エッジコンピューティング市場：構成要素別（ハードウェア、ソフトウェア、サービス）、用途別（スマートシティ、遠隔監視、loT、AR・VR、コンテンツ配信）、組織規模別（大企業、中小企業）、業種別、地域別 - 2028年までの世界予測

Edge Computing Market by Component (Hardware, Software, and Services), Application (Smart Cities, Remote Monitoring, loT, AR and VR, Content Delivery), Organization Size (Large Enterprises and SMEs), Vertical and Region - Global Forecast to 2028

エッジコンピューティング市場規模は、2023年の536億米ドルから2028年には1,113億米ドルに成長し、予測期間中の年間平均成長率（CAGR）は15.7％になると予測されている。企業がデータを発生源で収集・分析する必... もっと見る

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MarketsandMarkets マーケッツアンドマーケッツ	2023年7月4日	US$4,950 シングルユーザライセンスライセンス・価格情報注文方法はこちら	276	327	英語

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エッジコンピューティング市場規模は、2023年の536億米ドルから2028年には1,113億米ドルに成長し、予測期間中の年間平均成長率（CAGR）は15.7％になると予測されている。企業がデータを発生源で収集・分析する必要性、IoTネットワークの成長、帯域幅の拡大、遅延の低減、コスト効率、エッジネイティブ・クラウド・プラットフォームの出現により、エッジデバイスとセンサーの接続が時代のニーズとなっており、そのため企業はエッジコンピューティングの導入と活用を迫られている。
コンポーネント別では、サービス分野が予測期間中に大きな成長を示す
サービス分野は、エッジコンピューティング市場において重要な役割を果たしており、エッジコンピューティングソリューションの導入と運用を成功させるために必要不可欠な機能やサポートを幅広く提供している。エッジコンピューティング市場のサービスには、エッジ展開特有の要件や複雑性に対応するさまざまなサービスが含まれる。コンサルティングとアドバイザリーサービスは、サービスセグメントの重要な部分を形成している。これらのサービスは、組織がエッジコンピューティングの潜在的な利点を理解し、特定のニーズを評価し、実装のための適切な戦略を考案するのを支援する。コンサルタントは、企業が望む成果を達成するために最適なエッジインフラ、ネットワークアーキテクチャ、エッジデバイスの配置を特定するよう指導する。次に、エッジコンピューティングのエコシステムには、統合・展開サービスも欠かせない。これらのサービスは、組織がエッジコンピューティングソリューションを既存のITインフラにシームレスに統合するのを支援する。これらのサービスには、ハードウェアやソフトウェアのインストール、設定、テスト、システム統合などの作業が含まれます。これらのサービスを活用することで、企業は現在のインフラとエッジ環境のギャップを効果的に埋めることができる。さらに、マネージドサービスは、エッジコンピューティング導入の継続的な円滑な運用を確保する上で重要な役割を果たします。これらのサービスには、エッジインフラストラクチャの監視、メンテナンス、サポートに加え、ソフトウェアアップデート、セキュリティパッチ、パフォーマンス最適化の管理も含まれます。マネージド・サービスにより、企業は分散エッジ環境の管理に伴う複雑さから解放され、コアコンピテンシーに集中できるようになります。そして、エッジコンピューティング市場の成長に貢献しているのが、トレーニングと教育サービスである。これらのサービスは、エッジコンピューティング・ソリューションを効果的に運用・管理するために必要な知識とスキルを組織に提供する。トレーニング・プログラムは、エッジ・アーキテクチャ、エッジ・アナリティクス、セキュリティ慣行、データ・ガバナンスなどのトピックをカバーし、企業がエッジの導入から最大限の価値を引き出せるようにする。
まとめると、エッジコンピューティング市場のサービスセグメントは、コンサルティング、統合、展開、マネージドサービス、およびトレーニングを含む、エッジコンピューティングの旅を通して組織をサポートするために不可欠である。これらのサービスにより、企業は導入の課題を克服し、パフォーマンスを最適化し、エッジコンピューティングの取り組みから望ましいビジネス成果を得ることができる。

アプリケーション別では、AR & VR分野が予測期間中に適切な成長を示す。
ARはより一般的で、より実用的なアプリケーションである。ARを支える技術には、視覚データを処理し、視覚要素をリアルタイムで表現するデバイスが必要である。エッジ技術がなければ、これらの視覚的要素は中央のデータセンターに送り返す必要があり、そこで要素を追加してからデバイスに送り返すことができる。この配置は、大きな待ち時間を提供することになる。エッジテクノロジーによって、IoTデバイスはARディスプレイを即座に統合することができるようになり、ユーザーはあまりロード時間をかけずに新しいARの詳細を見たり取り込んだりすることができるようになる。ARデバイスは、製品情報を表示するために利用される小売業など、娯楽用途以外の用途もある。このように、エッジ・アーキテクチャは、最小限の待ち時間でこれらのアプリケーションを提供する上で重要な役割を果たす。ARは非常に複雑な技術である。デバイスは複数のセンサーからのデータを理解し、リアルタイム環境で反応しなければならない。エッジ・インフラは、これらのデバイスがデータ転送速度の遅延なく、即座にリアルタイムで反応することを可能にする。このように、エッジ・テクノロジーはスピードと精度を導入し、これらのデバイスをアプリケーション全体でより正確なものにする。
垂直分野別では、政府・防衛分野が予測期間中に大きく成長する。
市民からの期待の高まりと、世界的な金融危機における予算の減少が、政策立案者、行政官、主要な意思決定者が市民のニーズに応える能力を制限している。市民のニーズに的確に応えるため、政府機関は交通監視、駐車場管理、廃棄物管理など、スマートシティのインフラ整備のための先進技術の導入を進め、拡大する必要がある。政府機関は、ITインフラにエッジコンピューティングを導入することで、遠く離れた場所でもデータの可視性を高め、より迅速なデータ分析を実現しようとしている。これにより、よりリスクの高い資産を特定し、損失を最小限に抑え、効率を最適化するための新たなミッションシナリオを模索することが可能になる。例えば、米空軍はデルとマイクロソフトのクラウドとエッジ・コンピューティング・ソリューションを導入し、タンカーの給油コストを毎週100万米ドル削減した。米海兵隊やその他の特殊部隊も、状況認識を実現するためにこのようなアプリケーションを使用している。
ラテンアメリカ地域は、2023年の予測期間中、エッジコンピューティング市場で有望な成長を見せている。
同地域の企業は、より良いサービスを提供し、顧客とのコミュニケーションを確立することに注力している。
注力している。低コストのソフトウェア要件と、容易な適応性、マルチテナンシー、高度な抽象化など、クラウド・コンピューティングのさまざまな利点により、ラテンアメリカのさまざまな企業がクラウド・コンピューティング技術を採用している。しかし、データ量がピークを迎える中、ラテンアメリカの企業はネットワークの混雑問題やデータ損失のリスクを排除するため、エッジコンピューティングを採用すると予想されている。クラウド・コンピューティングは、ピーク時の負荷を平準化し、データセンターを最適化することで非効率に対処し、エッジ・コンピューティングは低遅延接続とデータ伝送用の広帯域幅を提供することで利点を高めている。5Gの普及により、データ駆動型の企業はデータへの迅速かつリアルタイムなアクセスを求めるようになるため、エッジコンピューティングはこの地域で成長すると予想される。

二次調査を通じ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、キーパーソンとの広範な一次インタビューを実施した。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%、列挙：15
本レポートでは、以下の主要ベンダーを紹介している：
Cisco（米国）、AWS（米国）、Dell Technologies（米国）、Google（米国）、HPE（米国）、Huawei（中国）、IBM（米国）、Intel（米国）、Litmus Automation（米国）、Microsoft（米国）、Nokia（フィンランド）、ADLINK（台湾）、Axellio（米国）、Capgemini（フランス）、ClearBlade（米国）、Digi International（米国）、Fastly（米国）、StackPath（米国）、Vapor IO（米国）、GE Digital（米国）、Moxa（台湾）、Sierra Wireless（カナダ）、Juniper Networks（米国）、EdgeConnex（米国）、Belden（米国）、Saguna Networks（イスラエル）、Edge Intelligence（米国）、Edgeworx（米国）、Sunlight.io（英国）、Mutable（米国）、Hivecell（米国）、Section（米国）、EdgeIQ（米国）。
調査範囲
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る。
アプリケーションに基づいて、市場はスマートシティ、モノのインターネット（IIoT）、遠隔監視、コンテンツ配信、拡張現実（AR）と仮想現実（VR）、その他のアプリケーション（自律走行車、ドローン、ゲーム）に区分される。
同市場はまた、中小企業と大企業という組織規模に基づいて区分される。
エッジコンピューティング・ソリューションを使用するさまざまな垂直分野には、製造業、エネルギー・公益事業、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、その他の垂直分野（教育、BFSI）が含まれる。
エッジコンピューティング市場の地理的分析は、5つの主要地域にまたがっている：北米、欧州、アジア太平洋、中東・アフリカ、中南米である。

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／新規参入者が、エッジコンピューティング市場全体と地域ごとのサブセグメントの収益数の最も近い近似値に関する情報を得るのに役立ちます。
- 本レポートは、世界のトップベンダーにおける前述の市場への不況の影響を、概算値、推定値、予測値とともに提供します。
- 本レポートは、利害関係者が競争状況を理解し、より多くの洞察を得ることで、自社のビジネスをより良く位置づけ、適切な市場参入戦略を計画するのに役立ちます。
- また、当レポートは、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、機会に関する情報を提供します。本レポートは、関係者が市場ダイナミクスをより良く理解し、競合他社をより良く理解し、市場での地位を向上させるためのより多くの洞察を得るのに役立つであろう。
- 競争環境のセクションでは、競合他社のエコシステム、新製品の発売、製品の強化、パートナーシップ、契約、統合、コラボレーション、買収などの市場の多様化パラメータが含まれています。
- エッジコンピューティングベンダーの市場象限は、読者が市場プレイヤーの分類とそのパフォーマンスを理解するのに役立ちます図として正確に組み込まれています。
- エッジコンピューティング市場戦略における主要プレイヤーの市場シェア、成長戦略、サービス提供の徹底的な評価。
- また、競合ベンチマーキング表を通じて、市場プレイヤーの競合分析を理解するのに役立ちます。

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1 INTRODUCTION 38
1.1 STUDY OBJECTIVES 38
1.2 MARKET DEFINITION 38
1.2.1 INCLUSIONS AND EXCLUSIONS 38
1.3 MARKET SCOPE 39
1.3.1 MARKET SEGMENTATION 39
1.3.2 REGIONS COVERED 40
1.3.3 YEARS CONSIDERED 40
1.4 CURRENCY CONSIDERED 41
TABLE 1 USD EXCHANGE RATES, 2019–2022 41
1.5 STAKEHOLDERS 41
1.6 SUMMARY OF CHANGES 41
2 RESEARCH METHODOLOGY 43
2.1 RESEARCH DATA 43
FIGURE 1 EDGE COMPUTING MARKET: RESEARCH DESIGN 43
2.1.1 SECONDARY DATA 44
2.1.2 PRIMARY DATA 44
2.1.2.1 Breakup of primary profiles 45
FIGURE 2 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY TYPE, DESIGNATION, AND REGION 45
2.1.2.2 Primary respondents 45
TABLE 2 PRIMARY RESPONDENTS: EDGE COMPUTING MARKET 45
2.1.2.3 Key industry insights 46
2.2 MARKET BREAKUP AND DATA TRIANGULATION 47
FIGURE 3 DATA TRIANGULATION 47
2.3 MARKET SIZE ESTIMATION 48
FIGURE 4 EDGE COMPUTING MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 48
FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY – APPROACH 1 (SUPPLY-SIDE): REVENUE OF SERVICES FROM EDGE COMPUTING VENDORS 49
FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH (SUPPLY-SIDE): COLLECTIVE REVENUE OF EDGE COMPUTING VENDORS 50
FIGURE 7 MARKET SIZE ESTIMATION METHODOLOGY - APPROACH 2 (DEMAND-SIDE): EDGE COMPUTING MARKET 50
FIGURE 8 MARKET SIZE ESTIMATION METHODOLOGY – SUPPLY-SIDE: ILLUSTRATION OF VENDOR REVENUE ESTIMATION 51
2.4 MARKET FORECAST 51
TABLE 3 FACTOR ANALYSIS 51
2.4.1 RECESSION IMPACT ANALYSIS 52
2.5 ASSUMPTIONS 52
2.6 LIMITATIONS 53
3 EXECUTIVE SUMMARY 54
FIGURE 9 GLOBAL EDGE COMPUTING MARKET, 2020–2028 (USD MILLION) 54
3.1 EDGE COMPUTING MARKET: OVERVIEW OF RECESSION IMPACT 55
FIGURE 10 TOP-GROWING SEGMENTS IN EDGE COMPUTING MARKET, 2023–2028 55
FIGURE 11 SOFTWARE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 56
FIGURE 12 IIOT APPLICATION TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 57
FIGURE 13 SMES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 57
FIGURE 14 MANUFACTURING VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 58
FIGURE 15 ASIA PACIFIC TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 58
4 PREMIUM INSIGHTS 60
4.1 ATTRACTIVE OPPORTUNITIES FOR COMPANIES IN EDGE COMPUTING MARKET 60
FIGURE 16 INCREASING USE OF BYOD IN BUSINESS AND TECHNOLOGICAL EVOLUTION TO DRIVE MARKET 60
4.2 EDGE COMPUTING MARKET, BY COMPONENT, 2023 VS. 2028 60
FIGURE 17 HARDWARE SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 60
4.3 EDGE COMPUTING MARKET, BY APPLICATION, 2023 VS. 2028 61
FIGURE 18 SMART CITIES SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 61
4.4 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023 VS. 2028 61
FIGURE 19 LARGE ENTERPRISES SEGMENT TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 61
4.5 EDGE COMPUTING MARKET, BY VERTICAL, 2023 VS. 2028 62
FIGURE 20 MANUFACTURING VERTICAL TO HOLD LARGEST MARKET SHARE DURING FORECAST PERIOD 62
4.6 EDGE COMPUTING MARKET: REGIONAL SCENARIO, 2023–2028 62
FIGURE 21 ASIA PACIFIC TO EMERGE AS BEST MARKET FOR INVESTMENTS IN NEXT FIVE YEARS 62
5 MARKET OVERVIEW AND INDUSTRY TRENDS 63
5.1 INTRODUCTION 63
5.2 MARKET DYNAMICS 63
FIGURE 22 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: EDGE COMPUTING MARKET 63
5.2.1 DRIVERS 64
5.2.1.1 Growing adoption of IoT across industries 64
5.2.1.2 Exponentially increasing data volume and network traffic 64
5.2.1.3 Rising demand for low-latency processing and real-time, automated decision-making solutions 65
5.2.1.4 Surge in data traffic to drive enhanced solutions innovation and implementation in edge computing 65
5.2.2 RESTRAINTS 65
5.2.2.1 Initial CAPEX for infrastructure 65
5.2.3 OPPORTUNITIES 66
5.2.3.1 Emergence of autonomous vehicles and connected car infrastructure 66
5.2.3.2 Advent of 5G network to deliver instant communication experiences 66
FIGURE 23 MOBILE CONNECTION BY NETWORK TYPE AS PERCENT OF REGIONAL SHARE, 2023 67
5.2.4 CHALLENGES 67
5.2.4.1 Complexity in integrating with existing cloud architecture 67
5.2.4.2 Cyberattacks and limited authentication capabilities at the edge 67
5.3 CASE STUDY ANALYSIS 68
5.3.1 CASE STUDY 1: UNPRECEDENTED VISIBILITY INTO PHARMACEUTICAL SUPPLY CHAINS 68
5.3.2 CASE STUDY 2: REAL-TIME QUALITY INSPECTION FOR SMART FACTORY 68
5.3.3 CASE STUDY 3: OPTIMIZED DATA MIGRATION 69
5.3.4 CASE STUDY 4: PREDICTIVE EQUIPMENT MAINTENANCE TO IMPROVE SERVICE EFFICIENCY AND PROFITABILITY 69
5.3.5 CASE STUDY 5: QUICK PROCESSING IN GEOGRAPHICALLY DISPERSED DATA CENTERS 70
5.3.6 CASE STUDY 6: HPE SOLUTION AS AID FOR FOOL-PROOF ORBIT SPACE SYSTEM 70
5.3.7 CASE STUDY 7: ENHANCING CUSTOMER EXPERIENCE WITH EDGE DNS 71
5.3.8 CASE STUDY 8: UPGRADES IN TELECOM INDUSTRY 71
5.3.9 CASE STUDY 9: MICROSOFT’S AZURE TO AID ESPN’S POPULAR OFFERINGS 72
5.4 ECOSYSTEM 73
FIGURE 24 EDGE COMPUTING MARKET: ECOSYSTEM 73
TABLE 4 EDGE COMPUTING MARKET: COMPANIES AND THEIR ROLE IN ECOSYSTEM 74
5.5 PRICING ANALYSIS 77
TABLE 5 PRICING ANALYSIS OF MICROSOFT EDGE COMPUTING SOLUTIONS 77
TABLE 6 PRICING ANALYSIS OF AWS EDGE COMPUTING SOLUTION 77
5.6 AVERAGE SELLING PRICE TREND 78
5.7 BUSINESS MODEL ANALYSIS 79
FIGURE 25 EDGE COMPUTING MARKET: BUSINESS MODELS 79
5.7.1 BUSINESS MODEL FOR HARDWARE VENDORS 79
5.7.2 BUSINESS MODEL FOR SOFTWARE PROVIDERS 80
5.7.3 BUSINESS MODEL FOR SERVICE PROVIDERS 80
5.8 PATENT ANALYSIS 81
FIGURE 26 NUMBER OF PATENTS PUBLISHED 81
FIGURE 27 TOP FIVE PATENT OWNERS (GLOBAL) 81
TABLE 7 TOP TEN PATENT OWNERS 81
TABLE 8 PATENTS GRANTED TO VENDORS IN EDGE COMPUTING MARKET 82
5.9 TECHNOLOGY ANALYSIS 82
5.9.1 AI AND ML 82
5.9.2 5G 83
5.9.3 IOT 83
5.9.4 AR AND VR 83
5.10 SUPPLY CHAIN ANALYSIS 84
FIGURE 28 EDGE COMPUTING MARKET: SUPPLY CHAIN ANALYSIS 84
5.11 KEY CONFERENCES AND EVENTS IN 2023–2024 85
TABLE 9 EDGE COMPUTING MARKET: DETAILED LIST OF CONFERENCES AND EVENTS 85
5.12 PORTER’S FIVE FORCES ANALYSIS 86
FIGURE 29 EDGE COMPUTING MARKET: PORTER’S FIVE FORCES ANALYSIS 86
TABLE 10 EDGE COMPUTING MARKET: PORTER’S FIVE FORCES ANALYSIS 86
5.12.1 THREAT OF NEW ENTRANTS 87
5.12.2 THREAT OF SUBSTITUTES 87
5.12.3 BARGAINING POWER OF SUPPLIERS 87
5.12.4 BARGAINING POWER OF BUYERS 87
5.12.5 INTENSITY OF COMPETITIVE RIVALRY 87
5.13 KEY STAKEHOLDERS AND BUYING CRITERIA 88
5.13.1 KEY STAKEHOLDERS IN BUYING PROCESS 88
FIGURE 30 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP END USERS 88
TABLE 11 INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP INDUSTRIES (%) 88
TABLE 12 KEY STAKEHOLDERS IN BUYING PROCESS BY TOP THREE VERTICAL 88
5.13.2 BUYING CRITERIA 89
FIGURE 31 KEY BUYING CRITERIA FOR TOP INDUSTRIES 89
TABLE 13 KEY BUYING CRITERIA FOR TOP END USERS 89
TABLE 14 EDGE COMPUTING SOLUTION VENDORS SELECTION CRITERIA 90
5.14 REGULATIONS 91
5.14.1 NORTH AMERICA 91
5.14.2 EUROPE 92
5.14.3 ASIA PACIFIC 92
5.14.4 MIDDLE EAST AND SOUTH AFRICA 93
5.14.5 LATIN AMERICA 93
5.15 EMERGING TRENDS IN EDGE COMPUTING MARKET 93
FIGURE 32 MAJOR YCC TRENDS TO DRIVE FUTURE REVENUE PROSPECTS IN EDGE COMPUTING MARKET 93
5.16 EDGE COMPUTING MARKET – EDGE SERVER SHIPMENT ANALYSIS 94
6 EDGE COMPUTING MARKET, BY COMPONENT 95
6.1 INTRODUCTION 96
FIGURE 33 SOFTWARE SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 96
TABLE 15 EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 96
TABLE 16 EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 96
6.1.1 COMPONENTS: EDGE COMPUTING MARKET DRIVERS 97
6.2 HARDWARE 97
6.2.1 NEAR REAL-TIME ACTIONABLE INSIGHTS AT DATA SOURCE TO DRIVE GROWTH OF DATA GENERATED AND COLLECTED 97
TABLE 17 HARDWARE: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 98
TABLE 18 HARDWARE: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 98
6.3 SOFTWARE 98
6.3.1 EDGE COMPUTING SOFTWARE PROVIDES COMPREHENSIVE VISIBILITY AND CONTROL OVER REMOTE EDGE ENVIRONMENT 98
TABLE 19 SOFTWARE: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 99
TABLE 20 SOFTWARE: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 99
6.4 SERVICES 99
6.4.1 EDGE COMPUTING SERVICES PROVIDE ASSISTANCE, UPGRADE, AND REPAIR FOR INTEGRATED EDGE DEVICES AND SOLUTIONS 99
TABLE 21 SERVICES: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 100
TABLE 22 SERVICES: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 100
7 EDGE COMPUTING MARKET, BY APPLICATION 101
7.1 INTRODUCTION 102
FIGURE 34 INDUSTRIAL INTERNET OF THINGS SEGMENT TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 102
TABLE 23 EDGE COMPUTING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 102
TABLE 24 EDGE COMPUTING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 103
7.1.1 APPLICATIONS: EDGE COMPUTING MARKET DRIVERS 103
7.2 SMART CITIES 104
7.2.1 EDGE COMPUTING SOLUTIONS TO AID INNOVATIONS IN SMART CITY DIGITAL CONNECTIVITY 104
TABLE 25 SMART CITIES: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 104
TABLE 26 SMART CITIES: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 104
7.3 INDUSTRIAL INTERNET OF THINGS 105
7.3.1 INFUSING EDGE COMPUTING IN IIOT PROCESSES HELPS COMPANIES IMPROVE NETWORK COMMUNICATION AND COOPERATIVE COORDINATION 105
TABLE 27 INDUSTRIAL INTERNET OF THINGS: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 105
TABLE 28 INDUSTRIAL INTERNET OF THINGS: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 105
7.4 REMOTE MONITORING 106
7.4.1 EDGE COMPUTING FUNCTIONALITIES DELIVER FASTER, RELIABLE, AND CHEAPER DATA PROCESSING USING REMOTE MONITORING SERVICES 106
TABLE 29 REMOTE MONITORING: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 106
TABLE 30 REMOTE MONITORING: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 106
7.5 CONTENT DELIVERY 107
7.5.1 CONTENT DELIVERY MANAGES HEAVY WORKLOADS AND MAINTAINS QUALITY OF EXPERIENCE BY IMPROVING DELIVERY TIME 107
TABLE 31 CONTENT DELIVERY: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 107
TABLE 32 CONTENT DELIVERY: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 107
7.6 AUGMENTED REALITY AND VIRTUAL REALITY 108
7.6.1 EDGE INFRASTRUCTURE ENABLES AR AND VR DEVICES TO RESPOND IN REAL TIME 108
TABLE 33 AUGMENTED REALITY AND VIRTUAL REALITY: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 108
TABLE 34 AUGMENTED REALITY AND VIRTUAL REALITY: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 108
7.7 OTHER APPLICATIONS 109
TABLE 35 OTHER APPLICATIONS: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 109
TABLE 36 OTHER APPLICATIONS: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 109
8 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE 110
8.1 INTRODUCTION 111
FIGURE 35 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT HIGHER CAGR DURING FORECAST PERIOD 111
TABLE 37 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 111
TABLE 38 EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 111
8.1.1 ORGANIZATION SIZE: EDGE COMPUTING MARKET DRIVERS 112
8.2 SMALL AND MEDIUM-SIZED ENTERPRISES 112
8.2.1 EDGE COMPUTING OFFERS CUTTING-EDGE TECHNOLOGIES BY REDUCING OVERALL IT EXPENSES 112
TABLE 39 SMALL AND MEDIUM-SIZED ENTERPRISES: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 113
TABLE 40 SMALL AND MEDIUM-SIZED ENTERPRISES: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 113
8.3 LARGE ENTERPRISES 113
8.3.1 ADOPTION OF EDGE COMPUTING SOLUTIONS ENHANCES OPERATIONAL EFFICIENCY 113
TABLE 41 LARGE ENTERPRISES: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 114
TABLE 42 LARGE ENTERPRISES: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 114
9 EDGE COMPUTING MARKET, BY VERTICAL 115
9.1 INTRODUCTION 116
FIGURE 36 MANUFACTURING VERTICAL TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD 116
TABLE 43 EDGE COMPUTING MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 116
TABLE 44 EDGE COMPUTING MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 117
9.1.1 VERTICALS: EDGE COMPUTING MARKET DRIVERS 117
9.2 MANUFACTURING 119
9.2.1 EDGE COMPUTING OFFERS COST-EFFECTIVE WAYS OF ACHIEVING REMOTE MONITORING IN MANUFACTURING INDUSTRIES 119
TABLE 45 MANUFACTURING: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 119
TABLE 46 MANUFACTURING: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 119
9.3 ENERGY & UTILITIES 120
9.3.1 EDGE COMPUTING DEVICES HELP ADDRESS ISSUES IN MIDSTREAM SECTOR RELATED TO CRUDE OIL STORAGE AND TRANSPORTATION 120
TABLE 47 ENERGY & UTILITIES: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 120
TABLE 48 ENERGY & UTILITIES: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 120
9.4 GOVERNMENT & DEFENSE 121
9.4.1 GOVERNMENT AGENCIES INFUSE EDGE COMPUTING IN IT INFRASTRUCTURE FOR FASTER DATA ANALYSIS 121
TABLE 49 GOVERNMENT & DEFENSE: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 121
TABLE 50 GOVERNMENT & DEFENSE: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 122
9.5 TELECOMMUNICATIONS 122
9.5.1 EDGE COMPUTING HELPS TELECOM PROVIDERS EXPAND NETWORK REACH WITH LOWER LATENCY 122
TABLE 51 TELECOMMUNICATIONS: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 122
TABLE 52 TELECOMMUNICATIONS: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 123
9.6 MEDIA & ENTERTAINMENT 123
9.6.1 EDGE COMPUTING PROVIDES INSTANTANEOUS CONNECTION AND BETTER SCALABILITY FOR CONTENT CREATION AND DISTRIBUTION 123
TABLE 53 MEDIA & ENTERTAINMENT: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 123
TABLE 54 MEDIA & ENTERTAINMENT: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 124
9.7 RETAIL & CONSUMER GOODS 124
9.7.1 EDGE COMPUTING LEVERAGES NEW TECHNOLOGIES TO GATHER INSIGHTS ON PURCHASING PREFERENCES OF CONSUMERS 124
TABLE 55 RETAIL & CONSUMER GOODS: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 124
TABLE 56 RETAIL & CONSUMER GOODS: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 125
9.8 TRANSPORTATION & LOGISTICS 125
9.8.1 EDGE COMPUTING REDUCES DATA SHARING AND LATENCY, FACILITATING EFFECTIVE AND EFFICIENT CONNECTION WITH DEVICES AND SENSORS IN VEHICLES AND DATABASES 125
TABLE 57 TRANSPORTATION & LOGISTICS: EDGE COMPUTING MARKET, BY REGION, 2018–2022(USD MILLION) 125
TABLE 58 TRANSPORTATION & LOGISTICS: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 126
9.9 HEALTHCARE & LIFE SCIENCES 126
9.9.1 IOT AND SMART WEARABLE EDGE DEVICES RECORD REAL-TIME VITAL INFORMATION 126
TABLE 59 HEALTHCARE & LIFE SCIENCES: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 126
TABLE 60 HEALTHCARE & LIFE SCIENCES: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 127
9.10 OTHER VERTICALS 127
TABLE 61 OTHER VERTICALS: EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 127
TABLE 62 OTHER VERTICALS: EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 128
10 EDGE COMPUTING MARKET, BY REGION 129
10.1 INTRODUCTION 130
FIGURE 37 ASIA PACIFIC TO GROW AT HIGHEST RATE DURING FORECAST PERIOD 130
TABLE 63 EDGE COMPUTING MARKET, BY REGION, 2018–2022 (USD MILLION) 130
TABLE 64 EDGE COMPUTING MARKET, BY REGION, 2023–2028 (USD MILLION) 131
10.2 NORTH AMERICA 131
10.2.1 NORTH AMERICA: EDGE COMPUTING MARKET DRIVERS 131
10.2.2 NORTH AMERICA: RECESSION IMPACT 132
FIGURE 38 NORTH AMERICA: MARKET SNAPSHOT 133
TABLE 65 NORTH AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 133
TABLE 66 NORTH AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 134
TABLE 67 NORTH AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 134
TABLE 68 NORTH AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 134
TABLE 69 NORTH AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 135
TABLE 70 NORTH AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 135
TABLE 71 NORTH AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 135
TABLE 72 NORTH AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 136
TABLE 73 NORTH AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 136
TABLE 74 NORTH AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 136
10.2.3 US 137
10.2.3.1 Convergence of edge computing with IIoT encourages manufacturers to move toward connected factories 137
TABLE 75 US: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 137
TABLE 76 US: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 137
TABLE 77 US: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 138
TABLE 78 US: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 138
10.2.4 CANADA 138
10.2.4.1 Startups provide platforms to develop edge-enabled solutions 138
TABLE 79 CANADA: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 138
TABLE 80 CANADA: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 139
TABLE 81 CANADA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 139
TABLE 82 CANADA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 139
10.3 EUROPE 139
10.3.1 EUROPE: EDGE COMPUTING MARKET DRIVERS 140
10.3.2 EUROPE: RECESSION IMPACT 140
TABLE 83 EUROPE: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 141
TABLE 84 EUROPE: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 141
TABLE 85 EUROPE: EDGE COMPUTING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 141
TABLE 86 EUROPE: EDGE COMPUTING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 141
TABLE 87 EUROPE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 142
TABLE 88 EUROPE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 142
TABLE 89 EUROPE: EDGE COMPUTING MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 142
TABLE 90 EUROPE: EDGE COMPUTING MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 143
TABLE 91 EUROPE: EDGE COMPUTING MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 143
TABLE 92 EUROPE: EDGE COMPUTING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 143
10.3.3 UK 144
10.3.3.1 Companies adopt edge computing solutions to enhance operational efficiency 144
TABLE 93 UK: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 144
TABLE 94 UK: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 144
TABLE 95 UK: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 144
TABLE 96 UK: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 145
10.3.4 GERMANY 145
10.3.4.1 German edge computing and telecom companies collaborate to build robust edge computing solutions 145
TABLE 97 GERMANY: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 145
TABLE 98 GERMANY: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 145
TABLE 99 GERMANY: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 146
TABLE 100 GERMANY: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 146
10.3.5 FRANCE 146
10.3.5.1 Huge investments by global edge computing providers to cater to changing customer behavior 146
TABLE 101 FRANCE: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 146
TABLE 102 FRANCE: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 147
TABLE 103 FRANCE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 147
TABLE 104 FRANCE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 147
10.3.6 REST OF EUROPE 147
TABLE 105 REST OF EUROPE: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 148
TABLE 106 REST OF EUROPE: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 148
TABLE 107 REST OF EUROPE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 148
TABLE 108 REST OF EUROPE: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 148
10.4 ASIA PACIFIC 149
10.4.1 ASIA PACIFIC: EDGE COMPUTING MARKET DRIVERS 149
10.4.2 ASIA PACIFIC: RECESSION IMPACT 150
FIGURE 39 ASIA PACIFIC: MARKET SNAPSHOT 151
TABLE 109 ASIA PACIFIC: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 151
TABLE 110 ASIA PACIFIC: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 152
TABLE 111 ASIA PACIFIC: EDGE COMPUTING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 152
TABLE 112 ASIA PACIFIC: EDGE COMPUTING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 152
TABLE 113 ASIA PACIFIC: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 153
TABLE 114 ASIA PACIFIC: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 153
TABLE 115 ASIA PACIFIC: EDGE COMPUTING MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 153
TABLE 116 ASIA PACIFIC: EDGE COMPUTING MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 154
TABLE 117 ASIA PACIFIC: EDGE COMPUTING MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 154
TABLE 118 ASIA PACIFIC: EDGE COMPUTING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 154
10.4.3 CHINA 155
10.4.3.1 Adoption of edge computing to achieve resiliency and scalability 155
TABLE 119 CHINA: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 155
TABLE 120 CHINA: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 155
TABLE 121 CHINA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 155
TABLE 122 CHINA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 156
10.4.4 JAPAN 156
10.4.4.1 Technology providers introduce cutting-edge edge computing technologies 156
TABLE 123 JAPAN: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 156
TABLE 124 JAPAN: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 157
TABLE 125 JAPAN: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 157
TABLE 126 JAPAN: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 157
10.4.5 AUSTRALIA 157
10.4.5.1 Cloud-enhancing capabilities provide attractive opportunities for edge computing 157
TABLE 127 AUSTRALIA: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 158
TABLE 128 AUSTRALIA: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 158
TABLE 129 AUSTRALIA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 158
TABLE 130 AUSTRALIA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 158
10.4.6 REST OF ASIA PACIFIC 159
TABLE 131 REST OF ASIA PACIFIC: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 159
TABLE 132 REST OF ASIA PACIFIC: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 159
TABLE 133 REST OF ASIA PACIFIC: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 159
TABLE 134 REST OF ASIA PACIFIC: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 160
10.5 MIDDLE EAST AND AFRICA 160
10.5.1 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET DRIVERS 160
10.5.2 MIDDLE EAST AND AFRICA: RECESSION IMPACT 161
TABLE 135 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 161
TABLE 136 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 162
TABLE 137 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 162
TABLE 138 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 162
TABLE 139 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 163
TABLE 140 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 163
TABLE 141 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 163
TABLE 142 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 164
TABLE 143 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 164
TABLE 144 MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 164
10.5.3 KINGDOM OF SAUDI ARABIA 165
10.5.3.1 Increase in purchasing power and inclination toward advanced technologies to propel market 165
TABLE 145 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 165
TABLE 146 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 166
TABLE 147 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 166
TABLE 148 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 166
TABLE 149 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 166
TABLE 150 KINGDOM OF SAUDI ARABIA: EDGE COMPUTING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 167
10.5.4 UAE 167
10.5.4.1 IT resource deployment, intelligent storage services, and remote monitoring capabilities to drive adoption of edge computing 167
TABLE 151 UNITED ARAB EMIRATES: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 167
TABLE 152 UNITED ARAB EMIRATES: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 168
TABLE 153 UNITED ARAB EMIRATES: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 168
TABLE 154 UNITED ARAB EMIRATES: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 168
10.5.5 SOUTH AFRICA 168
10.5.5.1 Increasing investment by edge computing vendors to boost market 168
TABLE 155 SOUTH AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 169
TABLE 156 SOUTH AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 169
TABLE 157 SOUTH AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 169
TABLE 158 SOUTH AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 169
10.5.6 REST OF MIDDLE EAST AND AFRICA 170
TABLE 159 REST OF MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 170
TABLE 160 REST OF MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 170
TABLE 161 REST OF MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 170
TABLE 162 REST OF MIDDLE EAST AND AFRICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 171
10.6 LATIN AMERICA 171
10.6.1 LATIN AMERICA: EDGE COMPUTING MARKET DRIVERS 171
10.6.2 LATIN AMERICA: RECESSION IMPACT 172
TABLE 163 LATIN AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 172
TABLE 164 LATIN AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 172
TABLE 165 LATIN AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2018–2022 (USD MILLION) 172
TABLE 166 LATIN AMERICA: EDGE COMPUTING MARKET, BY APPLICATION, 2023–2028 (USD MILLION) 173
TABLE 167 LATIN AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 173
TABLE 168 LATIN AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 173
TABLE 169 LATIN AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2018–2022 (USD MILLION) 174
TABLE 170 LATIN AMERICA: EDGE COMPUTING MARKET, BY VERTICAL, 2023–2028 (USD MILLION) 174
TABLE 171 LATIN AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2018–2022 (USD MILLION) 174
TABLE 172 LATIN AMERICA: EDGE COMPUTING MARKET, BY COUNTRY, 2023–2028 (USD MILLION) 175
10.6.3 BRAZIL 175
10.6.3.1 Rising technology assimilation among enterprises and consumers presents significant opportunity for market 175
TABLE 173 BRAZIL: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 175
TABLE 174 BRAZIL: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 175
TABLE 175 BRAZIL: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 176
TABLE 176 BRAZIL: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 176
10.6.4 MEXICO 176
10.6.4.1 Migration of applications and IT infrastructure to cloud to drive demand for edge computing solutions 176
TABLE 177 MEXICO: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 176
TABLE 178 MEXICO: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 177
TABLE 179 MEXICO: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 177
TABLE 180 MEXICO: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 177
10.6.5 REST OF LATIN AMERICA 177
TABLE 181 REST OF LATIN AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2018–2022 (USD MILLION) 178
TABLE 182 REST OF LATIN AMERICA: EDGE COMPUTING MARKET, BY COMPONENT, 2023–2028 (USD MILLION) 178
TABLE 183 REST OF LATIN AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2018–2022 (USD MILLION) 178
TABLE 184 REST OF LATIN AMERICA: EDGE COMPUTING MARKET, BY ORGANIZATION SIZE, 2023–2028 (USD MILLION) 178
11 COMPETITIVE LANDSCAPE 179
11.1 INTRODUCTION 179
11.2 MARKET SHARE OF TOP VENDORS 179
FIGURE 40 EDGE COMPUTING MARKET: VENDOR SHARE ANALYSIS 179
11.3 KEY PLAYER STRATEGIES/RIGHT TO WIN 180
11.3.1 OVERVIEW OF STRATEGIES BY KEY EDGE COMPUTING VENDORS 180
FIGURE 41 OVERVIEW OF STRATEGIES BY KEY EDGE COMPUTING VENDORS 180
11.4 REVENUE ANALYSIS OF TOP FIVE VENDORS 181
FIGURE 42 REVENUE ANALYSIS OF TOP FIVE VENDORS, 2018–2022 (USD BILLION) 181
11.5 COMPANY EVALUATION QUADRANT, 2022 181
11.5.1 DEFINITIONS AND METHODOLOGY 181
FIGURE 43 KEY PLAYER EVALUATION QUADRANT: CRITERIA WEIGHTAGE 182
11.5.2 STARS 182
11.5.3 EMERGING LEADERS 182
11.5.4 PERVASIVE PLAYERS 182
11.5.5 PARTICIPANTS 183
FIGURE 44 EDGE COMPUTING MARKET (GLOBAL): COMPANY EVALUATION QUADRANT, 2022 183
11.5.6 COMPANY FOOTPRINT ANALYSIS 184
TABLE 185 COMPANY FOOTPRINT (1/2) 184
TABLE 186 COMPANY FOOTPRINT (2/2) 184
11.6 COMPANY EVALUATION QUADRANT FOR STARTUPS/SMES, 2022 185
FIGURE 45 COMPANY EVALUATION QUADRANT FOR STARTUPS/SMES: CRITERIA WEIGHTAGE 185
11.6.1 PROGRESSIVE COMPANIES 186
11.6.2 RESPONSIVE COMPANIES 186
11.6.3 DYNAMIC COMPANIES 186
11.6.4 STARTING BLOCKS 186
FIGURE 46 EDGE COMPUTING MARKET: SME EVALUATION QUADRANT, 2022 187
11.6.5 COMPETITIVE BENCHMARKING FOR STARTUPS/SMES 187
TABLE 187 EDGE COMPUTING MARKET: DETAILED LIST OF KEY STARTUPS/SMES 187
11.7 SME/STARTUP PRODUCT FOOTPRINT ANALYSIS 188
TABLE 188 SME/STARTUP FOOTPRINT (1/2) 188
TABLE 189 SME/STARTUP FOOTPRINT (2/2) 189
11.8 COMPANY FINANCIAL METRICS 189
FIGURE 47 COMPANY FINANCIAL METRICS, 2022 189
11.9 GLOBAL SNAPSHOT OF KEY MARKET PARTICIPANTS 190
FIGURE 48 EDGE COMPUTING: GLOBAL SNAPSHOT OF KEY MARKET PARTICIPANTS, 2022 190
11.10 COMPETITIVE SCENARIO 190
11.10.1 PRODUCT LAUNCHES AND ENHANCEMENTS 190
TABLE 190 EDGE COMPUTING MARKET: PRODUCT LAUNCHES AND ENHANCEMENTS, JANUARY 2020–MAY 2023 190
11.10.2 DEALS 192
TABLE 191 EDGE COMPUTING MARKET: DEALS, JANUARY 2020–MAY 2023 192

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Table of Contents

Summary

The edge computing market size is expected to grow from USD 53.6 billion in 2023 to USD 111.3 billion by 2028, at a Compound Annual Growth Rate (CAGR) of 15.7% during the forecast period. The requirement of companies to collect and analyze data at the very source from where it is generated, growth of IoT networks, increased bandwidth, reduced latency, cost effectiveness, emergence of edge native cloud platforms have made connecting edge devices and sensors the need of the hour, hence compelling enterprises to adopt and harness the power of edge computing.
By component, services segment to exhibit significant growth during the forecast period
The services segment plays a crucial role in the edge computing market, providing a range of essential functions and support to ensure the successful implementation and operation of edge computing solutions. Services in the edge computing market encompass a variety of offerings that cater to the unique requirements and complexities of edge deployments. Consulting and advisory services form a significant part of the services segment. These services assist organizations in understanding the potential benefits of edge computing, assessing their specific needs, and devising an appropriate strategy for implementation. Consultants guide businesses in identifying the optimal edge infrastructure, network architecture, and edge device placement to achieve their desired outcomes. Next, the integration and deployment services are also vital in the edge computing ecosystem. These services aid organizations in seamlessly integrating edge computing solutions into their existing IT infrastructure. They involve activities such as hardware and software installation, configuration, testing, and system integration. By leveraging these services, businesses can effectively bridge the gap between their current infrastructure and the edge environment. Furthermore, managed services play a significant role in ensuring the ongoing smooth operation of edge computing deployments. These services encompass monitoring, maintenance, and support for the edge infrastructure, as well as managing software updates, security patches, and performance optimization. Managed services relieve organizations of the complexities associated with managing distributed edge environments and enable them to focus on their core competencies. And then the training and education services contribute to the growth of the edge computing market. These services provide organizations with the knowledge and skills required to operate and manage edge computing solutions effectively. Training programs may cover topics such as edge architecture, edge analytics, security practices, and data governance, empowering businesses to derive maximum value from their edge deployments.
Summarily, the services segment in the edge computing market is vital for supporting organizations throughout their edge computing journey, encompassing consulting, integration, deployment, managed services, and training. These services enable businesses to overcome implementation challenges, optimize performance, and achieve the desired business outcomes from their edge computing initiatives.

By application, AR & VR segment to exhibit decent growth during the forecast period
AR is more common and has more practical applications. The technology behind AR requires devices to process visual data and represent visual elements in real time. Without the edge technology, these visual elements need to send back to the centralized data centers, where these elements can be added before sending it back to that device. This arrangement will offer significant latency. Edge technology will enable IoT devices to integrate AR displays instantly, enabling users to look and take in new AR details without much loading time. AR devices have applications beyond entertaining applications, such as retail, where it is being utilized to display product information. Thus, edge architecture will play a vital role in providing these applications with minimal latency. AR is an extremely complex technology. The device must understand data from multiple sensors to react in a real-time environment. Edge infrastructure enables these devices to react in real-time immediately, without delay in data transfer speed. Thus, edge technology will introduce speed and accuracy to make these devices more accurate across applications.
By vertical, government and defense vertical to grow significantly during the forecast period
Growing expectations from citizens and dropping budgets during the global financial crisis are limiting the ability of policymakers, administrators, and key decision-makers to meet the citizens’ needs. To aptly serve the needs of citizens, government agencies must advance and expand the deployment of advanced technologies for the development of infrastructure for smart cities, such as traffic monitoring, parking management, and waste management. Government agencies are increasingly infusing edge computing in their IT infrastructure to gain greater data visibility in far-flung locations and achieve faster data analysis. This enables them to identify assets at greater risk and explore new mission scenarios for minimizing loss and optimizing efficiency. For instance, the US Air Force deployed Dell and Microsoft’s cloud and edge computing solutions and saved USD 1 million in weekly tanker refuelling costs. US Marine and other special forces also use such applications to achieve situational awareness.
Latin American region is showing promising growth in the edge computing market during the forecast period in 2023
Companies in the region are focusing on providing better services and establishing communications with
their customers. Owing to low-cost software requirements and various cloud computing benefits, such as easy adaptability, multitenancy, and a high degree of abstraction, various companies across Latin America have adopted cloud computing technology. However, with the peaking data volumes, Latin American companies are expected to adopt edge computing to eliminate network congestion issues and data loss risks. Cloud computing addresses inefficiencies by flattening peak loads and optimizing data centers, and edge computing add to the benefits by providing low latency connectivity and high bandwidth for data transmission. Owing to the proliferation of 5G, data-driven enterprises would demand quick and real-time access to data; hence, edge computing is expected to grow in this region.

In the process of determining and verifying the market size for several segments and subsegments gathered through secondary research, extensive primary interviews were conducted with the key people. The breakup of the profiles of the primary participants is as follows:
• By Company Type: Tier I: 35%, Tier II: 25%, and Tier III: 40%
• By Designation: C-Level: 25%, D-Level: 30%, and Others: 45%
• By Region: North America: 42%, Europe: 25%, APAC: 18%, Row: 15%
The report profiles the following key vendors:
Cisco (US), AWS (US), Dell Technologies (US), Google (US), HPE (US), Huawei (China), IBM (US), Intel (US), Litmus Automation (US), Microsoft (US), Nokia (Finland), ADLINK (Taiwan), Axellio (US), Capgemini (France), ClearBlade (US), Digi International (US), Fastly (US), StackPath (US), Vapor IO (US), GE Digital (US), Moxa (Taiwan), Sierra Wireless (Canada), Juniper Networks (US), EdgeConnex (US), Belden (US), Saguna Networks (Israel), Edge Intelligence (US), Edgeworx (US), Sunlight.io (UK), Mutable (US), Hivecell (US), Section (US), EdgeIQ (US).
Research Coverage
The report segments the edge computing market by the component segment which includes software, hardware, and services.
Based on the application, the market is segmented into smart cities, Industrial Internet of Things (IIoT), remote monitoring, content delivery, Augmented Reality (AR) and Virtual Reality (VR), and other applications (autonomous vehicles, drones, and gaming).
The market is also segmented based on organization sizes as small and medium-sized enterprises and large enterprises.
Different verticals using edge computing solutions include manufacturing, energy and utilities, government and defense, healthcare and life sciences, media and entertainment, retail and consumer goods, telecommunications, transportation and logistics, and other verticals (education and BFSI).
The geographic analysis of the edge computing market is spread across five major regions: North America, Europe, Asia Pacific, Middle East and Africa, and Latin America.

Key Benefits of Buying the Report

• The report will help the market leaders/new entrants in the edge computing market with information on the closest approximations of the revenue numbers for the overall edge computing market and the subsegments across regions.
• The report provides the impact of recession on the aforesaid market, among top vendors worldwide, along with figures which are the closest approximations, estimated and projected.
• The report will help stakeholders understand the competitive landscape and gain more insights to better position their businesses and to plan suitable go-to-market strategies.
• The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities. It would help stakeholders understand the market dynamics better, their competitors better and gain more insights to uplift their positions in the market.
• The competitive landscape section includes a competitor ecosystem, market diversification parameters such as new product launch, product enhancement, partnerships, agreement, integration, collaborations, and acquisitions.
• The Market quadrant of edge computing vendors have been precisely incorporated as a figure which helps readers understand market players categorization and their performance.
• In-depth exhaustive assessment of market shares, growth strategies and service offerings of leading players in the edge computing market strategies.
• The report also helps stakeholders understand the competitive analysis by these market players via competitive benchmarking tables.

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