エッジコンピューティング市場:コンポーネント(ハードウェア、ソフトウェア、サービス)、アプリケーション(スマートシティ、遠隔監視、IIoT、AR・VR、コンテンツ配信)、組織規模(大企業、中小企業)、業種、地域別 - 2027年までの世界市場予測Edge Computing Market by Component (Hardware, Software, and Services), Application (Smart Cities, Remote Monitoring, IIoT, AR and VR, Content Delivery), Organization Size (Large Enterprises and SMEs), Vertical and Region - Global Forecast to 2027 エッジコンピューティングの市場規模は、2022年の447億米ドルから2027年には1013億米ドルへと、予測期間中に17.8%の複合年間成長率(CAGR)で拡大すると予想されています。積極的な資産管理によるビジネスパフォ... もっと見る
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サマリーエッジコンピューティングの市場規模は、2022年の447億米ドルから2027年には1013億米ドルへと、予測期間中に17.8%の複合年間成長率(CAGR)で拡大すると予想されています。積極的な資産管理によるビジネスパフォーマンスの最適化が求められる中、企業はエッジコンピューティングの力を活用する必要に迫られています。このソフトウェアは、エッジコンピューティング・ソリューションの実行を強化し、業務を合理化することで、企業に利益をもたらします。 エッジコンピューティングプラットフォームは、リモートデータ上でデータフローのデバッグとテストを可能にし、エッジコンピューティングソフトウェアは、エッジベースの脅威検出、データの最小化、および分散型インフラストラクチャなどのセキュリティの次のレベルを達成することによって、パフォーマンスを向上させるのに役立っています。 IIoTデバイスの普及により、エッジコンピューティング機能の導入は、エンドユーザー拠点への展開が容易になります。 産業用IoTは、リアルタイム処理、IoTシステム用のハードウェア最適化機能を組み合わせ、機械の効率とプロセス全体のスループットを向上させます。スマートロボット、遠隔診断、資産最適化、コネクテッド製品統合、スマート建設アプリケーションは、さまざまな産業におけるエッジコンピューティングの採用を促進する 。 市場競争の激化により、中小企業は高いビジネス効率を実現するためにエッジコンピューティング・ソリューションに投資するようになりました。 中小企業は、限られた予算、小規模なITインフラ、スタッフに制約されているため、柔軟でスケーラブル、かつコスト効率の高いソリューションを求めています。エッジコンピューティングは、中小企業にとって多くの機能をもたらします。これらの機能は、個別に購入すると所有することが困難です。従量課金制のため、中小企業はAI分析や開発プラットフォームなどの機能を利用することができます。 製造業におけるエッジコンピューティングは、業務全体において特定の重要性を持ち、より高いRoIを実現することが期待される エッジコンピューティングは、製造業者がエッジデバイスを通じて設備のデジタル化という目標を達成するために重要な役割を担っています。サービスの複雑さが増し、インフラのエッジがよりアクセスしやすくなるにつれて、エッジインフラの需要は増加すると予測される 2022年のエッジコンピューティング市場は、北米が最大の市場規模を保有 この地域の成長に寄与している主要国である米国とカナダは、同地域におけるエッジコンピューティングソリューションの採用を促進すると予測される。この地域のベンダーは、カスタマーケアプロセスの合理化に意欲的な組織向けに、エッジコンピューティングソリューションの開発と統合に継続的に注力しています。また、エッジコンピューティングを活用したソリューションを開発するためのプラットフォームを提供する新興企業も登場しており、この地域の市場成長を後押しすると期待されています。例えば、Telus CommunicationsとMobiledgeX, Inc.は、MobiledgeX Early Access Programmeを共同で構築し、開発者が低遅延環境でエッジ対応アプリケーションの構築、テスト、有効性の分析を行えるようにした。 二次調査によって収集したいくつかのセグメントとサブセグメントの市場規模を決定し検証する過程で、キーパーソンに対して広範な一次インタビューを実施しました。主要参加者のプロフィールの内訳は以下の通りである。 - 企業タイプ別ティアI:35%、ティアII:25%、ティアIII:40 - 役職別Cレベル:25%、Dレベル:30%、その他。45% - 地域別北米:42%、欧州:25%、APAC:18%, 行: 15 本レポートでは、以下の主要ベンダーのプロフィールを掲載しています。 1.AWS (米国) 2.シスコ (米国) 3.デル テクノロジーズ (US) 4.グーグル 5.HPE(米) 6.ファーウェイ(中国) 7.IBM(米) 8.インテル 9.マイクロソフト 10.ノキア (フィンランド) 調査対象範囲 本レポートでは、エッジコンピューティング市場をソフトウェア、ハードウェア、サービスを含むコンポーネントセグメントで区分しています。 用途別では、スマートシティ、IIOT(Industrial Internet of Things)、リモートモニタリング、コンテンツ配信、AR(Augmented Reality)、VR(Virtual Reality)、その他(自律走行車、ドローン、ゲーム)などに分類される。 また、同市場は組織規模により、中小企業、大企業に区分されます。 エッジコンピューティングソリューションを利用する様々な業種には、製造業、エネルギー・公共事業、政府・防衛、ヘルスケア・ライフサイエンス、メディア・エンターテインメント、小売・消費財、通信、輸送・物流、その他の業種(教育・BFSI)などがあります。 エッジコンピューティング市場の地理的分析は、5つの主要地域に広がっています。北米、欧州、アジア太平洋地域、中東・アフリカ、中南米です。 レポート購入の主なメリット 本レポートは、エッジコンピューティング市場の市場リーダー/新規参入者に、エッジコンピューティング市場全体とサブセグメントの収益数値の最も近い近似値に関する情報を提供するのに役立ちます。本レポートは、利害関係者が競争環境を理解し、より良いビジネスの位置づけと適切な市場参入戦略を計画するためのより多くの洞察を得るのに役立ちます。また、当レポートは、利害関係者が市場の鼓動を理解するのに役立ち、主要な市場促進要因、阻害要因、課題、および機会に関する情報を提供します。 目次1 INTRODUCTION 281.1 STUDY OBJECTIVES 28 1.2 MARKET DEFINITION 28 1.2.1 INCLUSIONS AND EXCLUSIONS 28 1.3 MARKET SCOPE 29 1.3.1 MARKET SEGMENTATION 29 1.3.2 REGIONS COVERED 30 1.3.3 YEARS CONSIDERED 30 1.4 CURRENCY CONSIDERED 31 TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2019–2021 31 1.5 STAKEHOLDERS 31 1.6 SUMMARY OF CHANGES 31 2 RESEARCH METHODOLOGY 33 2.1 RESEARCH DATA 33 FIGURE 1 EDGE COMPUTING MARKET: RESEARCH DESIGN 33 2.1.1 SECONDARY DATA 34 2.1.2 PRIMARY DATA 34 2.1.2.1 Breakup of primary profiles 35 FIGURE 2 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 35 2.1.2.2 Key industry insights 35 2.2 MARKET BREAKUP AND DATA TRIANGULATION 36 FIGURE 3 DATA TRIANGULATION 36 2.3 MARKET SIZE ESTIMATION 37 FIGURE 4 EDGE COMPUTING MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 37 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY-SIDE): REVENUE OF SERVICES FROM EDGE COMPUTING VENDORS 38 FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH (SUPPLY-SIDE): COLLECTIVE REVENUE OF EDGE COMPUTING VENDORS 39 FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2 (DEMAND-SIDE): EDGE COMPUTING MARKET 40 FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY – SUPPLY-SIDE: ILLUSTRATION OF VENDOR REVENUE ESTIMATION 40 2.4 MARKET FORECAST 41 TABLE 2 FACTOR ANALYSIS 41 2.5 COMPANY EVALUATION MATRIX METHODOLOGY 42 FIGURE 9 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 42 2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 43 FIGURE 10 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 43 2.7 ASSUMPTIONS 44 2.8 LIMITATIONS 45 3 EXECUTIVE SUMMARY 46 FIGURE 11 EDGE COMPUTING MARKET: GLOBAL SNAPSHOT, 2020–2027 47 FIGURE 12 TOP-GROWING SEGMENTS IN EDGE COMPUTING MARKET 47 FIGURE 13 HARDWARE SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 48 FIGURE 14 SMART CITIES APPLICATION TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 49 FIGURE 15 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE DURING FORECAST PERIOD 49 FIGURE 16 MANUFACTURING VERTICAL TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 50 FIGURE 17 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD 51 4 PREMIUM INSIGHTS 52 4.1 BRIEF OVERVIEW OF EDGE COMPUTING MARKET 52 FIGURE 18 INCREASING USE OF BYOD IN BUSINESS AND TECHNOLOGICAL EVOLUTION TO DRIVE MARKET GROWTH 52 4.2 EDGE COMPUTING MARKET, BY COMPONENT, 2022 VS. 2027 52 FIGURE 19 HARDWARE SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE BY 2027 52 4.3 EDGE COMPUTING MARKET, BY APPLICATION, 2022 VS. 2027 53 FIGURE 20 SMART CITIES SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE BY 2027 53 4.4 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2022 VS. 2027 53 FIGURE 21 LARGE ENTERPRISES TO ACCOUNT FOR LARGER MARKET SIZE BY 2027 53 4.5 EDGE COMPUTING MARKET, BY VERTICAL, 2022 VS. 2027 54 FIGURE 22 MANUFACTURING VERTICAL TO ACCOUNT FOR LARGEST MARKET SIZE BY 2027 54 4.6 EDGE COMPUTING MARKET INVESTMENT SCENARIO 54 FIGURE 23 ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS 54 5 MARKET OVERVIEW AND INDUSTRY TRENDS 55 5.1 INTRODUCTION 55 5.2 MARKET DYNAMICS 55 FIGURE 24 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: EDGE COMPUTING MARKET 55 5.2.1 DRIVERS 56 5.2.1.1 Growing adoption of IoT across industries 56 5.2.1.2 Exponentially increasing data volume and network traffic 56 5.2.1.3 Rising demand for low-latency processing and real-time, automated decision-making solutions 57 5.2.2 RESTRAINTS 57 5.2.2.1 Initial CAPEX for infrastructure 57 5.2.3 OPPORTUNITIES 57 5.2.3.1 Emergence of autonomous vehicles and connected car infrastructure 57 5.2.3.2 Advent of 5G network to deliver instant communication experiences 58 FIGURE 25 MOBILE CONNECTION BY NETWORK TYPE AS A PERCENT OF REGIONAL SHARE, 2023 58 5.2.4 CHALLENGES 59 5.2.4.1 Complexity in integrating with existing cloud architecture 59 5.2.4.2 Cyberattacks and limited authentication capabilities at the edge 59 5.3 CASE STUDY ANALYSIS 59 5.3.1 CASE STUDY 1: UNPRECEDENTED VISIBILITY INTO PHARMACEUTICAL SUPPLY CHAINS 59 5.3.2 CASE STUDY 2: REAL-TIME QUALITY INSPECTION FOR SMART FACTORY 60 5.3.3 CASE STUDY: 3 OPTIMIZED DATA MIGRATION 60 5.3.4 CASE STUDY: 4 PREDICTIVE EQUIPMENT MAINTENANCE TO IMPROVE SERVICE EFFICIENCY AND PROFITABILITY 61 5.3.5 CASE STUDY: 5 QUICK PROCESSING IN GEOGRAPHICALLY DISPERSED DATA CENTERS 61 5.4 ECOSYSTEM 62 FIGURE 26 EDGE COMPUTING MARKET: ECOSYSTEM 62 5.5 PRICING ANALYSIS 62 TABLE 3 PRICING ANALYSIS OF MICROSOFT EDGE COMPUTING SOLUTIONS 63 TABLE 4 PRICING ANALYSIS OF AWS EDGE COMPUTING SOLUTION 63 5.6 PATENT ANALYSIS 64 FIGURE 27 NUMBER OF PATENTS PUBLISHED 64 FIGURE 28 TOP FIVE PATENT OWNERS (GLOBAL) 64 TABLE 5 TOP TEN PATENT OWNERS 65 TABLE 6 PATENTS GRANTED TO VENDORS IN EDGE COMPUTING MARKET 65 5.7 TECHNOLOGY ANALYSIS 66 5.7.1 ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 66 5.7.2 5G 66 5.7.3 INTERNET OF THINGS 66 5.7.4 AUGMENTED AND VIRTUAL REALITY 66 5.8 SUPPLY CHAIN ANALYSIS 66 FIGURE 29 EDGE COMPUTING MARKET: SUPPLY CHAIN 67 5.9 KEY STAKEHOLDERS AND BUYING CRITERIA 68 5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS 68 TABLE 7 KEY STAKEHOLDERS IN BUYING PROCESS BY TOP THREE VERTICALS 68 5.9.2 BUYING CRITERIA 68 TABLE 8 EDGE COMPUTING SOLUTION VENDORS SELECTION CRITERIA 68 5.10 KEY CONFERENCES AND EVENTS IN 2022–2023 70 TABLE 9 EDGE COMPUTING MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 70 5.11 COVID-19-DRIVEN MARKET DYNAMICS 71 5.11.1 DRIVERS AND OPPORTUNITIES 71 5.11.2 RESTRAINTS AND CHALLENGES 72 5.12 PORTER’S FIVE FORCES ANALYSIS 73 FIGURE 30 EDGE COMPUTING MARKET: PORTER’S FIVE FORCES ANALYSIS 73 TABLE 10 EDGE COMPUTING MARKET: PORTER’S FIVE FORCES ANALYSIS 73 5.12.1 THREAT OF NEW ENTRANTS 74 5.12.2 THREAT OF SUBSTITUTES 74 5.12.3 BARGAINING POWER OF SUPPLIERS 74 5.12.4 BARGAINING POWER OF BUYERS 74 5.12.5 INTENSITY OF COMPETITIVE RIVALRY 74 5.13 REGULATIONS 75 5.13.1 NORTH AMERICA 75 5.13.2 EUROPE 75 5.13.3 ASIA PACIFIC 76 5.13.4 MIDDLE EAST AND SOUTH AFRICA 76 5.13.5 LATIN AMERICA 76 5.14 EMERGING TRENDS IN EDGE COMPUTING MARKET 77 FIGURE 31 MAJOR YCC TRENDS TO DRIVE FUTURE REVENUE PROSPECTS IN EDGE COMPUTING MARKET 77 6 EDGE COMPUTING MARKET, BY COMPONENT 78 6.1 INTRODUCTION 79 FIGURE 32 SOFTWARE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 79 TABLE 11 EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 79 TABLE 12 EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 79 6.1.1 COMPONENTS: EDGE COMPUTING MARKET DRIVERS 80 6.1.2 COMPONENTS: COVID-19 IMPACT 80 6.2 HARDWARE 81 6.2.1 EDGE COMPUTING HARDWARE REFERS TO PHYSICAL COMPONENTS AND SERVICES REQUIRED TO RUN APPLICATIONS 81 TABLE 13 HARDWARE: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 81 TABLE 14 HARDWARE: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 81 6.3 SOFTWARE 82 6.3.1 EDGE COMPUTING SOFTWARE PROVIDES COMPREHENSIVE VISIBILITY AND CONTROL OVER REMOTE EDGE ENVIRONMENT 82 TABLE 15 SOFTWARE: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 82 TABLE 16 SOFTWARE: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 82 6.4 SERVICES 83 6.4.1 EDGE COMPUTING SERVICES PROVIDE ASSISTANCE, UPGRADE, AND REPAIR FOR INTEGRATED EDGE DEVICES AND SOLUTIONS 83 TABLE 17 SERVICES: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 83 TABLE 18 SERVICES: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 84 7 EDGE COMPUTING MARKET, BY APPLICATION 85 7.1 INTRODUCTION 86 FIGURE 33 INDUSTRIAL INTERNET OF THINGS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 86 TABLE 19 EDGE COMPUTING MARKET, BY APPLICATION, 2016–2020 (USD MILLION) 86 TABLE 20 EDGE COMPUTING MARKET, BY APPLICATION, 2021–2027 (USD MILLION) 87 7.1.1 APPLICATIONS: EDGE COMPUTING MARKET DRIVERS 87 7.1.2 APPLICATIONS: COVID-19 IMPACT 88 7.2 SMART CITIES 89 7.2.1 EDGE COMPUTING SOLUTIONS ENABLE DEVELOPMENT OF SMART CITIES 89 TABLE 21 SMART CITIES: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 89 TABLE 22 SMART CITIES: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 89 7.3 INDUSTRIAL INTERNET OF THINGS 90 7.3.1 INFUSING EDGE COMPUTING IN IIOT PROCESSES HELPS COMPANIES IMPROVE NETWORK COMMUNICATION AND COOPERATIVE COORDINATION 90 TABLE 23 INDUSTRIAL INTERNET OF THINGS: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 90 TABLE 24 INDUSTRIAL INTERNET OF THINGS: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 91 7.4 REMOTE MONITORING 91 7.4.1 EDGE COMPUTING FUNCTIONALITIES DELIVER FASTER, RELIABLE, AND CHEAPER DATA PROCESSING USING REMOTE MONITORING SERVICES 91 TABLE 25 REMOTE MONITORING: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 91 TABLE 26 REMOTE MONITORING: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 92 7.5 CONTENT DELIVERY 92 7.5.1 CONTENT DELIVERY MANAGES HEAVY WORKLOADS AND MAINTAINS QUALITY OF EXPERIENCE BY IMPROVING DELIVERY TIME 92 TABLE 27 CONTENT DELIVERY: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 92 TABLE 28 CONTENT DELIVERY: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 93 7.6 AUGMENTED REALITY AND VIRTUAL REALITY 93 7.6.1 EDGE INFRASTRUCTURE ENABLES AR AND VR DEVICES TO RESPOND IN REAL-TIME 93 TABLE 29 AUGMENTED REALITY AND VIRTUAL REALITY: EDGE COMPUTING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 93 TABLE 30 AUGMENTED REALITY AND VIRTUAL REALITY: EDGE COMPUTING MARKET SIZE, BY REGION, 2021–2027 (USD MILLION) 94 7.7 OTHER APPLICATIONS 94 TABLE 31 OTHER APPLICATIONS: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 95 TABLE 32 OTHER APPLICATIONS: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 95 8 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE 96 8.1 INTRODUCTION 97 FIGURE 34 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 97 TABLE 33 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 97 TABLE 34 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 97 8.1.1 ORGANIZATION SIZE: EDGE COMPUTING MARKET DRIVERS 98 8.1.2 ORGANIZATION SIZE: COVID-19 IMPACT 98 8.2 SMALL AND MEDIUM-SIZED ENTERPRISES 98 8.2.1 EDGE COMPUTING OFFERS SMES CUTTING-EDGE TECHNOLOGIES BY REDUCING OVERALL IT EXPENSES 98 TABLE 35 SMALL AND MEDIUM-SIZED ENTERPRISES: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 99 TABLE 36 SMALL AND MEDIUM-SIZED ENTERPRISES: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 99 8.3 LARGE ENTERPRISES 99 8.3.1 ADOPTION OF EDGE COMPUTING SOLUTIONS ENHANCES OPERATIONAL EFFICIENCY 99 TABLE 37 LARGE ENTERPRISES: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 100 TABLE 38 LARGE ENTERPRISES: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 100 9 EDGE COMPUTING MARKET, BY VERTICAL 101 9.1 INTRODUCTION 102 FIGURE 35 MANUFACTURING VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 102 TABLE 39 EDGE COMPUTING MARKET, BY VERTICAL, 2016–2020 (USD MILLION) 103 TABLE 40 EDGE COMPUTING MARKET, BY VERTICAL, 2021–2027 (USD MILLION) 103 9.1.1 VERTICALS: EDGE COMPUTING MARKET DRIVERS 103 9.1.2 VERTICALS: COVID-19 IMPACT 104 9.2 MANUFACTURING 106 9.2.1 EDGE COMPUTING OFFERS COST-EFFECTIVE WAYS OF ACHIEVING REMOTE MONITORING IN MANUFACTURING INDUSTRIES 106 TABLE 41 MANUFACTURING: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 106 TABLE 42 MANUFACTURING: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 106 9.3 ENERGY AND UTILITIES 107 9.3.1 EDGE COMPUTING DEVICES HELP ADDRESS ISSUES IN MIDSTREAM SECTOR RELATED TO CRUDE OIL, STORAGE, AND TRANSPORTATION 107 TABLE 43 ENERGY AND UTILITIES: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 107 TABLE 44 ENERGY AND UTILITIES: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 107 9.4 GOVERNMENT AND DEFENSE 108 9.4.1 GOVERNMENT AGENCIES INFUSE EDGE COMPUTING IN IT INFRASTRUCTURE TO ACHIEVE FASTER DATA ANALYSIS 108 TABLE 45 GOVERNMENT AND DEFENSE: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 108 TABLE 46 GOVERNMENT AND DEFENSE: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 109 9.5 TELECOMMUNICATIONS 109 9.5.1 EDGE COMPUTING HELPS TELECOM PROVIDERS BOOST NETWORK REACH 109 TABLE 47 TELECOMMUNICATIONS: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 109 TABLE 48 TELECOMMUNICATIONS: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 110 9.6 MEDIA AND ENTERTAINMENT 110 9.6.1 EDGE COMPUTING PROVIDES INSTANTANEOUS CONNECTION AND BETTER SCALABILITY FOR CONTENT CREATION AND DISTRIBUTION 110 TABLE 49 MEDIA AND ENTERTAINMENT: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 110 TABLE 50 MEDIA AND ENTERTAINMENT: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 111 9.7 RETAIL AND CONSUMER GOODS 111 9.7.1 EDGE COMPUTING LEVERAGES NEW TECHNOLOGIES TO GATHER INSIGHTS INTO CONSUMER’S PURCHASE PREFERENCES 111 TABLE 51 RETAIL AND CONSUMER GOODS: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 112 TABLE 52 RETAIL AND CONSUMER GOODS: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 112 9.8 TRANSPORTATION AND LOGISTICS 112 9.8.1 EDGE COMPUTING REDUCES DATA SHARING AND LATENCY, FACILITATING CONNECTION WITH DEVICES AND SENSORS IN VEHICLES AND DATABASES 112 TABLE 53 TRANSPORTATION AND LOGISTICS: EDGE COMPUTING MARKET, BY REGION, 2016–2020(USD MILLION) 113 TABLE 54 TRANSPORTATION AND LOGISTICS: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 113 9.9 HEALTHCARE AND LIFE SCIENCES 113 9.9.1 IOT AND SMART WEARABLE EDGE DEVICES RECORD REAL-TIME VITAL INFORMATION 113 TABLE 55 HEALTHCARE AND LIFE SCIENCES: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 114 TABLE 56 HEALTHCARE AND LIFE SCIENCES: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 114 9.10 OTHER VERTICALS 114 TABLE 57 OTHER VERTICALS: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 115 TABLE 58 OTHER VERTICALS: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 115 10 EDGE COMPUTING MARKET, BY REGION 116 10.1 INTRODUCTION 117 FIGURE 36 ASIA PACIFIC TO GROW AT HIGHEST RATE DURING FORECAST PERIOD 117 TABLE 59 EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 118 TABLE 60 EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 118 10.2 NORTH AMERICA 118 10.2.1 NORTH AMERICA: EDGE COMPUTING MARKET DRIVERS 119 10.2.2 NORTH AMERICA: COVID-19 IMPACT 119 FIGURE 37 NORTH AMERICA: MARKET SNAPSHOT 120 TABLE 61 NORTH AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 120 TABLE 62 NORTH AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 121 TABLE 63 NORTH AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2016–2020 (USD MILLION) 121 TABLE 64 NORTH AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2027 (USD MILLION) 121 TABLE 65 NORTH AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 122 TABLE 66 NORTH AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 122 TABLE 67 NORTH AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2016–2020 (USD MILLION) 122 TABLE 68 NORTH AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2021–2027 (USD MILLION) 123 TABLE 69 NORTH AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2016–2020 (USD MILLION) 123 TABLE 70 NORTH AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2021–2027 (USD MILLION) 123 10.2.3 US 124 10.2.3.1 Convergence of edge computing with IIoT encourages manufacturers in the US to move toward connected factories 124 TABLE 71 US: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 124 TABLE 72 US: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 124 TABLE 73 US: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 125 TABLE 74 US: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 125 10.2.4 CANADA 125 10.2.4.1 Startups provide platforms to develop edge-enabled solutions 125 TABLE 75 CANADA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 125 TABLE 76 CANADA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 126 TABLE 77 CANADA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 126 TABLE 78 CANADA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 126 10.3 EUROPE 126 10.3.1 EUROPE: EDGE COMPUTING MARKET DRIVERS 127 10.3.2 EUROPE: COVID-19 IMPACT 127 TABLE 79 EUROPE: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 128 TABLE 80 EUROPE: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 128 TABLE 81 EUROPE: EDGE COMPUTING MARKET, BY APPLICATION, 2016–2020 (USD MILLION) 129 TABLE 82 EUROPE: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2027 (USD MILLION) 129 TABLE 83 EUROPE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 129 TABLE 84 EUROPE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 130 TABLE 85 EUROPE: EDGE COMPUTING MARKET, BY VERTICAL, 2016–2020 (USD MILLION) 130 TABLE 86 EUROPE: EDGE COMPUTING MARKET, BY VERTICAL, 2021–2027 (USD MILLION) 130 TABLE 87 EUROPE: EDGE COMPUTING MARKET, BY COUNTRY, 2016–2020 (USD MILLION) 131 TABLE 88 EUROPE: EDGE COMPUTING MARKET, BY COUNTRY, 2021–2027 (USD MILLION) 131 10.3.3 UK 131 10.3.3.1 Companies in UK adopt edge computing solutions to enhance operational efficiency 131 TABLE 89 UK: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 132 TABLE 90 UK: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 132 TABLE 91 UK: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 132 TABLE 92 UK: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 132 10.3.4 GERMANY 133 10.3.4.1 German edge computing and telecom companies collaborate to build robust edge computing solutions 133 TABLE 93 GERMANY: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 133 TABLE 94 GERMANY: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 133 TABLE 95 GERMANY: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 134 TABLE 96 GERMANY: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 134 10.3.5 FRANCE 134 10.3.5.1 Huge investments by global edge computing providers because of changing customer behavior 134 TABLE 97 FRANCE: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 135 TABLE 98 FRANCE: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 135 TABLE 99 FRANCE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 135 TABLE 100 FRANCE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 135 10.3.6 REST OF EUROPE 136 TABLE 101 REST OF EUROPE: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 136 TABLE 102 REST OF EUROPE: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 136 TABLE 103 REST OF EUROPE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 136 TABLE 104 REST OF EUROPE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 137 10.4 ASIA PACIFIC 137 10.4.1 ASIA PACIFIC: EDGE COMPUTING MARKET DRIVERS 137 10.4.2 ASIA PACIFIC: COVID-19 IMPACT 138 FIGURE 38 ASIA PACIFIC: MARKET SNAPSHOT 138 TABLE 105 ASIA PACIFIC: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 139 TABLE 106 ASIA PACIFIC: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 139 TABLE 107 ASIA PACIFIC: EDGE COMPUTING MARKET, BY APPLICATION, 2016–2020 (USD MILLION) 139 TABLE 108 ASIA PACIFIC: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2027 (USD MILLION) 140 TABLE 109 ASIA PACIFIC: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 140 TABLE 110 ASIA PACIFIC: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 140 TABLE 111 ASIA PACIFIC: EDGE COMPUTING MARKET, BY VERTICAL, 2016–2020 (USD MILLION) 141 TABLE 112 ASIA PACIFIC: EDGE COMPUTING MARKET, BY VERTICAL, 2021–2027 (USD MILLION) 141 TABLE 113 ASIA PACIFIC: EDGE COMPUTING MARKET, BY COUNTRY, 2016–2020 (USD MILLION) 142 TABLE 114 ASIA PACIFIC: EDGE COMPUTING MARKET, BY COUNTRY,2021–2027 (USD MILLION) 142 10.4.3 CHINA 142 10.4.3.1 Adoption of edge computing to achieve resiliency and scalability 142 TABLE 115 CHINA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 143 TABLE 116 CHINA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 143 TABLE 117 CHINA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 143 TABLE 118 CHINA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 143 10.4.4 JAPAN 144 10.4.4.1 Technology providers in Japan introduce cutting-edge edge computing technologies 144 TABLE 119 JAPAN: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 144 TABLE 120 JAPAN: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 144 TABLE 121 JAPAN: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 145 TABLE 122 JAPAN: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027(USD MILLION) 145 10.4.5 AUSTRALIA 145 10.4.5.1 Cloud enhancing capabilities provide attractive opportunities for edge computing 145 TABLE 123 AUSTRALIA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 146 TABLE 124 AUSTRALIA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 146 TABLE 125 AUSTRALIA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 146 TABLE 126 AUSTRALIA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 146 10.4.6 REST OF ASIA PACIFIC 147 TABLE 127 REST OF ASIA PACIFIC: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 147 TABLE 128 REST OF ASIA PACIFIC: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 147 TABLE 129 REST OF ASIA PACIFIC: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 147 TABLE 130 REST OF ASIA PACIFIC: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 148 10.5 MIDDLE EAST AND AFRICA 148 10.5.1 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET DRIVERS 148 10.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 149 TABLE 131 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 149 TABLE 132 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 149 TABLE 133 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY APPLICATION, 2016–2020 (USD MILLION) 149 TABLE 134 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2027 (USD MILLION) 150 TABLE 135 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 150 TABLE 136 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 150 TABLE 137 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY VERTICAL, 2016–2020 (USD MILLION) 151 TABLE 138 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY VERTICAL, 2021–2027 (USD MILLION) 151 TABLE 139 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COUNTRY, 2016–2020 (USD MILLION) 152 TABLE 140 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COUNTRY, 2021–2027 (USD MILLION) 152 10.5.3 KINGDOM OF SAUDI ARABIA 152 10.5.3.1 Increase in purchasing power and inclination toward advanced technologies to propel market growth 152 TABLE 141 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 153 TABLE 142 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 153 TABLE 143 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 154 TABLE 144 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 154 TABLE 145 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY APPLICATION, 2016–2020 (USD MILLION) 154 TABLE 146 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2027 (USD MILLION) 155 10.5.4 UAE 155 10.5.4.1 IT resource deployment, intelligent storage services, and remote monitoring capabilities drive adoption of edge computing 155 TABLE 147 UNITED ARAB EMIRATES: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 155 TABLE 148 UNITED ARAB EMIRATES: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 156 TABLE 149 UNITED ARAB EMIRATES: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 156 TABLE 150 UNITED ARAB EMIRATES: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 156 10.5.5 SOUTH AFRICA 156 10.5.5.1 Increasing investment by edge computing vendors boosts market growth 156 TABLE 151 SOUTH AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 157 TABLE 152 SOUTH AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 157 TABLE 153 SOUTH AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 157 TABLE 154 SOUTH AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 157 10.5.6 REST OF MIDDLE EAST AND AFRICA 158 TABLE 155 REST OF MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 158 TABLE 156 REST OF MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 158 TABLE 157 REST OF MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 158 TABLE 158 REST OF MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 159 10.6 LATIN AMERICA 159 10.6.1 LATIN AMERICA: EDGE COMPUTING MARKET DRIVERS 159 10.6.2 LATIN AMERICA: COVID-19 IMPACT 160 TABLE 159 LATIN AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 160 TABLE 160 LATIN AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 160 TABLE 161 LATIN AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2016–2020 (USD MILLION) 160 TABLE 162 LATIN AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2027 (USD MILLION) 161 TABLE 163 LATIN AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 161 TABLE 164 LATIN AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 161 TABLE 165 LATIN AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2016–2020 (USD MILLION) 162 TABLE 166 LATIN AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2021–2027 (USD MILLION) 162 TABLE 167 LATIN AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2016–2020 (USD MILLION) 163 TABLE 168 LATIN AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2021–2027 (USD MILLION) 163 10.6.3 BRAZIL 163 10.6.3.1 Rising technology assimilation among enterprises and consumers presents significant opportunity for market 163 TABLE 169 BRAZIL: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 164 TABLE 170 BRAZIL: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 164 TABLE 171 BRAZIL: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 164 TABLE 172 BRAZIL: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 164 10.6.4 MEXICO 165 10.6.4.1 Migration of applications and IT infrastructure to cloud drives demand for edge computing solutions 165 TABLE 173 MEXICO: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 165 TABLE 174 MEXICO: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 165 TABLE 175 MEXICO: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 165 TABLE 176 MEXICO: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 166 10.6.5 REST OF LATIN AMERICA 166 TABLE 177 REST OF LATIN AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 166 TABLE 178 REST OF LATIN AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 166 TABLE 179 REST OF LATIN AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 167 TABLE 180 REST OF LATIN AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 167 11 COMPETITIVE LANDSCAPE 168 11.1 INTRODUCTION 168 FIGURE 39 MARKET EVALUATION FRAMEWORK, 2019–2022 168 11.2 KEY PLAYER STRATEGIES/RIGHT TO WIN 169 11.2.1 OVERVIEW OF STRATEGIES BY KEY EDGE COMPUTING VENDORS 169 11.3 MARKET SHARE OF TOP VENDORS 170 FIGURE 40 EDGE COMPUTING MARKET: VENDOR SHARE ANALYSIS 170 11.4 HISTORICAL REVENUE ANALYSIS OF LEADING PLAYERS 171 FIGURE 41 HISTORICAL FIVE-YEAR REVENUE ANALYSIS OF LEADING PLAYERS, 2017–2021 171 11.5 COMPETITIVE SCENARIO 171 TABLE 181 EDGE COMPUTING MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, 2019–2022 171 TABLE 182 EDGE COMPUTING MARKET: DEALS, 2019–2022 173 11.6 COMPANY EVALUATION QUADRANT 174 11.6.1 STARS 175 11.6.2 EMERGING LEADERS 175 11.6.3 PERVASIVE PLAYERS 175 11.6.4 PARTICIPANTS 175 FIGURE 42 EDGE COMPUTING MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021 176 11.7 COMPANY PRODUCT FOOTPRINT ANALYSIS 176 TABLE 183 COMPANY APPLICATION FOOTPRINT 176 TABLE 184 COMPANY VERTICAL FOOTPRINT 177 TABLE 185 COMPANY REGION FOOTPRINT 178 TABLE 186 COMPANY FOOTPRINT 178 11.8 SME EVALUATION QUADRANT 179 11.8.1 PROGRESSIVE COMPANIES 179 11.8.2 RESPONSIVE COMPANIES 179 11.8.3 DYNAMIC COMPANIES 179 11.8.4 STARTING BLOCKS 179 FIGURE 43 EDGE COMPUTING MARKET: SME EVALUATION QUADRANT, 2021 180 11.8.5 COMPETITIVE BENCHMARKING 180 TABLE 187 EDGE COMPUTING MARKET: DETAILED LIST OF KEY STARTUP/SME 180 11.9 SME/STARTUP PRODUCT FOOTPRINT ANALYSIS 181 TABLE 188 SME/STARTUP APPLICATION FOOTPRINT 181 TABLE 189 SME/STARTUP VERTICAL FOOTPRINT 182 TABLE 190 SME/STARTUP REGION FOOTPRINT 182 TABLE 191 SME/STARTUP FOOTPRINT 183
SummaryThe edge computing market size is expected to grow from USD 44.7 billion in 2022 to USD 101.3 billion by 2027, at a Compound Annual Growth Rate (CAGR) of 17.8% during the forecast period. The requirement of companies for optimizing business performance through proactive asset management has compelled the enterprise to harness the power of edge computing. Table of Contents1 INTRODUCTION 281.1 STUDY OBJECTIVES 28 1.2 MARKET DEFINITION 28 1.2.1 INCLUSIONS AND EXCLUSIONS 28 1.3 MARKET SCOPE 29 1.3.1 MARKET SEGMENTATION 29 1.3.2 REGIONS COVERED 30 1.3.3 YEARS CONSIDERED 30 1.4 CURRENCY CONSIDERED 31 TABLE 1 UNITED STATES DOLLAR EXCHANGE RATE, 2019–2021 31 1.5 STAKEHOLDERS 31 1.6 SUMMARY OF CHANGES 31 2 RESEARCH METHODOLOGY 33 2.1 RESEARCH DATA 33 FIGURE 1 EDGE COMPUTING MARKET: RESEARCH DESIGN 33 2.1.1 SECONDARY DATA 34 2.1.2 PRIMARY DATA 34 2.1.2.1 Breakup of primary profiles 35 FIGURE 2 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 35 2.1.2.2 Key industry insights 35 2.2 MARKET BREAKUP AND DATA TRIANGULATION 36 FIGURE 3 DATA TRIANGULATION 36 2.3 MARKET SIZE ESTIMATION 37 FIGURE 4 EDGE COMPUTING MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 37 FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY-SIDE): REVENUE OF SERVICES FROM EDGE COMPUTING VENDORS 38 FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH (SUPPLY-SIDE): COLLECTIVE REVENUE OF EDGE COMPUTING VENDORS 39 FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2 (DEMAND-SIDE): EDGE COMPUTING MARKET 40 FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY – SUPPLY-SIDE: ILLUSTRATION OF VENDOR REVENUE ESTIMATION 40 2.4 MARKET FORECAST 41 TABLE 2 FACTOR ANALYSIS 41 2.5 COMPANY EVALUATION MATRIX METHODOLOGY 42 FIGURE 9 COMPANY EVALUATION MATRIX: CRITERIA WEIGHTAGE 42 2.6 STARTUP/SME EVALUATION MATRIX METHODOLOGY 43 FIGURE 10 STARTUP/SME EVALUATION MATRIX: CRITERIA WEIGHTAGE 43 2.7 ASSUMPTIONS 44 2.8 LIMITATIONS 45 3 EXECUTIVE SUMMARY 46 FIGURE 11 EDGE COMPUTING MARKET: GLOBAL SNAPSHOT, 2020–2027 47 FIGURE 12 TOP-GROWING SEGMENTS IN EDGE COMPUTING MARKET 47 FIGURE 13 HARDWARE SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 48 FIGURE 14 SMART CITIES APPLICATION TO ACCOUNT FOR LARGEST MARKET SIZE DURING FORECAST PERIOD 49 FIGURE 15 LARGE ENTERPRISES SEGMENT TO ACCOUNT FOR LARGER MARKET SIZE DURING FORECAST PERIOD 49 FIGURE 16 MANUFACTURING VERTICAL TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 50 FIGURE 17 NORTH AMERICA TO ACCOUNT FOR LARGEST MARKET SHARE DURING FORECAST PERIOD 51 4 PREMIUM INSIGHTS 52 4.1 BRIEF OVERVIEW OF EDGE COMPUTING MARKET 52 FIGURE 18 INCREASING USE OF BYOD IN BUSINESS AND TECHNOLOGICAL EVOLUTION TO DRIVE MARKET GROWTH 52 4.2 EDGE COMPUTING MARKET, BY COMPONENT, 2022 VS. 2027 52 FIGURE 19 HARDWARE SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE BY 2027 52 4.3 EDGE COMPUTING MARKET, BY APPLICATION, 2022 VS. 2027 53 FIGURE 20 SMART CITIES SEGMENT TO ACCOUNT FOR LARGEST MARKET SIZE BY 2027 53 4.4 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2022 VS. 2027 53 FIGURE 21 LARGE ENTERPRISES TO ACCOUNT FOR LARGER MARKET SIZE BY 2027 53 4.5 EDGE COMPUTING MARKET, BY VERTICAL, 2022 VS. 2027 54 FIGURE 22 MANUFACTURING VERTICAL TO ACCOUNT FOR LARGEST MARKET SIZE BY 2027 54 4.6 EDGE COMPUTING MARKET INVESTMENT SCENARIO 54 FIGURE 23 ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS 54 5 MARKET OVERVIEW AND INDUSTRY TRENDS 55 5.1 INTRODUCTION 55 5.2 MARKET DYNAMICS 55 FIGURE 24 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: EDGE COMPUTING MARKET 55 5.2.1 DRIVERS 56 5.2.1.1 Growing adoption of IoT across industries 56 5.2.1.2 Exponentially increasing data volume and network traffic 56 5.2.1.3 Rising demand for low-latency processing and real-time, automated decision-making solutions 57 5.2.2 RESTRAINTS 57 5.2.2.1 Initial CAPEX for infrastructure 57 5.2.3 OPPORTUNITIES 57 5.2.3.1 Emergence of autonomous vehicles and connected car infrastructure 57 5.2.3.2 Advent of 5G network to deliver instant communication experiences 58 FIGURE 25 MOBILE CONNECTION BY NETWORK TYPE AS A PERCENT OF REGIONAL SHARE, 2023 58 5.2.4 CHALLENGES 59 5.2.4.1 Complexity in integrating with existing cloud architecture 59 5.2.4.2 Cyberattacks and limited authentication capabilities at the edge 59 5.3 CASE STUDY ANALYSIS 59 5.3.1 CASE STUDY 1: UNPRECEDENTED VISIBILITY INTO PHARMACEUTICAL SUPPLY CHAINS 59 5.3.2 CASE STUDY 2: REAL-TIME QUALITY INSPECTION FOR SMART FACTORY 60 5.3.3 CASE STUDY: 3 OPTIMIZED DATA MIGRATION 60 5.3.4 CASE STUDY: 4 PREDICTIVE EQUIPMENT MAINTENANCE TO IMPROVE SERVICE EFFICIENCY AND PROFITABILITY 61 5.3.5 CASE STUDY: 5 QUICK PROCESSING IN GEOGRAPHICALLY DISPERSED DATA CENTERS 61 5.4 ECOSYSTEM 62 FIGURE 26 EDGE COMPUTING MARKET: ECOSYSTEM 62 5.5 PRICING ANALYSIS 62 TABLE 3 PRICING ANALYSIS OF MICROSOFT EDGE COMPUTING SOLUTIONS 63 TABLE 4 PRICING ANALYSIS OF AWS EDGE COMPUTING SOLUTION 63 5.6 PATENT ANALYSIS 64 FIGURE 27 NUMBER OF PATENTS PUBLISHED 64 FIGURE 28 TOP FIVE PATENT OWNERS (GLOBAL) 64 TABLE 5 TOP TEN PATENT OWNERS 65 TABLE 6 PATENTS GRANTED TO VENDORS IN EDGE COMPUTING MARKET 65 5.7 TECHNOLOGY ANALYSIS 66 5.7.1 ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING 66 5.7.2 5G 66 5.7.3 INTERNET OF THINGS 66 5.7.4 AUGMENTED AND VIRTUAL REALITY 66 5.8 SUPPLY CHAIN ANALYSIS 66 FIGURE 29 EDGE COMPUTING MARKET: SUPPLY CHAIN 67 5.9 KEY STAKEHOLDERS AND BUYING CRITERIA 68 5.9.1 KEY STAKEHOLDERS IN BUYING PROCESS 68 TABLE 7 KEY STAKEHOLDERS IN BUYING PROCESS BY TOP THREE VERTICALS 68 5.9.2 BUYING CRITERIA 68 TABLE 8 EDGE COMPUTING SOLUTION VENDORS SELECTION CRITERIA 68 5.10 KEY CONFERENCES AND EVENTS IN 2022–2023 70 TABLE 9 EDGE COMPUTING MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 70 5.11 COVID-19-DRIVEN MARKET DYNAMICS 71 5.11.1 DRIVERS AND OPPORTUNITIES 71 5.11.2 RESTRAINTS AND CHALLENGES 72 5.12 PORTER’S FIVE FORCES ANALYSIS 73 FIGURE 30 EDGE COMPUTING MARKET: PORTER’S FIVE FORCES ANALYSIS 73 TABLE 10 EDGE COMPUTING MARKET: PORTER’S FIVE FORCES ANALYSIS 73 5.12.1 THREAT OF NEW ENTRANTS 74 5.12.2 THREAT OF SUBSTITUTES 74 5.12.3 BARGAINING POWER OF SUPPLIERS 74 5.12.4 BARGAINING POWER OF BUYERS 74 5.12.5 INTENSITY OF COMPETITIVE RIVALRY 74 5.13 REGULATIONS 75 5.13.1 NORTH AMERICA 75 5.13.2 EUROPE 75 5.13.3 ASIA PACIFIC 76 5.13.4 MIDDLE EAST AND SOUTH AFRICA 76 5.13.5 LATIN AMERICA 76 5.14 EMERGING TRENDS IN EDGE COMPUTING MARKET 77 FIGURE 31 MAJOR YCC TRENDS TO DRIVE FUTURE REVENUE PROSPECTS IN EDGE COMPUTING MARKET 77 6 EDGE COMPUTING MARKET, BY COMPONENT 78 6.1 INTRODUCTION 79 FIGURE 32 SOFTWARE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 79 TABLE 11 EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 79 TABLE 12 EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 79 6.1.1 COMPONENTS: EDGE COMPUTING MARKET DRIVERS 80 6.1.2 COMPONENTS: COVID-19 IMPACT 80 6.2 HARDWARE 81 6.2.1 EDGE COMPUTING HARDWARE REFERS TO PHYSICAL COMPONENTS AND SERVICES REQUIRED TO RUN APPLICATIONS 81 TABLE 13 HARDWARE: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 81 TABLE 14 HARDWARE: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 81 6.3 SOFTWARE 82 6.3.1 EDGE COMPUTING SOFTWARE PROVIDES COMPREHENSIVE VISIBILITY AND CONTROL OVER REMOTE EDGE ENVIRONMENT 82 TABLE 15 SOFTWARE: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 82 TABLE 16 SOFTWARE: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 82 6.4 SERVICES 83 6.4.1 EDGE COMPUTING SERVICES PROVIDE ASSISTANCE, UPGRADE, AND REPAIR FOR INTEGRATED EDGE DEVICES AND SOLUTIONS 83 TABLE 17 SERVICES: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 83 TABLE 18 SERVICES: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 84 7 EDGE COMPUTING MARKET, BY APPLICATION 85 7.1 INTRODUCTION 86 FIGURE 33 INDUSTRIAL INTERNET OF THINGS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 86 TABLE 19 EDGE COMPUTING MARKET, BY APPLICATION, 2016–2020 (USD MILLION) 86 TABLE 20 EDGE COMPUTING MARKET, BY APPLICATION, 2021–2027 (USD MILLION) 87 7.1.1 APPLICATIONS: EDGE COMPUTING MARKET DRIVERS 87 7.1.2 APPLICATIONS: COVID-19 IMPACT 88 7.2 SMART CITIES 89 7.2.1 EDGE COMPUTING SOLUTIONS ENABLE DEVELOPMENT OF SMART CITIES 89 TABLE 21 SMART CITIES: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 89 TABLE 22 SMART CITIES: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 89 7.3 INDUSTRIAL INTERNET OF THINGS 90 7.3.1 INFUSING EDGE COMPUTING IN IIOT PROCESSES HELPS COMPANIES IMPROVE NETWORK COMMUNICATION AND COOPERATIVE COORDINATION 90 TABLE 23 INDUSTRIAL INTERNET OF THINGS: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 90 TABLE 24 INDUSTRIAL INTERNET OF THINGS: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 91 7.4 REMOTE MONITORING 91 7.4.1 EDGE COMPUTING FUNCTIONALITIES DELIVER FASTER, RELIABLE, AND CHEAPER DATA PROCESSING USING REMOTE MONITORING SERVICES 91 TABLE 25 REMOTE MONITORING: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 91 TABLE 26 REMOTE MONITORING: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 92 7.5 CONTENT DELIVERY 92 7.5.1 CONTENT DELIVERY MANAGES HEAVY WORKLOADS AND MAINTAINS QUALITY OF EXPERIENCE BY IMPROVING DELIVERY TIME 92 TABLE 27 CONTENT DELIVERY: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 92 TABLE 28 CONTENT DELIVERY: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 93 7.6 AUGMENTED REALITY AND VIRTUAL REALITY 93 7.6.1 EDGE INFRASTRUCTURE ENABLES AR AND VR DEVICES TO RESPOND IN REAL-TIME 93 TABLE 29 AUGMENTED REALITY AND VIRTUAL REALITY: EDGE COMPUTING MARKET SIZE, BY REGION, 2016–2020 (USD MILLION) 93 TABLE 30 AUGMENTED REALITY AND VIRTUAL REALITY: EDGE COMPUTING MARKET SIZE, BY REGION, 2021–2027 (USD MILLION) 94 7.7 OTHER APPLICATIONS 94 TABLE 31 OTHER APPLICATIONS: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 95 TABLE 32 OTHER APPLICATIONS: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 95 8 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE 96 8.1 INTRODUCTION 97 FIGURE 34 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 97 TABLE 33 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 97 TABLE 34 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 97 8.1.1 ORGANIZATION SIZE: EDGE COMPUTING MARKET DRIVERS 98 8.1.2 ORGANIZATION SIZE: COVID-19 IMPACT 98 8.2 SMALL AND MEDIUM-SIZED ENTERPRISES 98 8.2.1 EDGE COMPUTING OFFERS SMES CUTTING-EDGE TECHNOLOGIES BY REDUCING OVERALL IT EXPENSES 98 TABLE 35 SMALL AND MEDIUM-SIZED ENTERPRISES: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 99 TABLE 36 SMALL AND MEDIUM-SIZED ENTERPRISES: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 99 8.3 LARGE ENTERPRISES 99 8.3.1 ADOPTION OF EDGE COMPUTING SOLUTIONS ENHANCES OPERATIONAL EFFICIENCY 99 TABLE 37 LARGE ENTERPRISES: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 100 TABLE 38 LARGE ENTERPRISES: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 100 9 EDGE COMPUTING MARKET, BY VERTICAL 101 9.1 INTRODUCTION 102 FIGURE 35 MANUFACTURING VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 102 TABLE 39 EDGE COMPUTING MARKET, BY VERTICAL, 2016–2020 (USD MILLION) 103 TABLE 40 EDGE COMPUTING MARKET, BY VERTICAL, 2021–2027 (USD MILLION) 103 9.1.1 VERTICALS: EDGE COMPUTING MARKET DRIVERS 103 9.1.2 VERTICALS: COVID-19 IMPACT 104 9.2 MANUFACTURING 106 9.2.1 EDGE COMPUTING OFFERS COST-EFFECTIVE WAYS OF ACHIEVING REMOTE MONITORING IN MANUFACTURING INDUSTRIES 106 TABLE 41 MANUFACTURING: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 106 TABLE 42 MANUFACTURING: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 106 9.3 ENERGY AND UTILITIES 107 9.3.1 EDGE COMPUTING DEVICES HELP ADDRESS ISSUES IN MIDSTREAM SECTOR RELATED TO CRUDE OIL, STORAGE, AND TRANSPORTATION 107 TABLE 43 ENERGY AND UTILITIES: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 107 TABLE 44 ENERGY AND UTILITIES: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 107 9.4 GOVERNMENT AND DEFENSE 108 9.4.1 GOVERNMENT AGENCIES INFUSE EDGE COMPUTING IN IT INFRASTRUCTURE TO ACHIEVE FASTER DATA ANALYSIS 108 TABLE 45 GOVERNMENT AND DEFENSE: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 108 TABLE 46 GOVERNMENT AND DEFENSE: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 109 9.5 TELECOMMUNICATIONS 109 9.5.1 EDGE COMPUTING HELPS TELECOM PROVIDERS BOOST NETWORK REACH 109 TABLE 47 TELECOMMUNICATIONS: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 109 TABLE 48 TELECOMMUNICATIONS: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 110 9.6 MEDIA AND ENTERTAINMENT 110 9.6.1 EDGE COMPUTING PROVIDES INSTANTANEOUS CONNECTION AND BETTER SCALABILITY FOR CONTENT CREATION AND DISTRIBUTION 110 TABLE 49 MEDIA AND ENTERTAINMENT: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 110 TABLE 50 MEDIA AND ENTERTAINMENT: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 111 9.7 RETAIL AND CONSUMER GOODS 111 9.7.1 EDGE COMPUTING LEVERAGES NEW TECHNOLOGIES TO GATHER INSIGHTS INTO CONSUMER’S PURCHASE PREFERENCES 111 TABLE 51 RETAIL AND CONSUMER GOODS: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 112 TABLE 52 RETAIL AND CONSUMER GOODS: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 112 9.8 TRANSPORTATION AND LOGISTICS 112 9.8.1 EDGE COMPUTING REDUCES DATA SHARING AND LATENCY, FACILITATING CONNECTION WITH DEVICES AND SENSORS IN VEHICLES AND DATABASES 112 TABLE 53 TRANSPORTATION AND LOGISTICS: EDGE COMPUTING MARKET, BY REGION, 2016–2020(USD MILLION) 113 TABLE 54 TRANSPORTATION AND LOGISTICS: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 113 9.9 HEALTHCARE AND LIFE SCIENCES 113 9.9.1 IOT AND SMART WEARABLE EDGE DEVICES RECORD REAL-TIME VITAL INFORMATION 113 TABLE 55 HEALTHCARE AND LIFE SCIENCES: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 114 TABLE 56 HEALTHCARE AND LIFE SCIENCES: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 114 9.10 OTHER VERTICALS 114 TABLE 57 OTHER VERTICALS: EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 115 TABLE 58 OTHER VERTICALS: EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 115 10 EDGE COMPUTING MARKET, BY REGION 116 10.1 INTRODUCTION 117 FIGURE 36 ASIA PACIFIC TO GROW AT HIGHEST RATE DURING FORECAST PERIOD 117 TABLE 59 EDGE COMPUTING MARKET, BY REGION, 2016–2020 (USD MILLION) 118 TABLE 60 EDGE COMPUTING MARKET, BY REGION, 2021–2027 (USD MILLION) 118 10.2 NORTH AMERICA 118 10.2.1 NORTH AMERICA: EDGE COMPUTING MARKET DRIVERS 119 10.2.2 NORTH AMERICA: COVID-19 IMPACT 119 FIGURE 37 NORTH AMERICA: MARKET SNAPSHOT 120 TABLE 61 NORTH AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 120 TABLE 62 NORTH AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 121 TABLE 63 NORTH AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2016–2020 (USD MILLION) 121 TABLE 64 NORTH AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2027 (USD MILLION) 121 TABLE 65 NORTH AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 122 TABLE 66 NORTH AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 122 TABLE 67 NORTH AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2016–2020 (USD MILLION) 122 TABLE 68 NORTH AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2021–2027 (USD MILLION) 123 TABLE 69 NORTH AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2016–2020 (USD MILLION) 123 TABLE 70 NORTH AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2021–2027 (USD MILLION) 123 10.2.3 US 124 10.2.3.1 Convergence of edge computing with IIoT encourages manufacturers in the US to move toward connected factories 124 TABLE 71 US: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 124 TABLE 72 US: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 124 TABLE 73 US: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 125 TABLE 74 US: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 125 10.2.4 CANADA 125 10.2.4.1 Startups provide platforms to develop edge-enabled solutions 125 TABLE 75 CANADA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 125 TABLE 76 CANADA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 126 TABLE 77 CANADA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 126 TABLE 78 CANADA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 126 10.3 EUROPE 126 10.3.1 EUROPE: EDGE COMPUTING MARKET DRIVERS 127 10.3.2 EUROPE: COVID-19 IMPACT 127 TABLE 79 EUROPE: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 128 TABLE 80 EUROPE: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 128 TABLE 81 EUROPE: EDGE COMPUTING MARKET, BY APPLICATION, 2016–2020 (USD MILLION) 129 TABLE 82 EUROPE: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2027 (USD MILLION) 129 TABLE 83 EUROPE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 129 TABLE 84 EUROPE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 130 TABLE 85 EUROPE: EDGE COMPUTING MARKET, BY VERTICAL, 2016–2020 (USD MILLION) 130 TABLE 86 EUROPE: EDGE COMPUTING MARKET, BY VERTICAL, 2021–2027 (USD MILLION) 130 TABLE 87 EUROPE: EDGE COMPUTING MARKET, BY COUNTRY, 2016–2020 (USD MILLION) 131 TABLE 88 EUROPE: EDGE COMPUTING MARKET, BY COUNTRY, 2021–2027 (USD MILLION) 131 10.3.3 UK 131 10.3.3.1 Companies in UK adopt edge computing solutions to enhance operational efficiency 131 TABLE 89 UK: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 132 TABLE 90 UK: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 132 TABLE 91 UK: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 132 TABLE 92 UK: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 132 10.3.4 GERMANY 133 10.3.4.1 German edge computing and telecom companies collaborate to build robust edge computing solutions 133 TABLE 93 GERMANY: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 133 TABLE 94 GERMANY: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 133 TABLE 95 GERMANY: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 134 TABLE 96 GERMANY: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 134 10.3.5 FRANCE 134 10.3.5.1 Huge investments by global edge computing providers because of changing customer behavior 134 TABLE 97 FRANCE: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 135 TABLE 98 FRANCE: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 135 TABLE 99 FRANCE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 135 TABLE 100 FRANCE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 135 10.3.6 REST OF EUROPE 136 TABLE 101 REST OF EUROPE: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 136 TABLE 102 REST OF EUROPE: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 136 TABLE 103 REST OF EUROPE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 136 TABLE 104 REST OF EUROPE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 137 10.4 ASIA PACIFIC 137 10.4.1 ASIA PACIFIC: EDGE COMPUTING MARKET DRIVERS 137 10.4.2 ASIA PACIFIC: COVID-19 IMPACT 138 FIGURE 38 ASIA PACIFIC: MARKET SNAPSHOT 138 TABLE 105 ASIA PACIFIC: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 139 TABLE 106 ASIA PACIFIC: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 139 TABLE 107 ASIA PACIFIC: EDGE COMPUTING MARKET, BY APPLICATION, 2016–2020 (USD MILLION) 139 TABLE 108 ASIA PACIFIC: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2027 (USD MILLION) 140 TABLE 109 ASIA PACIFIC: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 140 TABLE 110 ASIA PACIFIC: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 140 TABLE 111 ASIA PACIFIC: EDGE COMPUTING MARKET, BY VERTICAL, 2016–2020 (USD MILLION) 141 TABLE 112 ASIA PACIFIC: EDGE COMPUTING MARKET, BY VERTICAL, 2021–2027 (USD MILLION) 141 TABLE 113 ASIA PACIFIC: EDGE COMPUTING MARKET, BY COUNTRY, 2016–2020 (USD MILLION) 142 TABLE 114 ASIA PACIFIC: EDGE COMPUTING MARKET, BY COUNTRY,2021–2027 (USD MILLION) 142 10.4.3 CHINA 142 10.4.3.1 Adoption of edge computing to achieve resiliency and scalability 142 TABLE 115 CHINA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 143 TABLE 116 CHINA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 143 TABLE 117 CHINA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 143 TABLE 118 CHINA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 143 10.4.4 JAPAN 144 10.4.4.1 Technology providers in Japan introduce cutting-edge edge computing technologies 144 TABLE 119 JAPAN: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 144 TABLE 120 JAPAN: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 144 TABLE 121 JAPAN: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 145 TABLE 122 JAPAN: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027(USD MILLION) 145 10.4.5 AUSTRALIA 145 10.4.5.1 Cloud enhancing capabilities provide attractive opportunities for edge computing 145 TABLE 123 AUSTRALIA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 146 TABLE 124 AUSTRALIA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 146 TABLE 125 AUSTRALIA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 146 TABLE 126 AUSTRALIA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 146 10.4.6 REST OF ASIA PACIFIC 147 TABLE 127 REST OF ASIA PACIFIC: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 147 TABLE 128 REST OF ASIA PACIFIC: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 147 TABLE 129 REST OF ASIA PACIFIC: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 147 TABLE 130 REST OF ASIA PACIFIC: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 148 10.5 MIDDLE EAST AND AFRICA 148 10.5.1 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET DRIVERS 148 10.5.2 MIDDLE EAST AND AFRICA: COVID-19 IMPACT 149 TABLE 131 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 149 TABLE 132 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 149 TABLE 133 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY APPLICATION, 2016–2020 (USD MILLION) 149 TABLE 134 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2027 (USD MILLION) 150 TABLE 135 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 150 TABLE 136 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 150 TABLE 137 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY VERTICAL, 2016–2020 (USD MILLION) 151 TABLE 138 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY VERTICAL, 2021–2027 (USD MILLION) 151 TABLE 139 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COUNTRY, 2016–2020 (USD MILLION) 152 TABLE 140 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COUNTRY, 2021–2027 (USD MILLION) 152 10.5.3 KINGDOM OF SAUDI ARABIA 152 10.5.3.1 Increase in purchasing power and inclination toward advanced technologies to propel market growth 152 TABLE 141 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 153 TABLE 142 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 153 TABLE 143 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 154 TABLE 144 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 154 TABLE 145 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY APPLICATION, 2016–2020 (USD MILLION) 154 TABLE 146 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2027 (USD MILLION) 155 10.5.4 UAE 155 10.5.4.1 IT resource deployment, intelligent storage services, and remote monitoring capabilities drive adoption of edge computing 155 TABLE 147 UNITED ARAB EMIRATES: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 155 TABLE 148 UNITED ARAB EMIRATES: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 156 TABLE 149 UNITED ARAB EMIRATES: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 156 TABLE 150 UNITED ARAB EMIRATES: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 156 10.5.5 SOUTH AFRICA 156 10.5.5.1 Increasing investment by edge computing vendors boosts market growth 156 TABLE 151 SOUTH AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 157 TABLE 152 SOUTH AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 157 TABLE 153 SOUTH AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 157 TABLE 154 SOUTH AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 157 10.5.6 REST OF MIDDLE EAST AND AFRICA 158 TABLE 155 REST OF MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 158 TABLE 156 REST OF MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 158 TABLE 157 REST OF MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 158 TABLE 158 REST OF MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET SIZE, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 159 10.6 LATIN AMERICA 159 10.6.1 LATIN AMERICA: EDGE COMPUTING MARKET DRIVERS 159 10.6.2 LATIN AMERICA: COVID-19 IMPACT 160 TABLE 159 LATIN AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 160 TABLE 160 LATIN AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 160 TABLE 161 LATIN AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2016–2020 (USD MILLION) 160 TABLE 162 LATIN AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2021–2027 (USD MILLION) 161 TABLE 163 LATIN AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 161 TABLE 164 LATIN AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 161 TABLE 165 LATIN AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2016–2020 (USD MILLION) 162 TABLE 166 LATIN AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2021–2027 (USD MILLION) 162 TABLE 167 LATIN AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2016–2020 (USD MILLION) 163 TABLE 168 LATIN AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2021–2027 (USD MILLION) 163 10.6.3 BRAZIL 163 10.6.3.1 Rising technology assimilation among enterprises and consumers presents significant opportunity for market 163 TABLE 169 BRAZIL: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 164 TABLE 170 BRAZIL: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 164 TABLE 171 BRAZIL: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 164 TABLE 172 BRAZIL: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 164 10.6.4 MEXICO 165 10.6.4.1 Migration of applications and IT infrastructure to cloud drives demand for edge computing solutions 165 TABLE 173 MEXICO: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 165 TABLE 174 MEXICO: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 165 TABLE 175 MEXICO: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 165 TABLE 176 MEXICO: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 166 10.6.5 REST OF LATIN AMERICA 166 TABLE 177 REST OF LATIN AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2016–2020 (USD MILLION) 166 TABLE 178 REST OF LATIN AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2021–2027 (USD MILLION) 166 TABLE 179 REST OF LATIN AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2016–2020 (USD MILLION) 167 TABLE 180 REST OF LATIN AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2021–2027 (USD MILLION) 167 11 COMPETITIVE LANDSCAPE 168 11.1 INTRODUCTION 168 FIGURE 39 MARKET EVALUATION FRAMEWORK, 2019–2022 168 11.2 KEY PLAYER STRATEGIES/RIGHT TO WIN 169 11.2.1 OVERVIEW OF STRATEGIES BY KEY EDGE COMPUTING VENDORS 169 11.3 MARKET SHARE OF TOP VENDORS 170 FIGURE 40 EDGE COMPUTING MARKET: VENDOR SHARE ANALYSIS 170 11.4 HISTORICAL REVENUE ANALYSIS OF LEADING PLAYERS 171 FIGURE 41 HISTORICAL FIVE-YEAR REVENUE ANALYSIS OF LEADING PLAYERS, 2017–2021 171 11.5 COMPETITIVE SCENARIO 171 TABLE 181 EDGE COMPUTING MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, 2019–2022 171 TABLE 182 EDGE COMPUTING MARKET: DEALS, 2019–2022 173 11.6 COMPANY EVALUATION QUADRANT 174 11.6.1 STARS 175 11.6.2 EMERGING LEADERS 175 11.6.3 PERVASIVE PLAYERS 175 11.6.4 PARTICIPANTS 175 FIGURE 42 EDGE COMPUTING MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2021 176 11.7 COMPANY PRODUCT FOOTPRINT ANALYSIS 176 TABLE 183 COMPANY APPLICATION FOOTPRINT 176 TABLE 184 COMPANY VERTICAL FOOTPRINT 177 TABLE 185 COMPANY REGION FOOTPRINT 178 TABLE 186 COMPANY FOOTPRINT 178 11.8 SME EVALUATION QUADRANT 179 11.8.1 PROGRESSIVE COMPANIES 179 11.8.2 RESPONSIVE COMPANIES 179 11.8.3 DYNAMIC COMPANIES 179 11.8.4 STARTING BLOCKS 179 FIGURE 43 EDGE COMPUTING MARKET: SME EVALUATION QUADRANT, 2021 180 11.8.5 COMPETITIVE BENCHMARKING 180 TABLE 187 EDGE COMPUTING MARKET: DETAILED LIST OF KEY STARTUP/SME 180 11.9 SME/STARTUP PRODUCT FOOTPRINT ANALYSIS 181 TABLE 188 SME/STARTUP APPLICATION FOOTPRINT 181 TABLE 189 SME/STARTUP VERTICAL FOOTPRINT 182 TABLE 190 SME/STARTUP REGION FOOTPRINT 182 TABLE 191 SME/STARTUP FOOTPRINT 183
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