing represents an important ICT trend in which computational infrastructure is moving increasingly closer to the source of data processing needs. This movement to the edge does not diminish the importance of centralized computing such as is found with many cloud-based services. Instead, computing at the edge offers many complementary advantages including reduced latency for time sensitive data, lower capital costs and operational expenditures due to efficiency improvements.

For both core cloud infrastructure and edge computing equipment, the use of AI for decision making in IoT and data analytics will be crucial for efficient and effective decision making, especially in the area of streaming data and real-time analytics associated with edge computing networks. Real-time data will be a key value proposition for all use cases, segments, and solutions. The ability to capture streaming data, determine valuable attributes, and make decisions in real-time will add an entirely new dimension to service logic. In many cases, the data itself, and actionable information will be the service.

Many industry verticals will be transformed through AI integration with enterprise, industrial, and consumer product and service ecosystems. It is destined to become an integral component of business operations including supply chains, sales and marketing processes, product and service delivery and support models. The term for AI support of IoT (or AIoT) is just beginning to become part of the ICT lexicon as the possibilities for the former adding value to the latter are only limited by the imagination.

AI, IoT, and 5G will provide the intelligence, communications, connectivity and bandwidth necessary for highly functional and sustainable smart cities market solutions. The combination of these technologies are poised to produce solutions that will dramatically transform all aspects of ICT and virtually all industry verticals undergoing transformed through AI integration with enterprise, industrial, and consumer product and service ecosystems. The convergence of these technologies will attract innovation that will create further advancements in various industry verticals and other technologies such as robotics and virtual reality.

In addition, these technologies are destined to become an integral component of business operations including supply chains, sales and marketing processes, product and service delivery and support models. There will be a positive feedback loop created and sustained by leveraging the interdependent capabilities of AI, IoT, and 5G (e.g. a term Mind Commerce has coined as “AIoT5G”). For example, AI will work in conjunction with IoT to substantially improve smart city supply chains. Metropolitan area supply chains represent complex systems of organizations, people, activities, information, and resources involved in moving a product or service from supplier to customer.

Smart cities in particular represent a huge market for Asia Pac digital transformation through a combination of solutions deployed urban environments that are poised to transform the administration and support of living and working environments. Accordingly, Information and Communications Technologies (ICT) are transforming at a rapid rate, driven by urbanization, industrialization of emerging economies, and the specific needs of various smart city initiatives. Smart city development is emerging as a focal point for growth drivers in several key ICT areas including: 5G, AI, IoT, and the convergence of AI and IoT known as the Artificial Intelligence of Things or simply “AIoT”.  

Sustainable smart city technology deployments depend upon careful planning and execution as well as monitoring and adjustments as necessary. For example, feature/functionality must be blended to work efficiently across many different industry verticals as smart city address the needs of disparate market segments with multiple overlapping and sometimes mutually exclusive requirements. This will stimulate the need for both cross-industry coordination as well as orchestration of many different capabilities across several important technologies.

Select Report Findings:

•    Mobile Edge Computing will be key for private wireless implementation
•    AI, IoT, and 5G (AIoT5G) will be the most influential technologies for smart cities
•    Key 5G applications for business will be IoT connectivity, SMB/corporate mobility, and fixed wireless
•    IoT technology will need to adapt to support the dynamic between public and private wireless networks
•    IoT systems will become increasingly more cognitive rather than relying solely upon autonomic event-response logic

Report Benefits:

•    Identify a roadmap for successful digital transformation with key technologies
•    Recognize the impact of smart cities on ICT evolution and digital transformation
•    Understand the architectural framework and solutions for tomorrow’s digital ecosystems
•    Identify the impact of 5G, AI, edge computing, and IoT on enterprise and industrial segments
•    Understand how emerging technologies will transform service and resource management systems
•    Identify how the convergence of AI and IoT (AIoT) will pave the way towards the network of the future

Target Audience:

•    AI and IoT companies
•    Data analytics companies
•    ICT infrastructure suppliers
•    Communication service providers
•    Broadband infrastructure companies
•    National, state and local government



目次

1.0          Executive Summary
2.0          Introduction
2.1          Digital Transformation in Asia Pac
2.2          Technology Driven Transformation
2.2.1      Fifth Generation (5G) Cellular
2.2.2      Artificial Intelligence
2.2.3      Edge Computing
2.2.4      Internet of Things
2.2.5      Artificial Intelligence of Things
3.0          5G Market Outlook
3.1          Evolution of LTE to 5G Networks
3.1.1      LTE Advanced
3.1.2      Peer-to-Peer Communications: LTE Direct
3.1.3      LTE Advanced Pro
3.1.4      5G Network Deployment
3.2          5G Infrastructure
3.3          5G Capabilities
3.3.1      Scalability for Machine Communications
3.3.2      Optimizing Network, Application, and Service Needs
3.4          5G Applications and Services
3.4.1      Enhanced Mobile Broadband
3.4.2      Ultra-reliable Low-latency Communications
3.4.3      Massive Machine-type Communications
4.0          Artificial Intelligence Market Outlook
4.1          AI Technology Matrix
4.1.1      Machine Learning
4.1.2      Natural Language Processing
4.1.3      Computer Vision
4.1.4      Speech Recognition
4.1.5      Context Aware Processing
4.1.6      Artificial Neural Networks
4.1.7      Predictive APIs
4.1.8      Autonomous Robotics
4.2          AI Technology Readiness
4.3          Machine Learning APIs
4.3.1      IBM Watson API
4.3.2      Microsoft Azure Machine Learning API
4.3.3      Google Prediction API
4.3.4      Amazon Machine Learning API
4.3.5      BigML
4.3.6      AT&T Speech API
4.3.7      Wit.ai
4.3.8      AlchemyAPI
4.3.9      Diffbot
4.3.10    PredictionIO
4.3.11    General Application Environment
4.4          AI Technology Goals
4.5          AI Tools and Approaches
4.6          Emotion Detection with AI
4.6.1      Facial Detection APIs
4.6.2      Text Recognition APIs
4.6.3      Speech Recognition APIs
4.7          IoT Application and Big Data Analytics
4.8          Data Science and Predictive Analytics
4.9          AI in Edge Computing and 5G Networks
4.10        Cloud Computing and Machine Learning
4.11        Smart Machine and Virtual Twinning
4.12        Factory Automation and Industry 4.0
4.13        Building Automation and Smart Workplace
4.13.1    Cloud Robotics and Public Security
4.14        Self-Driven Network and Domain Specific Network
4.15        Predictive 3D Design
4.16        Market Solutions and Application Analysis
4.16.1    AI Market Landscape
4.16.2    AI Application Delivery Platform
4.16.3    AIaaS and MLaaS
4.16.4    Enterprise Adoption and External Investment
4.16.5    Enterprise AI Drive Productivity Gains
4.16.6    AI Patent and Regulatory Framework
4.16.7    Value Chain Analysis
4.16.8    IoT Ecosystem
4.16.9    AI Use Case Analysis
4.16.10  Competitive Landscape Analysis
5.0          Internet of Things Market Outlook
5.1          IoT Overview
5.2          IoT Technology
5.3          IoT Functional Structure
5.4          IoT Network Architecture
5.5          Economic Impact Analysis
5.6          Market Factors and Challenges
5.7          Machine Learning and other forms of Artificial Intelligence
5.8          The Artificial Intelligence of Things
5.9          Edge Computing and Fog Computing
5.10        Digital Twin Technology
5.11        5G to Drive Substantial IoT Network Expansion
6.0          Artificial Intelligence of Things Market Outlook
6.1          The Artificial Intelligence of Things
6.2          AIoT Market Analysis
6.2.1      Equipment and Components
6.2.2      Cloud Equipment and Deployment
6.2.3      3D Sensing Technology
6.2.4      Software and Data Analytics
6.2.5      AIoT Platforms
6.2.6      Deployment and Services
6.3          AIoT Sub-Markets
6.3.1      Supporting Device and Connected Objects
6.3.2      IoT Data as a Service
6.3.3      AI Decisions as a Service
6.3.4      APIs and Interoperability
6.3.5      Smart Objects
6.3.6      Smart City Considerations
6.3.7      Industrial Transformation
6.3.8      Cognitive Computing and Computer Vision
6.3.9      Consumer Appliances
6.3.10    Domain Specific Network Considerations
6.3.11    3D Sensing Applications
6.3.12    Predictive 3D Design
6.4          AIoT Supporting Technologies
6.4.1      Cognitive Computing
6.4.2      Computer Vision
6.4.3      Machine Learning Capabilities and APIs
6.4.4      Neural Networks
6.4.5      Context Aware Processing
6.5          AIoT Enabling Technologies and Solutions
6.5.1      Edge Computing
6.5.2      Blockchain Networks
6.5.3      Cloud Technologies
6.5.4      5G Technologies
6.5.5      AIoT Digital Twin Technology and Solutions
6.5.6      Smart Machines
6.5.7      Cloud Robotics
6.5.8      Predictive Analytics and Real Time Processing
6.5.9      Post Event Processing
6.5.10    Haptic Technology
7.0          Digital Transformation in Asia Pac Market Analysis and Forecasts
7.1          LTE and 5G Services in Asia Pacific
7.1.1      LTE and 5G Services in APAC 2019 – 2024
7.1.2      LTE and 5G Services in APAC by Country 2019 – 2024
7.2          AI Technology in Asia Pacific
7.2.1      AI Chipsets in Asia Pac 2019 – 2024
7.2.2      AI Technology in Asia Pacific 2019 – 2024
7.2.3      AI Technology in Asia Pacific by Country
7.3          IoT Technology in Asia Pacific
7.3.1      IoT Technology in APAC 2019 – 2024
7.3.2      IoT Technology in Asia Pacific by Country 2019 – 2024
7.4          AIoT Technology in Asia Pacific
7.4.1      AIoT Technology in Asia Pacific 2019 – 2024
7.4.2      AIoT in APAC by Technology and Solution 2019 – 2024
8.0          Summary and Conclusions
8.1          Transformation of ICT Networks
8.2          Broadband Evolution is a Key Factor
8.3          The Rise of Private Wireless Networks
8.4          The Rise of Edge Networking and Computing
8.5          Optimizing Data Management is Crucial
8.6          Digital Transformation in Manufacturing and Industrial Automation

Figures

Figure 1: 4G LTE D2D Architecture             
Figure 2: 4G LTE to 5G Spectrum Evolution            
Figure 3: Supervised, Unsupervised, and Reinforcement Learning            
Figure 4: AI Technology Matrix   
Figure 5: AI Technology Readiness Matrix             
Figure 6: AI Technology Goals and Outcomes      
Figure 7: Deep Leaning and Emotion AI  
Figure 8: AI Predictive Analytics Layer     
Figure 9: 5G NR Requirement for AI Network      
Figure 10: AI Driven Smart Machine Landscape   
Figure 11: IIoT MLaaS Landscape               
Figure 12: AI Smart Workplace Automation Landscape    
Figure 13: AI Device and Things Matrix   
Figure 14: AI Software and Platform Matrix          
Figure 15: AI Component and Chipsets Matrix    
Figure 16: AI Application Matrix
Figure 17: AI Driven Enterprise Productivity Gains             
Figure 16: AI Supervised Human Worker               
Figure 19: Artificial Intelligence Landscape and Impact    
Figure 20: AI Industry Application Matrix               
Figure 21: AI Vendor Landscape                
Figure 22: IoT Functional Structure           
Figure 23: IoT Network Architecture        
Figure 24: IoT AI Architecture
Figure 25: Defining the Artificial Intelligence of Things     
Figure 26: Data Management in AIoT      
Figure 27: AIoT and Digital Transformation            
Figure 28: IoT Edge Architecture                
Figure 29: IoT Digital Twin Architecture   
Figure 30: 5G IoT Architecture    
Figure 31: AIoT Edge Architecture             
Figure 32: NVidia Edge AI platform           
Figure 33: IoT Cloud Architecture              
Figure 34: AI Enabled Smart Machines    
Figure 35: AI Chipset Technology and Product Matrix      
Figure 37: APAC IoT Data as a Service Market in AIoT 2019 – 2024               
Figure 38: APAC AI Decision as a Service Market in AIoT 2019 – 2024         
Figure 39: APAC Blockchain Driven AIoT Market 2019 – 2024         
Figure 40: APAC 5G Driven AIoT Market 2019 – 2024
Figure 41: APAC Artificial Intelligence Market in Smart Cities 2019 – 2024                
Figure 42: APAC IoT Market in Smart Cities 2019 – 2024   
Figure 43: APAC 5G Market in Smart Cities 2019 – 2024   
Figure 44: APAC Cloud Computing Market in Smart Cities 2019 – 2024      
Figure 45: APAC Big Data Analytics Market in Smart Cities 2019 – 2024      
Figure 46: APAC Quantum Computing Market in Smart Cities 2019 – 2024              
Figure 47: APAC Edge Computing Market in Smart Cities 2019 – 2024        
Figure 48: APAC High Performance Computing Market in Smart Cities 2019 – 2024             

Tables

Table 1: AI External Investment
Table 2: AI Driven Economic Transaction Percentage        
Table 3: AI Business Analytics Software Percentage         
Table 4: AI Self Service Visual Discovery
Table 5: AI Building Security System Percentage                
Table 6: AI Generated Business Content Percentage       
Table 7: AI Patent Leaders           
Table 8: Asia Pac LTE and 5G Apps and Service Market 2019 – 2024            
Table 9: APAC LTE and 5G Subscription by Country 2019 – 2024   
Table 10: AI Chipsets Market in Asia Pac 2019 – 2024        
Table 11: APAC AI Chipsets Market by Segment 2019 – 2024        
Table 12: APAC AI Chipsets Market by Hardware Type 2019 – 2024            
Table 13: APAC AI Chipsets Market by Product Type 2019 – 2024                
Table 14: APAC AI Chipsets Product Market by Technology Type 2019 – 2024       
Table 15: APAC AI Chipsets Market by Processors Type 2019 – 2024          
Table 16: APAC AI Chipsets Software Market by AI Technology 2019 – 2024          
Table 17: APAC AI Chipsets Software Market by ML Technology 2019 – 2024        
Table 18: APAC AI Chipsets Market by Service Type 2019 – 2024
Table 19: APAC AI Chipsets Market by Professional Service Type 2019 – 2024       
Table 20: APAC AI Chipsets Market by Deployment Platform 2019 – 2024               
Table 21: APAC AI Chipsets Market by IoT Device Type 2019 – 2024           
Table 22: APAC AI Chipsets Market by Wearable Device Type 2019 – 2024             
Table 23: APAC AI Chipsets Market by Medical and Healthcare Device Type 2019 – 2024
Table 24: APAC AI Chipsets Market by Smart Appliances Type 2019 – 2024             
Table 25: APAC AI Chipsets Market by Industrial Machine Type 2019 – 2024          
Table 26: APAC AI Chipsets Market by Entertainment Device Type 2019 – 2024   
Table 27: APAC AI Chipsets Market by Security Device Type 2019 – 2024
Table 28: APAC AI Chipsets Market by Network Device Type 2019 – 2024               
Table 29: APAC AI Chipsets Market by Connected Vehicle Device Type 2019 – 2024           
Table 30: APAC AI Chipsets Market by Smart Grid Device Type 2019 – 2024           
Table 31: APAC AI Chipsets Market by Military Device Type 2019 – 2024  
Table 32: APAC AI Chipsets Market by Energy Management Device Type 2019 – 2024      
Table 33: APAC AI Chipsets Market by Agriculture Specific Device Type 2019 – 2024          
Table 34: APAC AI Chipsets Market by Non-IoT Device Type 2019 – 2024                
Table 35: APAC AI Chipsets Market by IoT “Things” Type 2019 – 2024       
Table 36: APAC AI Chipsets Market by Application Type 2019 – 2024         
Table 37: APAC AI Chipsets Market by Industry Vertical 2019 – 2024         
Table 38: APAC AI Chipsets Market by Healthcare Application 2019 – 2024             
Table 39: APAC AI Chipsets Market by Manufacturing Application 2019 – 2024     
Table 40: APAC AI Chipsets Market by Consumer Electronics Application 2019 – 2024       
Table 41: APAC AI Chipsets Market by Automotive and Transportation Application 2019 – 2024   
Table 42: APAC AI Chipsets Market by Consumer Application 2019 – 2024              
Table 43: APAC AI Chipsets Market by Marketing Application 2019 – 2024              
Table 44: APAC AI Chipsets Market by FinTech Application 2019 – 2024   
Table 45: APAC AI Chipsets Market by Building and Construction Application 2019 – 2024
Table 46: APAC AI Chipsets Market by Agriculture Application 2019 – 2024             
Table 47: APAC AI Chipsets Market by Security and Surveillance Application 2019 – 2024
Table 48: APAC AI Chipsets Market by Government and Military Application 2019 – 2024                
Table 49: APAC AI Chipsets Market by Human Resource Application 2019 – 2024                
Table 50: APAC AI Chipsets Market by Legal Application 2019 – 2024         
Table 51: APAC AI Chipsets Market by Telecommunications and IT Application 2019 – 2024            
Table 52: APAC AI Chipsets Market by Oil, Gas and Mining Application 2019 – 2024            
Table 53: APAC AI Chipsets Market by Logistics Application 2019 – 2024  
Table 54: APAC AI Chipsets Market by Education Application 2019 – 2024               
Table 55: APAC AI Chipsets Market by AI Sector 2019 – 2024        
Table 56: APAC AI Chipsets Market by Country 2019 – 2024          
Table 57: APAC AI Market by Segments 2019 – 2024         
Table 58: APAC AI Market by Hardware 2019 – 2024         
Table 59: APAC AI Market by Embedded Device 2019 – 2024        
Table 60: APAC AI Market by Non-IoT Device 2019 – 2024              
Table 61: APAC AI Market by IoT Device 2019 – 2024        
Table 62: APAC AI Market by Wearable Device 2019 – 2024           
Table 63: APAC AI Market by Medical and Healthcare Device 2019 – 2024               
Table 64: APAC AI Market by Smart Appliances 2019 – 2024          
Table 65: APAC AI Market by Industrial Machines 2019 – 2024     
Table 66: APAC AI Market by Robots and Drone 2019 – 2024        
Table 67: APAC AI Market by Service Robots 2019 – 2024               
Table 68: APAC AI Market by Entertainment Device 2019 – 2024
Table 69: APAC AI Market by Security Device 2019 – 2024              
Table 70: APAC AI Market by Networking Device 2019 – 2024      
Table 162: APAC AI Market by In-Vehicle IoT Device 2019 – 2024                
Table 72: APAC AI Market by Smart Grid Device 2019 – 2024         
Table 73: APAC AI Market by Military Device 2019 – 2024               
Table 74: APAC AI Market by Energy Management Device 2019 – 2024    
Table 75: APAC AI Market by Agriculture Specific Device 2019 – 2024        
Table 76: APAC AI Market by Embedded IoT System 2019 – 2024               
Table 77: APAC AI Market by Semiconductor Components 2019 – 2024   
Table 78: APAC AI Market by Wearable and Embedded Components 2019 – 2024              
Table 79: APAC AI Market by RTLS 2019 – 2024    
Table 80: APAC AI Market by Barcode 2019 – 2024            
Table 81: APAC AI Market by Barcode Scanner 2019 – 2024           
Table 82: APAC AI Market by Barcode Scanner Technology Labels 2019 – 2024     
Table 83: APAC AI Market by Barcode Stickers 2019 – 2024            
Table 84: APAC AI Market by RFID 2019 – 2024    
Table 85: APAC AI Market by RFID Tags 2019 – 2024          
Table 86: APAC AI Market by Sensors 2019 – 2024             
Table 87: APAC AI Market by Processors 2019 – 2024       
Table 88: APAC AI Market by Software 2019 – 2024          
Table 89: APAC AI Market by Software Category 2019 – 2024
Table 90: APAC AI Market by AI Platforms 2019 – 2024    
Table 91: APAC AI Market by Services 2019 – 2024            
Table 92: APAC AI Market by Professional Services 2019 – 2024  
Table 93: APAC AI Market by Management Functions 2019 – 2024             
Table 94: APAC AI Market by Technology 2019 – 2024      
Table 95: APAC AI Market by Machine Learning 2019 – 2024         
Table 96: APAC AI Market by Industry Vertical 2019 – 2024            
Table 97: APAC AI Market by Medical and Healthcare Application 2019 – 2024      
Table 98: APAC AI Market by Manufacturing Application 2019 – 2024       
Table 99: APAC AI Market by Consumer Electronics Application 2019 – 2024          
Table 100: APAC AI Market by Automotive and Transportation Application 2019 – 2024   
Table 101: APAC AI Market by Retail and Apparel Application 2019 – 2024              
Table 102: APAC AI Market by Marketing and Advertising Application 2019 – 2024             
Table 103: APAC AI Market by FinTech Application 2019 – 2024   
Table 104: APAC AI Market by Building and Construction Application 2019 – 2024               
Table 105: APAC AI Market by Agriculture Application 2019 – 2024             
Table 106: APAC AI Market by Security and Surveillance Application 2019 – 2024
Table 107: APAC AI Market by Government, Military, and Aerospace Application 2019 – 2024      
Table 199: APAC AI Market by Human Resource Application 2019 – 2024                
Table 109: APAC AI Market by Legal and Law Application 2019 – 2024       
Table 110: APAC AI Market by Telecommunication and IT Application 2019 – 2024              
Table 111: APAC AI Market by Oil, Gas, and Mining Application 2019 – 2024           
Table 112: APAC AI Market by Logistics Application 2019 – 2024  
Table 113: APAC AI Market by Education and Learning Application 2019 – 2024    
Table 114: APAC AI Market by Solution 2019 – 2024          
Table 115: APAC AI Market by Deployment 2019 – 2024
Table 116: APAC AI Market by Cloud Deployment 2019 – 2024     
Table 117: APAC AI Market by AI System 2019 – 2024      
Table 118: APAC AI Market by AI System 2019 – 2024      
Table 119: APAC AI Market by Connectivity 2019 – 2024
Table 120: APAC AI Market by Non-Telecom Connectivity 2019 – 2024     
Table 121: APAC AI Market by Telecom Connectivity 2019 – 2024               
Table 122: APAC AI Market by Connectivity Standard 2019 – 2024              
Table 123: APAC AI Market by Enterprise 2019 – 2024      
Table 124: APAC AI Market by IoT Network 2019 – 2024
Table 125: APAC AI Market by Leading Country 2019 – 2024          
Table 126: China AI Market by Segments 2019 – 2024      
Table 127: China AI Market by Hardware 2019 – 2024       
Table 128: China AI Market by Embedded Device 2019 – 2024      
Table 129: China AI Market by Non-IoT Device 2019 – 2024           
Table 130: China AI Market by IoT Device 2019 – 2024      
Table 131: China AI Market by Wearable Device 2019 – 2024        
Table 132: China AI Market by Medical and Healthcare Device 2019 – 2024            
Table 133: China AI Market by Smart Appliances 2019 – 2024        
Table 134: China AI Market by Industrial Machines 2019 – 2024   
Table 135: China AI Market by Robots and Drone 2019 – 2024      
Table 136: China AI Market by Service Robots 2019 – 2024             
Table 137: China AI Market by Entertainment Device 2019 – 2024              
Table 138: China AI Market by Security Device 2019 – 2024            
Table 139: China AI Market by Networking Device 2019 – 2024    
Table 140: China AI Market by In-Vehicle IoT Device 2019 – 2024                
Table 141: China AI Market by Smart Grid Device 2019 – 2024      
Table 142: China AI Market by Military Device 2019 – 2024             
Table 143: China AI Market by Energy Management Device 2019 – 2024
Table 144: China AI Market by Agriculture Specific Device 2019 – 2024     
Table 145: China AI Market by Embedded IoT System 2019 – 2024             
Table 146: China AI Market by Semiconductor Components 2019 – 2024
Table 147: China AI Market by Wearable and Embedded Components 2019 – 2024            
Table 148: China AI Market by RTLS 2019 – 2024
Table 149: China AI Market by Barcode 2019 – 2024          
Table 150: China AI Market by Barcode Scanner 2019 – 2024         
Table 151: China AI Market by Barcode Scanner Technology Labels 2019 – 2024   
Table 152: China AI Market by Barcode Stickers 2019 – 2024         
Table 153: China AI Market by RFID 2019 – 2024
Table 154: China AI Market by RFID Tags 2019 – 2024       
Table 155: China AI Market by Sensors 2019 – 2024           
Table 156: China AI Market by Processors 2019 – 2024     
Table 157: China AI Market by Software 2019 – 2024        
Table 158: China AI Market by Software Category 2019 – 2024     
Table 159: China AI Market by AI Platforms 2019 – 2024  
Table 160: China AI Market by Services 2019 – 2024          
Table 161: China AI Market by Professional Services 2019 – 2024                
Table 162: China AI Market by Management Functions 2019 – 2024          
Table 163: China AI Market by Technology 2019 – 2024   
Table 164: China AI Market by Machine Learning 2019 – 2024       
Table 165: China AI Market by Industry Vertical 2019 – 2024         
Table 166: China AI Market by Medical and Healthcare Application 2019 – 2024   
Table 167: China AI Market by Manufacturing Application 2019 – 2024     
Table 168: China AI Market by Consumer Electronics Application 2019 – 2024       
Table 169: China AI Market by Automotive and Transportation Application 2019 – 2024   
Table 170: China AI Market by Retail and Apparel Application 2019 – 2024
Table 171: China AI Market by Marketing and Advertising Application 2019 – 2024             
Table 172: China AI Market by FinTech Application 2019 – 2024   
Table 173: China AI Market by Building and Construction Application 2019 – 2024               
Table 174: China AI Market by Agriculture Application 2019 – 2024             
Table 175: China AI Market by Security and Surveillance Application 2019 – 2024
Table 176: China AI Market by Government, Military, and Aerospace Application 2019 – 2024      
Table 177: China AI Market by Human Resource Application 2019 – 2024                
Table 178: China AI Market by Legal and Law Application 2019 – 2024       
Table 179: China AI Market by Telecommunication and IT Application 2019 – 2024              
Table 180: China AI Market by Oil, Gas, and Mining Application 2019 – 2024           
Table 181: China AI Market by Logistics Application 2019 – 2024  
Table 182: China AI Market by Education and Learning Application 2019 – 2024    
Table 183: China AI Market by Solution 2019 – 2024          
Table 184: China AI Market by Deployment 2019 – 2024
Table 185: China AI Market by Cloud Deployment 2019 – 2024     
Table 186: China AI Market by AI System 2019 – 2024      
Table 187: China AI Market by AI System 2019 – 2024      
Table 188: China AI Market by Connectivity 2019 – 2024
Table 189: China AI Market by Non-Telecom Connectivity 2019 – 2024     
Table 190: China AI Market by Telecom Connectivity 2019 – 2024               
Table 191: China AI Market by Connectivity Standard 2019 – 2024              
Table 192: China AI Market by Enterprise 2019 – 2024      
Table 193: China AI Market by IoT Network 2019 – 2024
Table 194: South Korea AI Market by Segments 2019 – 2024         
Table 195: South Korea AI Market by Hardware 2019 – 2024         
Table 196: South Korea AI Market by Embedded Device 2019 – 2024        
Table 197: South Korea AI Market by Non-IoT Device 2019 – 2024              
Table 198: South Korea AI Market by IoT Device 2019 – 2024        
Table 199: South Korea AI Market by Wearable Device 2019 – 2024           
Table 200: South Korea AI Market by Medical and Healthcare Device 2019 – 2024               
Table 201: South Korea AI Market by Smart Appliances 2019 – 2024          
Table 202: South Korea AI Market by Industrial Machines 2019 – 2024     
Table 203: South Korea AI Market by Robots and Drone 2019 – 2024
Table 204: South Korea AI Market by Service Robots 2019 – 2024               
Table 205: South Korea AI Market by Entertainment Device 2019 – 2024
Table 206: South Korea AI Market by Security Device 2019 – 2024              
Table 207: South Korea AI Market by Networking Device 2019 – 2024      
Table 208: South Korea AI Market by In-Vehicle IoT Device 2019 – 2024  
Table 209: South Korea AI Market by Smart Grid Device 2019 – 2024         
Table 210: South Korea AI Market by Military Device 2019 – 2024               
Table 211: South Korea AI Market by Energy Management Device 2019 – 2024    
Table 212: South Korea AI Market by Agriculture Specific Device 2019 – 2024        
Table 213: South Korea AI Market by Embedded IoT System 2019 – 2024               
Table 214: South Korea AI Market by Semiconductor Components 2019 – 2024   
Table 215: South Korea AI Market by Wearable and Embedded Components 2019 – 2024              
Table 216: South Korea AI Market by RTLS 2019 – 2024    
Table 217: South Korea AI Market by Barcode 2019 – 2024            
Table 218: South Korea AI Market by Barcode Scanner 2019 – 2024           
Table 219: South Korea AI Market by Barcode Scanner Technology Labels 2019 – 2024     
Table 220: South Korea AI Market by Barcode Stickers 2019 – 2024            
Table 221: South Korea AI Market by RFID 2019 – 2024    
Table 222: South Korea AI Market by RFID Tags 2019 – 2024          
Table 223: South Korea AI Market by Sensors 2019 – 2024             
Table 224: South Korea AI Market by Processors 2019 – 2024       
Table 225: South Korea AI Market by Software 2019 – 2024
Table 226: South Korea AI Market by Software Category 2019 – 2024       
Table 227: South Korea AI Market by AI Platforms 2019 – 2024
Table 228: South Korea AI Market by Services 2019 – 2024            
Table 229: South Korea AI Market by Professional Services 2019 – 2024  
Table 230: South Korea AI Market by Management Functions 2019 – 2024             
Table 231: South Korea AI Market by Technology 2019 – 2024      
Table 232: South Korea AI Market by Machine Learning 2019 – 2024         
Table 233: South Korea AI Market by Industry Vertical 2019 – 2024            
Table 234: South Korea AI Market by Medical and Healthcare Application 2019 – 2024      
Table 235: South Korea AI Market by Manufacturing Application 2019 – 2024       
Table 236: South Korea AI Market by Consumer Electronics Application 2019 – 2024          
Table 237: South Korea AI Market by Automotive and Transportation Application 2019 – 2024     
Table 238: South Korea AI Market by Retail and Apparel Application 2019 – 2024                
Table 239: South Korea AI Market by Marketing and Advertising Application 2019 – 2024                
Table 240: South Korea AI Market by FinTech Application 2019 – 2024      
Table 241: South Korea AI Market by Building and Construction Application 2019 – 2024  
Table 242: South Korea AI Market by Agriculture Application 2019 – 2024               
Table 243: South Korea AI Market by Security and Surveillance Application 2019 – 2024   
Table 244: South Korea AI Market by Government, Military, and Aerospace Application 2019 – 2024         
Table 245: South Korea AI Market by Human Resource Application 2019 – 2024   
Table 246: South Korea AI Market by Legal and Law Application 2019 – 2024         
Table 247: South Korea AI Market by Telecommunication and IT Application 2019 – 2024                
Table 248: South Korea AI Market by Oil, Gas, and Mining Application 2019 – 2024             
Table 249: South Korea AI Market by Logistics Application 2019 – 2024     
Table 250: South Korea AI Market by Education and Learning Application 2019 – 2024      
Table 251: South Korea AI Market by Solution 2019 – 2024            
Table 252: South Korea AI Market by Deployment 2019 – 2024    
Table 253: South Korea AI Market by Cloud Deployment 2019 – 2024       
Table 254: South Korea AI Market by AI System 2019 – 2024         
Table 255: South Korea AI Market by AI System 2019 – 2024         
Table 256: South Korea AI Market by Connectivity 2019 – 2024    
Table 257: South Korea AI Market by Non-Telecom Connectivity 2019 – 2024       
Table 258: South Korea AI Market by Telecom Connectivity 2019 – 2024
Table 259: South Korea AI Market by Connectivity Standard  2019 – 2024               
Table 260: South Korea AI Market by Enterprise 2019 – 2024        
Table 261: South Korea AI Market by IoT Network 2019 – 2024    
Table 262: Taiwan AI Market by Segments 2019 – 2024   
Table 263: Taiwan AI Market by Hardware 2019 – 2024    
Table 264: Taiwan AI Market by Embedded Device 2019 – 2024   
Table 265: Taiwan AI Market by Non-IoT Device 2019 – 2024        
Table 266: Taiwan AI Market by IoT Device 2019 – 2024   
Table 267: Taiwan AI Market by Wearable Device 2019 – 2024     
Table 268: Taiwan AI Market by Medical and Healthcare Device 2019 – 2024         
Table 269: Taiwan AI Market by Smart Appliances 2019 – 2024     236
Table 270: Taiwan AI Market by Industrial Machines 2019 – 2024                
Table 271: Taiwan AI Market by Robots and Drone 2019 – 2024   
Table 272: Taiwan AI Market by Service Robots 2019 – 2024          
Table 273: Taiwan AI Market by Entertainment Device 2019 – 2024           
Table 274: Taiwan AI Market by Security Device 2019 – 2024         
Table 275: Taiwan AI Market by Networking Device 2019 – 2024
Table 276: Taiwan AI Market by In-Vehicle IoT Device 2019 – 2024             
Table 277: Taiwan AI Market by Smart Grid Device 2019 – 2024   
Table 278: Taiwan AI Market by Military Device 2019 – 2024          
Table 279: Taiwan AI Market by Energy Management Device 2019 – 2024              
Table 280: Taiwan AI Market by Agriculture Specific Device 2019 – 2024  
Table 281: Taiwan AI Market by Embedded IoT System 2019 – 2024          
Table 282: Taiwan AI Market by Semiconductor Components 2019 – 2024              
Table 283: Taiwan AI Market by Wearable and Embedded Components 2019 – 2024         
Table 284: Taiwan AI Market by RTLS 2019 – 2024              
Table 285: Taiwan AI Market by Barcode 2019 – 2024       
Table 286: Taiwan AI Market by Barcode Scanner 2019 – 2024      
Table 287: Taiwan AI Market by Barcode Scanner Technology Labels 2019 – 2024                
Table 288: Taiwan AI Market by Barcode Stickers 2019 – 2024      
Table 289: Taiwan AI Market by RFID 2019 – 2024              
Table 290: Taiwan AI Market by RFID Tags 2019 – 2024    
Table 291: Taiwan AI Market by Sensors 2019 – 2024        
Table 292: Taiwan AI Market by Processors 2019 – 2024  
Table 293: Taiwan AI Market by Software 2019 – 2024     
Table 294: Taiwan AI Market by Software Category 2019 – 2024  
Table 295: Taiwan AI Market by AI Platforms 2019 – 2024               
Table 296: Taiwan AI Market by Services 2019 – 2024       
Table 297: Taiwan AI Market by Professional Services 2019 – 2024             
Table 298: Taiwan AI Market by Management Functions 2019 – 2024       
Table 299: Taiwan AI Market by Technology 2019 – 2024                
Table 300: Taiwan AI Market by Machine Learning 2019 – 2024    
Table 301: Taiwan AI Market by Industry Vertical 2019 – 2024      
Table 302: Taiwan AI Market by Medical and Healthcare Application 2019 – 2024                
Table 303: Taiwan AI Market by Manufacturing Application 2019 – 2024  246
Table 304: Taiwan AI Market by Consumer Electronics Application 2019 – 2024    
Table 305: Taiwan AI Market by Automotive and Transportation Application 2019 – 2024                
Table 306: Taiwan AI Market by Retail and Apparel Application 2019 – 2024           
Table 307: Taiwan AI Market by Marketing and Advertising Application 2019 – 2024          
Table 308: Taiwan AI Market by FinTech Application 2019 – 2024                
Table 309: Taiwan AI Market by Building and Construction Application 2019 – 2024            
Table 310: Taiwan AI Market by Agriculture Application 2019 – 2024          
Table 311: Taiwan AI Market by Security and Surveillance Application 2019 – 2024              
Table 312: Taiwan AI Market by Government, Military, and Aerospace Application 2019 – 2024   
Table 313: Taiwan AI Market by Human Resource Application 2019 – 2024             
Table 314: Taiwan AI Market by Legal and Law Application 2019 – 2024    
Table 315: Taiwan AI Market by Telecommunication and IT Application 2019 – 2024           
Table 316: Taiwan AI Market by Oil, Gas, and Mining Application 2019 – 2024        
Table 317: Taiwan AI Market by Logistics Application 2019 – 2024               
Table 318: Taiwan AI Market by Education and Learning Application 2019 – 2024
Table 319: Taiwan AI Market by Solution 2019 – 2024       
Table 320: Taiwan AI Market by Deployment 2019 – 2024              
Table 321: Taiwan AI Market by Cloud Deployment 2019 – 2024  
Table 322: Taiwan AI Market by AI System 2019 – 2024   
Table 323: Taiwan AI Market by AI System 2019 – 2024   
Table 324: Taiwan AI Market by Connectivity 2019 – 2024              
Table 325: Taiwan AI Market by Non-Telecom Connectivity 2019 – 2024  
Table 326: Taiwan AI Market by Telecom Connectivity 2019 – 2024            
Table 327: Taiwan AI Market by Connectivity Standard  2019 – 2024          
Table 328: Taiwan AI Market by Enterprise 2019 – 2024   
Table 329: Taiwan AI Market by IoT Network 2019 – 2024              
Table 330: Remainder of Asia AI Market by Segments 2019 – 2024             
Table 331: Remainder of Asia AI Market by Hardware 2019 – 2024             
Table 332: Remainder of Asia AI Market by Embedded Device 2019 – 2024            
Table 333: Remainder of Asia AI Market by Non-IoT Device 2019 – 2024  
Table 334: Remainder of Asia AI Market by IoT Device 2019 – 2024            
Table 335: Remainder of Asia AI Market by Wearable Device 2019 – 2024               
Table 336: Remainder of Asia AI Market by Medical and Healthcare Device 2019 – 2024   
Table 337: Remainder of Asia AI Market by Smart Appliances 2019 – 2024              
Table 338: Remainder of Asia AI Market by Industrial Machines 2019 – 2024         
Table 339: Remainder of Asia AI Market by Robots and Drone 2019 – 2024            
Table 340: Remainder of Asia AI Market by Service Robots 2019 – 2024   
Table 341: Remainder of Asia AI Market by Entertainment Device 2019 – 2024     
Table 342: Remainder of Asia AI Market by Security Device 2019 – 2024  
Table 343: Remainder of Asia AI Market by Networking Device 2019 – 2024          
Table 344: Remainder of Asia AI Market by In-Vehicle IoT Device 2019 – 2024      
Table 345: Remainder of Asia AI Market by Smart Grid Device 2019 – 2024             
Table 346: Remainder of Asia AI Market by Military Device 2019 – 2024   
Table 347: Remainder of Asia AI Market by Energy Management Device 2019 – 2024        
Table 348: Remainder of Asia AI Market by Agriculture Specific Device 2019 – 2024            
Table 349: Remainder of Asia AI Market by Embedded IoT System 2019 – 2024   
Table 350: Remainder of Asia AI Market by Semiconductor Components 2019 – 2024       
Table 351: Remainder of Asia AI Market by Wearable and Embedded Components 2019 – 2024  
Table 352: Remainder of Asia AI Market by RTLS 2019 – 2024        
Table 353: Remainder of Asia AI Market by Barcode 2019 – 2024                
Table 354: Remainder of Asia AI Market by Barcode Scanner 2019 – 2024               
Table 355: Remainder of Asia AI Market by Barcode Scanner Technology Labels 2019 – 2024         
Table 356: Remainder of Asia AI Market by Barcode Stickers 2019 – 2024                
Table 357: Remainder of Asia AI Market by RFID 2019 – 2024        
Table 358: Remainder of Asia AI Market by RFID Tags 2019 – 2024              
Table 359: Remainder of Asia AI Market by Sensors 2019 – 2024
Table 360: Remainder of Asia AI Market by Processors 2019 – 2024           
Table 361: Remainder of Asia AI Market by Software 2019 – 2024              
Table 362: Remainder of Asia AI Market by Software Category 2019 – 2024           
Table 363: Remainder of Asia AI Market by AI Platforms 2019 – 2024        
Table 364: Remainder of Asia AI Market by Services 2019 – 2024                
Table 365: Remainder of Asia AI Market by Professional Services 2019 – 2024      
Table 366: Remainder of Asia AI Market by Management Functions 2019 – 2024
Table 367: Remainder of Asia AI Market by Technology 2019 – 2024          
Table 368: Remainder of Asia AI Market by Machine Learning 2019 – 2024             
Table 369: Remainder of Asia AI Market by Industry Vertical 2019 – 2024                
Table 370: Remainder of Asia AI Market by Medical and Healthcare Application 2019 – 2024          
Table 371: Remainder of Asia AI Market by Manufacturing Application 2019 – 2024           
Table 372: Remainder of Asia AI Market by Consumer Electronics Application 2019 – 2024              
Table 373: Remainder of Asia AI Market by Automotive and Transportation Application 2019 – 2024         
Table 374: Remainder of Asia AI Market by Retail and Apparel Application 2019 – 2024    
Table 375: Remainder of Asia AI Market by Marketing and Advertising Application 2019 – 2024    
Table 376: Remainder of Asia AI Market by FinTech Application 2019 – 2024          
Table 377: Remainder of Asia AI Market by Building and Construction Application 2019 – 2024      
Table 378: Remainder of Asia AI Market by Agriculture Application 2019 – 2024   
Table 379: Remainder of Asia AI Market by Security and Surveillance Application 2019 – 2024       
Table 380: Remainder of Asia AI Market by Government, Military, and Aerospace Application 2019 – 2024             
Table 381: Remainder of Asia AI Market by Human Resource Application 2019 – 2024       
Table 382: Remainder of Asia AI Market by Legal and Law Application 2019 – 2024             
Table 383: Remainder of Asia AI Market by Telecommunication and IT Application 2019 – 2024    
Table 384: Remainder of Asia AI Market by Oil, Gas, and Mining Application 2019 – 2024
Table 385: Remainder of Asia AI Market by Logistics Application 2019 – 2024         
Table 386: Remainder of Asia AI Market by Education and Learning Application 2019 – 2024          
Table 387: Remainder of Asia AI Market by Solution 2019 – 2024                
Table 388: Remainder of Asia AI Market by Deployment 2019 – 2024        
Table 389: Remainder of Asia AI Market by Cloud Deployment 2019 – 2024           
Table 390: Remainder of Asia AI Market by AI System 2019 – 2024             
Table 391: Remainder of Asia AI Market by AI System 2019 – 2024             
Table 392: Remainder of Asia AI Market by Connectivity 2019 – 2024        
Table 393: Remainder of Asia AI Market by Non-Telecom Connectivity 2019 – 2024           
Table 394: Remainder of Asia AI Market by Telecom Connectivity 2019 – 2024     
Table 395: Remainder of Asia AI Market by Connectivity Standard  2019 – 2024   
Table 396: Remainder of Asia AI Market by Enterprise 2019 – 2024            
Table 397: Remainder of Asia AI Market by IoT Network 2019 – 2024        
Table 398: Asia Pac IoT Technology Market 2019 - 2026   
Table 399: APAC IoT Technology Market by Country 2019 - 2026
Table 400: AIoT Market in Asia Pac 2019 – 2024   
Table 401: APAC AIoT Market by Infrastructure and Services 2019 – 2024               
Table 402: APAC AIoT Market by Infrastructure Type 2019 – 2024              
Table 403: APAC AIoT Market by Chipsets Type 2019 – 2024         
Table 404: APAC AIoT Market by 3D Sensing Technology 2019 – 2024       
Table 406: APAC AIoT Market by Cloud Type 2019 – 2024               
Table 407: APAC AIoT Market by Software and Platforms 2019 – 2024      
Table 408: APAC AIoT Market by Analytics Type 2019 – 2024         
Table 409: APAC AIoT Market by Service Type 2019 – 2024            
Table 410: APAC AIoT Market by Professional Service Type 2019 – 2024  
Table 411: APAC AIoT Market by AI Technology 2019 – 2024         
Table 412: APAC AIoT Market by Application 2019 – 2024               
Table 413: APAC AIoT Market by Sector 2019 – 2024         
Table 414: APAC AIoT Market by Population Center 2019 – 2024
Table 415: APAC AIoT Market by Country 2019 – 2024     
Table 416: Smart Cities Market by Region 2019 – 2024     
Table 417: APAC Smart Cities Market by Technology 2019 – 2024                
Table 418: APAC Smart Cities Technology Market by Hardware and Infrastructure 2019 – 2024     
Table 419: APAC Smart Cities Technology Market by Software and Solution 2019 – 2024  
Table 420: APAC Smart Cities Technology Market by Service 2019 – 2024                
Table 421: APAC Smart Cities Technology Market by Professional Service 2019 – 2024      
Table 422: APAC Smart Cities Market by Application 2019 – 2024                
Table 423: APAC Smart Utilities Application Market by Solution Type 2019 – 2024               
Table 424: APAC Smart Transportation Application Market by Solution Type 2019 – 2024
Table 425: APAC Smart Transportation Application Market by Traffic Management Solution 2019 – 2024
Table 426: APAC Smart Transportation Application Market by Parking Management Solution 2019 – 2024               
Table 427: APAC Smart Transportation Application Market by Passenger Management Solution 2019 – 2024         
Table 428: APAC Smart Transportation Application Market by Sector 2019 – 2024               
Table 429: APAC Smart Building and Home Application Market by Solution Type 2019 – 2024         
Table 430: APAC Smart Building and Home Application Market by Building Automation Solution 2019 – 2024         
Table 431: APAC Smart Building and Home Application Market by Parking Management Solution 2019 – 2024       
Table 432: APAC Smart Building and Home Application Market by Facility and Energy Management Solution 2019 – 2024
Table 433: APAC Smart Building and Home Application Market by Building Type 2019 – 2024         
Table 434: APAC Smart Citizen Application Market by Solution Type 2019 – 2024
Table 435: APAC Smart Mobility Application Market by Solution Type 2019 – 2024              
Table 436: APAC Smart Governance Application Market by Solution Type 2019 – 2024      
Table 437: APAC Smart Security Application Market by Solution Type 2019 – 2024              
Table 438: APAC AI Market in Smart Cities by Technology 2019 – 2024      
Table 439: APAC Smart Cities Market By Leading Country 2019 – 2024

 

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