Summary
米国調査会社マインドコマース(Mind Commerce)の調査レポート「情報通信（ICT）ネットワークにおける人工知能（AI）：技術毎、インフラストラクチャー毎、ソリューション毎、採用毎、管理サービス毎、地域毎 2019-2024年」は、内蔵機器、コンポーネント、ソフトウェアプラットフォーム（ネットワーク自動化、最適化、変換）などの様々なネットワーク製品やソリューションに与えるAIの影響を評価している。AIが促進するネットワーキングエコシステムを構成しサポートするソフトウェア定義のネットワーク（SDN）、エッジコンピューティング、ネットワーク機能の仮想化（NFV）、拡張知性（Augmented Intelligence）などの役割について査定している。5Gネットワーク、IoT技術とシステム、ネットワーク解析機能の影響についても査定している。
主要なソリューションプロバイダの技術、製品、ソリューションについて分析し、競争市場におけるそれぞれのセグメントの主要企業を特定している。2019-2024年のAIが促進するネットワーキング市場の主要な市場セグメントとサブセグメント、AI技術タイプ、採用タイプ、ネットワークタイプ、産業垂直市場、地域に関する量的な評価を提供している。
Overview:
AI will provide substantial benefits to ICT networks in terms of automation and optimization. AI based automation will dramatically improve network provisioning, administration, monitoring, and maintenance. For example, AI based network monitoring will both automate surveillance as well as automatically take corrective action based with both reactive measures to events as well as proactive actions based on machine learning and predictive analytics. A short list of AI benefits to networks includes:
• AI will amplify self-correcting and self-healing network capabilities
• AI will improve the performance of network data management and analytics
• AI will support emerging network capabilities such as 5G based network slicing
• AI will augment programmability and virtualization through integration with SDN and NFV respectively
• AI will make networks more flexible and more adaptable to changing demands and resource constraints
The potential economic and social benefits cannot be overstated as networks will achieve and entirely new level of self-awareness, self-configuration, self-optimization, self-healing, and self-protection. This will be a benefit for existing networks as well as evolved LTE, emerging Internet of Things (IoT) systems, and soon to be launched 5G networks. An interdisciplinary approach will be required for systems integration as many technologies are brought together including Machine Learning, SDN, Network Function Virtualization (NFV), Network Slicing, Quality of Service Management, and advanced security methodologies.
This research assesses the impact of AI in various networking products and solutions including embedded equipment, components, and software platforms (network automation, optimization, and transformation). The report also evaluates the role of SDN, Edge Computing, NFV, and Augmented Intelligence in the formation and support of AI driven networking ecosystems. In addition, the impact of 5G networks, IoT technology and systems, and network analytics functions is also evaluated.
The report analyzes technologies, products, and solutions from key solution providers, identifying key companies in each segment of the competitive landscape. The report also provides a comprehensive quantitative assessment of the AI driven networking market based on major market segments and sub-segments, AI technology type, deployment type, network type, industry vertical and region from 2019 through 2024.
Select Report Findings:
• Managed services is critical for AI in ICT networking with two thirds of deployments globally
• Key areas are Network Monetization, Management, Testing, Auditing, Authentication and Authorization
• Deployment, Integration, and Provisioning will be highest growth areas for AI in ICT professional services
• Local network optimization is the fastest growing market segment through 2024 followed by WAN optimization
• In terms of AI based network transformation, C-RAN, SDN and NFV will be key focus for ICT network operators
Select Report Benefits:
• AI in ICT market sizing for 2019 through 2024 by technology, infrastructure, and solution
• Learn how AI will benefit emerging 5G networks, edge computing platforms and IoT systems
• Identify the role and importance of AI used in conjunction with network and platform automation
• Understand how AI based analytics will increase overall network efficiency and effectiveness of other technologies
• Identify the competitive landscape including major ecosystem players by industry vertical, core and supporting technologies
Target Audience:
• AI solution providers
• Data management vendors
• Telecom network operators
• IoT and M2M solution providers
• Industry automation companies
• Network infrastructure providers
• Computing and data services providers
Companies in Report:
• Accenture PLC
• Aricent Inc.
• Arista Networks Inc.
• ARM Limited
• Baidu Inc.
• Brocade Communication Systems
• Cisco Systems
• Dell Technologies Inc.
• ECI Telecom
• Ericsson AB
• Extreme Networks
• Foxconn Electronics Inc.
• Fujitsu Ltd.
• Google Inc.
• H2O.ai
• Hewlett Packard Enterprise
• Huawei Technologies Co. Ltd.
• IBM Corporation
• Intel Corporation
• Juniper Networks, Inc.
• Microsoft Corporation
• NEC Corporation
• NETGEAR
• NETSCOUT
• Nokia Corporation
• NVIDIA Corporation
• PTC Corporation
• Qualcomm Incorporated
• Riverbed Technology
• Samsung Electronics Co Ltd.
• VMware Inc.
• Xively
• ZTE Corporation
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Table of Contents
1 Introduction
1.1 Unified Network, IoT, and AI
1.2 AI Driven Network
1.2.1 Wireless Strategy
1.3 Intent Based Network
1.4 Self-driven Networks
1.5 Augmented Intelligence
1.6 AI Technology
1.7 Market Drivers and Challenges
2 Technology and Market Landscape
2.1 Networking Equipment, Platforms, and Services
2.2 Enterprise Networking
2.3 IoT Networking Technology
2.3.1 Short-range Wireless Technologies
2.3.2 Long-Range Wireless Technologies
2.4 IoT Application
2.5 Network Optimization
2.6 Network Automation
2.7 Network Transformation
2.8 Edge Computing and AI
2.9 Software Driven Networking (SDN)
2.9.1 SDN Architecture
2.10 Software Defined Infrastructure (SDI)
2.11 AI-Defined Infrastructure (ADI)
2.12 Network Function Virtualization (NFV)
2.13 Telecom Infrastructure and Cloud RAN (C-RAN)
2.14 New Radio Technology and 5G Network
2.15 AI Powered Network Analytics
2.16 Competitive Landscape
3 AI driven Networking Market Analysis and Forecasts
3.1 Total AI-driven Networking Solution Market
3.2 AI driven Networking Solution Market by Segment
3.2.1 AI Driven Networking Solution Market by Hardware Type
3.2.1.1 AI Driven Networking Solution Market by Hardware Equipment Type
3.2.1.2 AI Driven Networking Solution Market by Hardware Component Type
3.2.2 AI Driven Networking Solution Market by Software Type
3.2.2.1 AI Driven Networking Solution Market by Network Management Software Type
3.2.2.1.1 AI Driven Networking Solution Market by Network Automation Software Type
3.2.2.1.2 AI Driven Networking Solution Market by Network Optimization Software Type
3.2.2.1.3 AI Driven Networking Solution Market by Network Transformation Software Type
3.2.3 AI Driven Networking Solution Market by Service Type
3.2.3.1 AI Driven Networking Solution Market by Managed Service Type
3.2.3.2 AI Driven Networking Solution Market by Professional Service Type
3.2.3.2.1 AI Driven Networking Solution Market by Deployment, Integration, and Provisioning Service Type
3.2.3.2.2 AI Driven Networking Solution Market by Wireless Infrastructure Management Type
3.2.3.2.3 AI Driven Networking Solution Market by Telecom Infrastructure Management Service Type
3.2.3.2.4 AI Driven Networking Solution Market by 5G Infrastructure Management Service Type
3.3 AI Driven Networking Solution Market by AI Technology Type
3.4 AI Driven Networking Solution Market by Deployment Type
3.5 AI Driven Networking Solution Market by Industry Sector
3.6 AI Driven Networking Solution Market by Organization Type
3.7 AI Driven Networking Solution Market by Network Type
3.8 AI Driven Networking Solution Market by Network Platform
3.8.1 AI Driven Networking Solution Market by IoT Network Technology Type
3.8.1.1 AI Driven Networking Solution Market by Short and Medium Range Wireless IoT Network Technology
3.8.1.2 AI Driven Networking Solution Market by Long Range Wireless IoT Network Technology
3.9 AI Driven Networking Solution Market by IoT Application Type
3.10 AI Driven Networking Solution Market by 5G Network Type
3.11 AI Driven Networking Solution Market by Industry Vertical
3.12 AI Driven Networking Solution Market by Region
3.12.1 North America AI Driven Networking Solution Market by Country
3.12.2 Europe AI Driven Networking Solution Market by Country
3.12.3 APAC AI Driven Networking Solution by Country
3.12.4 MEA AI Driven Networking Solution by Country
3.12.5 Latin America AI Driven Networking Solution by Country
4 Company Analysis
4.1 Cisco Systems
4.2 Hewlett Packard Enterprise (HPE)
4.3 IBM Corporation
4.4 Samsung Electronics Co Ltd.
4.5 Baidu Inc.
4.6 NVIDIA Corporation
4.7 Google Inc.
4.8 Microsoft Corporation
4.9 Dell EMC
4.10 Nokia Corporation
4.11 ARM Limited
4.12 Xively
4.13 PTC Corporation
4.14 Huawei Technologies Co. Ltd.
4.15 ZTE Corporation
4.16 Intel Corporation
4.17 Ericsson AB
4.18 Fujitsu Ltd.
4.19 NEC Corporation
4.20 H2O.ai
4.21 Qualcomm Incorporated
4.22 Juniper Networks, Inc.
4.23 Accenture PLC
4.24 Brocade Communication Systems
4.25 VMware Inc.
4.26 Aricent Inc.
4.27 Arista Networks Inc.
4.28 Extreme Networks
4.29 NETSCOUT
4.30 ECI Telecom
4.31 Foxconn Electronics Inc.
4.32 NETGEAR
4.33 Riverbed Technology
5 Conclusions and Recommendations
5.1 Artificial Intelligence Providers
5.2 Broadband Infrastructure Providers
5.3 Communication Service Providers
5.4 Computing Companies
5.5 Data Analytics Providers
5.6 Networking Equipment Providers
5.7 Networking Security Providers
5.8 Semiconductor Companies
5.9 IoT Suppliers and Service Providers
5.10 Software and Platform Providers
Figures
Figure 1: AI Driven Network
Figure 2: AI Technology for Networking
Figure 3: Cisco High Value Service Model
Figure 4: SDN Framework for IoT
Figure 5: 5G NR Requirement for AI Network
Figure 6: AI Driven Networking Ecosystem and Competitive Landscape
Figure 7: Global Total AI Driven Networking Solution Market 2019 – 2024
Figure 8: Global Total AI Driven Networking Solution Market Yearly Growth Rate 2019 – 2024
Figure 9: Cisco Enterprise NFV Architecture
Figure 10: Dell NFV Solution Architecture
Figure 11: Huawei vMVNO Framework using NFV Technology
Figure 12: Huawei Mushroom PaaS Platform for IoT App
Figure 13: Etisalat NFV Architecture with Intel Corporation
Figure 14: NEC vMVNO Solution Architecture
Figure 15: NEC vEPC Solution Architecture
Figure 16: NEC vCPE Solution Architecture
Figure 17: NEC vHSS Solution Architecture
Figure 18: Juniper NFV Solution Architecture
Figure 19: VMware vCloud NFV Architecture
Tables
Table 1: Benefits of NFV in IoT System
Table 2: Global AI Driven Networking Solution Market by Segment 2019 – 2024
Table 3: Market Share of Global AI Driven Networking Solution Market by Segment
Table 4: Global AI Driven Networking Solution Market by Hardware Type 2019 – 2024
Table 5: Market Share of Global AI Driven Networking Solution Market by Hardware Type
Table 6: Global AI Driven Networking Solution Market by Hardware Equipment Type 2019 – 2024
Table 7: Market Share of Global AI Driven Networking Solution Market by Hardware Equipment Type
Table 8: Global AI Driven Networking Solution Market by Hardware Component Type 2019 – 2024
Table 9: Market Share of Global AI Driven Networking Solution Market by Hardware Component Type
Table 10: Global AI Driven Networking Solution Market by Software Type 2019 – 2024
Table 11: Market Share of Global AI Driven Networking Solution Market by Software Type
Table 12: Global AI Driven Networking Solution Market by Network Management Software Type 2019 – 2024
Table 13: Market Share of Global AI Driven Networking Solution Market by Network Management Software Type
Table 14: Global AI Driven Networking Solution Market by Network Automation Software Type 2019 – 2024
Table 15: Market Share of Global AI Driven Networking Solution Market by Network Automation Software Type
Table 16: Global AI Driven Networking Solution Market by Network Optimization Software Type 2019 – 2024
Table 17: Market Share of Global AI Driven Networking Solution Market by Network Optimization Software Type
Table 18: Global AI Driven Networking Solution Market by Network Transformation Software Type 2019 – 2024
Table 19: Market Share of Global AI Driven Networking Solution Market by Network Transformation Software Type
Table 20: Global AI Driven Networking Solution Market by Service Type 2019 – 2024
Table 21: Market Share of Global AI Driven Networking Solution Market by Service Type
Table 22: Global AI Driven Networking Solution Market by Managed Service Type 2019 – 2024
Table 23: Market Share of Global AI Driven Networking Solution Market by Managed Service Type
Table 24: Global AI Driven Networking Solution Market by Professional Service Type 2019 – 2024
Table 25: Market Share of Global AI Driven Networking Solution Market by Professional Service Type
Table 26: Global AI Driven Networking Solution Market by Deployment, Integration, and Provisioning Service Type 2019 – 2024
Table 27: Market Share of Global AI Driven Networking Solution Market by Deployment, Integration, and Provisioning Service Type
Table 28: Global AI Driven Networking Solution Market by Wireless Infrastructure Management Type 2019 – 2024
Table 29: Market Share of Global AI Driven Networking Solution Market by Wireless Infrastructure Management Type
Table 30: Global AI Driven Networking Solution Market by Telecom Infrastructure Management Service Type 2019 – 2024
Table 31: Market Share of Global AI Driven Networking Solution Market by Telecom Infrastructure Management Service Type
Table 32: Global AI Driven Networking Solution Market by 5G Infrastructure Management Service Type 2019 – 2024
Table 33: Market Share of Global AI Driven Networking Solution Market by 5G Infrastructure Management Service Type
Table 34: Global AI Driven Networking Solution Market by AI Technology Type 2019 – 2024
Table 35: Market Share of Global AI Driven Networking Solution Market by AI Technology Type
Table 36: Global AI Driven Networking Solution Market by Deployment Type 2019 – 2024
Table 37: Market Share of Global AI Driven Networking Solution Market by Deployment Type
Table 38: Global AI Driven Networking Solution Market by Industry Sector 2019 – 2024
Table 39: Market Share of Global AI Driven Networking Solution Market by Industry Sector
Table 40: Global AI Driven Networking Solution Market by Organization Type 2019 – 2024
Table 41: Market Share of Global AI Driven Networking Solution Market by Organization Type
Table 42: Global AI Driven Networking Solution Market by Network Type 2019 – 2024
Table 43: Market Share of Global AI Driven Networking Solution Market by Network Type
Table 44: Global AI Driven Networking Solution Market by Network Platform 2019 – 2024
Table 45: Market Share of Global AI Driven Networking Solution Market by Network Platform
Table 46: Global AI Driven Networking Solution Market by IoT Network Technology Type 2019 – 2024
Table 47: Market Share of Global AI Driven Networking Solution Market by IoT Network Technology Type
Table 48: Global AI Driven Networking Solution Market by Short and Medium Range Wireless IoT Network Technology 2019 – 2024
Table 49: Market Share of Global AI Driven Networking Solution Market by Short and Medium Range Wireless IoT Network Technology
Table 50: Global AI Driven Networking Solution Market by Long Range Wireless IoT Network Technology 2019 – 2024
Table 51: Market Share of Global AI Driven Networking Solution Market by Long Range Wireless IoT Network Technology
Table 52: Global AI Driven Networking Solution Market by IoT Application Type 2019 – 2024
Table 53: Market Share of Global AI Driven Networking Solution Market by IoT Application Type
Table 54: Global AI Driven Networking Solution Market by 5G Network Type 2019 – 2024
Table 55: Global AI Driven Networking Solution Market by Industry Vertical 2019 – 2024
Table 56: Market Share of Global AI Driven Networking Solution Market by Industry Vertical
Table 57: AI Driven Networking Solution Market by Region 2019 – 2024
Table 58: Market Share of AI Driven Networking Solution Market by Region Solution Region
Table 59: North America AI Driven Networking Solution Market by Country 2019 – 2024
Table 60: Market Share of North America AI Driven Networking Solution Market by Country
Table 61: Europe AI Driven Networking Solution Market 2019 – 2024
Table 62: Market Share of Europe AI Driven Networking Solution
Table 63: APAC AI Driven Networking Solution by Country 2019 – 2024
Table 64: Market Share of AI Driven Networking Solution by Country
Table 65: MEA AI Driven Networking Solution by Country 2019 – 2024
Table 66: Market Share of MEA AI Driven Networking Solution by Country
Table 67: Latin America AI Driven Networking Solution by Country 2019 – 2024
Table 68: Market Share of Latin America AI Driven Networking Solution by Country
Table 69: Intel NAMD System
Table 70: Juniper Networks Product Line
Table 71: SWOT Analysis of Aricent
