DevOps市场－全球产业规模、份额、趋势、机会及预测（依产品、部署方式、组织规模、产业、地区及竞争格局划分，2021-2031年）

全球 DevOps 市场预计将从 2025 年的 137.3 亿美元大幅成长至 2031 年的 390.1 亿美元，复合年增长率为 19.01%。

DevOps 是一种协作框架，它统一了软体开发和 IT 维运，能够频繁地交付功能、修復和更新，同时缩短系统开发生命週期。推动这一市场扩张的主要因素是对维运敏捷性的日益增长的需求，这要求企业实现复杂交付流程的自动化，并缩短企业应用的上市时间。此外，透过持续监控和团队协作来提高可靠性和效率的需求，也推动了这些调查方法在各行各业的广泛应用。

高采用率显示该领域发展势头强劲。根据云端原生运算基金会的数据，到 2024 年，60% 的企业将利用持续整合和持续交付平台部署其大部分云端原生应用程式。然而，在整合传统基础设施方面，市场面临着巨大的障碍，因为对于许多成熟企业而言，将老旧、分散的系统现代化以适应高速、自动化的 DevOps 工作流程仍然是一项技术难度高且成本高昂的挑战。

市场驱动因素

向云端运算和混合环境的大规模转型正在从根本上改变全球DevOps市场，对强大的编配和基础设施即程式码（IaC）能力提出了更高的要求。随着企业从本地资料中心迁移，他们依赖DevOps工具来管理分散式资源的复杂性，并确保跨不同平台的一致部署。这种转变正在推动自动化配置和组态管理解决方案的普及，这些解决方案能够随着现代云端生态系的扩展而扩展。这项转型的财务投入显而易见：根据HashiCorp 2024年6月发布的云端策略调查，66%的受访者表示其云端基础设施支出逐年增加，这凸显了DevOps在最大化云端效用和管理营运成本方面发挥的关键作用。

此外，人工智慧 (AI) 和机器学习与自动化技术的日益融合，正成为一股变革力量，显着提升 DevOps 工作流程的能力。这些技术已嵌入软体开发生命週期，用于预测故障率、自动化程式码产生和简化异常检测，从而减少人工干预和错误频率。寻求提高生产力的技术专业人员普遍依赖这些智慧工具。根据 Google Cloud 于 2024 年 10 月发布的《加速 DevOps 现况报告》，超过 75% 的受访者在日常工作中至少有一项任务使用了人工智慧。这项技术的应用不仅优化了单一操作，还显着提高了发布速度。 GitLab 的 2024 年报告发现，69% 的首席主管预计软体发布速度将比上年度至少翻一番，这表明这些先进的调查方法对市场产生了切实的影响。

市场挑战

传统基础设施的整合造成了严重的技术和财务瓶颈，大大阻碍了全球DevOps市场的成长。现有企业通常依赖单体系统，而这些系统难以实现现代持续交付管线所需的自动化和互通性。对这些分散的架构进行现代化改造需要大规模的重构工作，这不仅增加了营运风险，而且成本也远远超出了最初的预算。因此，许多企业担心DevOps实践带来的损失会超过其带来的敏捷性提升，从而限制甚至停止采用DevOps。

近期行业数据也印证了这一障碍，这些数据反映了不断发展的技术环境固有的营运难题。根据云端原生运算基金会（CNCF）预测，到2024年，46%的组织将把理解和营运云端原生计划的复杂性列为主要挑战。这项数据凸显了企业在尝试将新的DevOps调查方法与复杂的现有IT环境融合时所面临的摩擦。这种复杂性不仅会降低部署速度，还会阻碍市场广泛渗透，因为企业无法证明克服这些结构性过时障碍所需的资源投入是合理的。

市场趋势

平台工程的快速普及正迅速成为市场发展的关键趋势，推动企业从专案的DevOps实践转向结构化的内部开发者平台（IDP）。这一趋势旨在透过集中基础设施管理和透过自助服务入口网站标准化工作流程，从而降低开发者的认知负荷。透过将复杂的工具链抽象化成统一的“黄金路径”，企业既能确保一致性，又能让开发团队专注于编码而非配置。近期的采用指标也印证了这项转变的快速发展。根据Humanitec于2024年11月发布的《平台工程现况报告（第三卷）》，55.84%的受访平台团队成立时间不到两年。这项数据表明，全球工程部门近期正在进行大规模的结构重组，旨在透过组建专门的平台产品团队来提升DevOps效率。

同时，DevSecOps市场正日趋成熟，这主要源于保护软体供应链免受日益复杂的攻击的迫切需求。对开放原始码元件日益增长的依赖迫使企业将自动化管治和策略即程式码直接整合到持续交付管道中，以便在部署前检测威胁。上游风险的激增使得这种转型不再是可选项，而是生存的必然选择。根据Sonatype于2024年10月发布的第十份年度《软体供应链状况报告》，恶​​意开放原始码软体套件的数量年增了156%。这种日益严峻的威胁环境直接推动了对进阶安全工具的需求，这些工具能够在不减慢发布週期的情况下自动清理依赖项并强制执行合规性。

目录

第一章概述

第二章调查方法

第三章执行摘要

第四章：客户评价

第五章 全球DevOps市场展望

• 市场规模及预测
  • 按金额
• 市占率及预测
  • 透过提供（软体、服务）
  • 依部署方式（公共云端、私有云端、混合云端）
  • 依组织规模（大型公司、中小企业）
  • 按行业划分（银行、金融、保险、零售、政府、製造业、IT、通讯、医疗保健、其他）
  • 按地区
  • 按公司（2025 年）
• 市场地图

第六章：北美DevOps市场展望

• 市场规模及预测
• 市占率及预测
• 北美洲：国家分析
  • 我们
  • 加拿大
  • 墨西哥

第七章：欧洲DevOps市场展望

• 市场规模及预测
• 市占率及预测
• 欧洲：国家分析
  • 德国
  • 法国
  • 英国
  • 义大利
  • 西班牙

第八章：亚太地区DevOps市场展望

• 市场规模及预测
• 市占率及预测
• 亚太地区：国家分析
  • 中国
  • 印度
  • 日本
  • 韩国
  • 澳洲

第九章：中东和非洲DevOps市场展望

• 市场规模及预测
• 市占率及预测
• 中东和非洲：国家分析
  • 沙乌地阿拉伯
  • 阿拉伯聯合大公国
  • 南非

第十章：南美洲DevOps市场展望

• 市场规模及预测
• 市占率及预测
• 南美洲：国家分析
  • 巴西
  • 哥伦比亚
  • 阿根廷

第十一章 市场动态

• 司机
• 任务

第十二章 市场趋势与发展

• 併购
• 产品发布
• 最新进展

第十三章 全球DevOps市场：SWOT分析

第十四章：波特五力分析

• 产业竞争
• 新进入者的可能性
• 供应商电力
• 顾客权力
• 替代品的威胁

第十五章 竞争格局

• Google LLC
• Microsoft Corporation
• Oracle Corporation
• International Business Machines Corporation
• Amazon Web Services Inc.
• Micro Focus International plc
• Cisco Systems Inc.
• Hewlett Packard Enterprise Company
• Red Hat Inc.
• Cigniti Technologies Limited

第十六章 策略建议

第十七章：关于研究公司及免责声明

The Global DevOps Market is projected to experience substantial growth, rising from USD 13.73 Billion in 2025 to USD 39.01 Billion by 2031, achieving a CAGR of 19.01%. DevOps constitutes a collaborative framework that unifies software development with IT operations to abridge the systems development lifecycle while ensuring the frequent delivery of features, corrections, and updates. The principal force driving this market expansion is the intensifying need for operational agility, which requires organizations to automate intricate delivery pipelines and hasten the time-to-market for enterprise applications. Additionally, the necessity to improve reliability and efficiency through continuous monitoring and teamwork fosters the broad implementation of these methodologies across diverse industries.

Strong adoption figures highlight the sector's positive momentum. Data from the Cloud Native Computing Foundation indicates that in 2024, 60% of organizations utilized a continuous integration and continuous delivery platform to deploy the bulk of their cloud-native applications. Nevertheless, the market encounters a major obstacle concerning the incorporation of legacy infrastructure, as modernizing antiquated, fragmented systems to operate within high-velocity, automated DevOps workflows persists as a technically arduous and expensive challenge for numerous established enterprises.

Market Driver

The extensive migration toward cloud computing and hybrid environments is fundamentally altering the Global DevOps Market by demanding powerful orchestration and infrastructure-as-code capabilities. As enterprises depart from on-premises data centers, they rely on DevOps tools to navigate the complexities of distributed resources and guarantee consistent deployment across varied platforms. This shift drives the uptake of automated provisioning and configuration management solutions capable of handling the magnitude of modern cloud ecosystems. The financial dedication to this transition is evident; according to the HashiCorp 'State of Cloud Strategy Survey' from June 2024, 66% of respondents increased their cloud infrastructure spending over the previous year, highlighting the critical role DevOps plays in maximizing cloud utility and managing operational overhead.

Furthermore, the rising integration of artificial intelligence and machine learning into automation acts as a transformative force boosting DevOps workflow capabilities. These technologies are embedded within the software development lifecycle to forecast failure rates, automate code generation, and streamline anomaly detection, thereby lowering manual intervention and error frequencies. Reliance on these intelligent tools has become widespread among technical professionals aiming to enhance productivity. According to the Google Cloud 'Accelerate State of DevOps Report' from October 2024, over 75% of respondents rely on artificial intelligence for at least one daily professional task. This technological infusion not only optimizes individual duties but also significantly improves release speed; GitLab reported in 2024 that 69% of CxOs achieved software shipment rates at least twice as fast as the previous year, demonstrating the tangible market impact of these advanced methodologies.

Market Challenge

The incorporation of legacy infrastructure significantly impedes the growth of the Global DevOps Market by creating substantial technical and financial bottlenecks. Established enterprises often depend on monolithic systems that resist the automation and interoperability required for modern continuous delivery pipelines. Modernizing these disparate architectures necessitates extensive refactoring, which introduces high operational risks and escalates costs well beyond initial budget projections. Consequently, organizations frequently restrict or pause their adoption of DevOps practices, fearing that the disruption to critical business functions will outweigh the potential gains in agility.

This obstacle is substantiated by recent industry data reflecting the operational difficulties inherent in evolving technical environments. According to the Cloud Native Computing Foundation, in 2024, 46% of organizations identified the complexity of understanding and running cloud-native projects as a primary challenge. This statistic underscores the friction businesses face when attempting to harmonize new DevOps methodologies with intricate, existing IT landscapes. Such complexity not only slows the rate of deployment but also deters widespread market penetration, as companies struggle to justify the resource expenditure required to overcome these structural obsolescence hurdles.

Market Trends

The accelerated adoption of Platform Engineering is rapidly emerging as a critical evolution in the market, moving organizations beyond ad-hoc DevOps practices toward structured Internal Developer Platforms (IDPs). This trend focuses on reducing the cognitive load on developers by centralizing infrastructure management and standardizing workflows through self-service portals. By abstracting complex toolchains into cohesive "golden paths," enterprises can ensure consistency while allowing development teams to focus on coding rather than configuration. The velocity of this shift is evident in recent adoption metrics; according to Humanitec, November 2024, in the 'State of Platform Engineering Report Vol 3', 55.84% of surveyed platform teams have existed for less than two years. This statistic signals a massive, recent structural reorganization within engineering departments globally, aiming to scale DevOps efficiency through dedicated platform product teams.

Simultaneously, the market is witnessing the maturation of DevSecOps, driven specifically by the urgent need to secure the software supply chain against increasingly sophisticated attacks. As reliance on open-source components grows, organizations are compelled to integrate automated governance and Policy-as-Code directly into their continuous delivery pipelines to detect threats before deployment. This transition is no longer optional but a survival imperative due to the explosive growth in upstream risks. According to Sonatype, October 2024, in the '10th Annual State of the Software Supply Chain Report', the number of malicious open source packages surged by 156% year-over-year. This escalating threat landscape is directly fueling the demand for advanced security tools that can automatically sanitize dependencies and enforce compliance without slowing down release cycles.

Key Market Players

• Google LLC
• Microsoft Corporation
• Oracle Corporation
• International Business Machines Corporation
• Amazon Web Services Inc.
• Micro Focus International plc
• Cisco Systems Inc.
• Hewlett Packard Enterprise Company
• Red Hat Inc.
• Cigniti Technologies Limited

Report Scope

In this report, the Global Devops Market has been segmented into the following categories, in addition to the industry trends which have also been detailed below:

Devops Market, By Offering

• Software
• Services

Devops Market, By Deployment

• Public Cloud
• Private Cloud
• Hybrid Cloud

Devops Market, By Organization Size

• Large Enterprises
• Small
• Medium Enterprises

Devops Market, By Industry

• BFSI
• Retail
• Government
• Manufacturing
• IT & Telecommunication
• Healthcare
• Others

Devops Market, By Region

• North America
  • United States
  • Canada
  • Mexico
• Europe
  • France
  • United Kingdom
  • Italy
  • Germany
  • Spain
• Asia Pacific
  • China
  • India
  • Japan
  • Australia
  • South Korea
• South America
  • Brazil
  • Argentina
  • Colombia
• Middle East & Africa
  • South Africa
  • Saudi Arabia
  • UAE

Competitive Landscape

Company Profiles: Detailed analysis of the major companies present in the Global Devops Market.

Available Customizations:

Global Devops Market report with the given market data, TechSci Research offers customizations according to a company's specific needs. The following customization options are available for the report:

Company Information

• Detailed analysis and profiling of additional market players (up to five).

Table of Contents

1. Product Overview

• 1.1. Market Definition
• 1.2. Scope of the Market
  • 1.2.1. Markets Covered
  • 1.2.2. Years Considered for Study
  • 1.2.3. Key Market Segmentations

2. Research Methodology

• 2.1. Objective of the Study
• 2.2. Baseline Methodology
• 2.3. Key Industry Partners
• 2.4. Major Association and Secondary Sources
• 2.5. Forecasting Methodology
• 2.6. Data Triangulation & Validation
• 2.7. Assumptions and Limitations

3. Executive Summary

• 3.1. Overview of the Market
• 3.2. Overview of Key Market Segmentations
• 3.3. Overview of Key Market Players
• 3.4. Overview of Key Regions/Countries
• 3.5. Overview of Market Drivers, Challenges, Trends

4. Voice of Customer

5. Global Devops Market Outlook

• 5.1. Market Size & Forecast
  • 5.1.1. By Value
• 5.2. Market Share & Forecast
  • 5.2.1. By Offering (Software, Services)
  • 5.2.2. By Deployment (Public Cloud, Private Cloud, Hybrid Cloud)
  • 5.2.3. By Organization Size (Large Enterprises, Small, Medium Enterprises)
  • 5.2.4. By Industry (BFSI, Retail, Government, Manufacturing, IT & Telecommunication, Healthcare, Others)
  • 5.2.5. By Region
  • 5.2.6. By Company (2025)
• 5.3. Market Map

6. North America Devops Market Outlook

• 6.1. Market Size & Forecast
  • 6.1.1. By Value
• 6.2. Market Share & Forecast
  • 6.2.1. By Offering
  • 6.2.2. By Deployment
  • 6.2.3. By Organization Size
  • 6.2.4. By Industry
  • 6.2.5. By Country
• 6.3. North America: Country Analysis
  • 6.3.1. United States Devops Market Outlook
    • 6.3.1.1. Market Size & Forecast
      • 6.3.1.1.1. By Value
    • 6.3.1.2. Market Share & Forecast
      • 6.3.1.2.1. By Offering
      • 6.3.1.2.2. By Deployment
      • 6.3.1.2.3. By Organization Size
      • 6.3.1.2.4. By Industry
  • 6.3.2. Canada Devops Market Outlook
    • 6.3.2.1. Market Size & Forecast
      • 6.3.2.1.1. By Value
    • 6.3.2.2. Market Share & Forecast
      • 6.3.2.2.1. By Offering
      • 6.3.2.2.2. By Deployment
      • 6.3.2.2.3. By Organization Size
      • 6.3.2.2.4. By Industry
  • 6.3.3. Mexico Devops Market Outlook
    • 6.3.3.1. Market Size & Forecast
      • 6.3.3.1.1. By Value
    • 6.3.3.2. Market Share & Forecast
      • 6.3.3.2.1. By Offering
      • 6.3.3.2.2. By Deployment
      • 6.3.3.2.3. By Organization Size
      • 6.3.3.2.4. By Industry

7. Europe Devops Market Outlook

• 7.1. Market Size & Forecast
  • 7.1.1. By Value
• 7.2. Market Share & Forecast
  • 7.2.1. By Offering
  • 7.2.2. By Deployment
  • 7.2.3. By Organization Size
  • 7.2.4. By Industry
  • 7.2.5. By Country
• 7.3. Europe: Country Analysis
  • 7.3.1. Germany Devops Market Outlook
    • 7.3.1.1. Market Size & Forecast
      • 7.3.1.1.1. By Value
    • 7.3.1.2. Market Share & Forecast
      • 7.3.1.2.1. By Offering
      • 7.3.1.2.2. By Deployment
      • 7.3.1.2.3. By Organization Size
      • 7.3.1.2.4. By Industry
  • 7.3.2. France Devops Market Outlook
    • 7.3.2.1. Market Size & Forecast
      • 7.3.2.1.1. By Value
    • 7.3.2.2. Market Share & Forecast
      • 7.3.2.2.1. By Offering
      • 7.3.2.2.2. By Deployment
      • 7.3.2.2.3. By Organization Size
      • 7.3.2.2.4. By Industry
  • 7.3.3. United Kingdom Devops Market Outlook
    • 7.3.3.1. Market Size & Forecast
      • 7.3.3.1.1. By Value
    • 7.3.3.2. Market Share & Forecast
      • 7.3.3.2.1. By Offering
      • 7.3.3.2.2. By Deployment
      • 7.3.3.2.3. By Organization Size
      • 7.3.3.2.4. By Industry
  • 7.3.4. Italy Devops Market Outlook
    • 7.3.4.1. Market Size & Forecast
      • 7.3.4.1.1. By Value
    • 7.3.4.2. Market Share & Forecast
      • 7.3.4.2.1. By Offering
      • 7.3.4.2.2. By Deployment
      • 7.3.4.2.3. By Organization Size
      • 7.3.4.2.4. By Industry
  • 7.3.5. Spain Devops Market Outlook
    • 7.3.5.1. Market Size & Forecast
      • 7.3.5.1.1. By Value
    • 7.3.5.2. Market Share & Forecast
      • 7.3.5.2.1. By Offering
      • 7.3.5.2.2. By Deployment
      • 7.3.5.2.3. By Organization Size
      • 7.3.5.2.4. By Industry

8. Asia Pacific Devops Market Outlook

• 8.1. Market Size & Forecast
  • 8.1.1. By Value
• 8.2. Market Share & Forecast
  • 8.2.1. By Offering
  • 8.2.2. By Deployment
  • 8.2.3. By Organization Size
  • 8.2.4. By Industry
  • 8.2.5. By Country
• 8.3. Asia Pacific: Country Analysis
  • 8.3.1. China Devops Market Outlook
    • 8.3.1.1. Market Size & Forecast
      • 8.3.1.1.1. By Value
    • 8.3.1.2. Market Share & Forecast
      • 8.3.1.2.1. By Offering
      • 8.3.1.2.2. By Deployment
      • 8.3.1.2.3. By Organization Size
      • 8.3.1.2.4. By Industry
  • 8.3.2. India Devops Market Outlook
    • 8.3.2.1. Market Size & Forecast
      • 8.3.2.1.1. By Value
    • 8.3.2.2. Market Share & Forecast
      • 8.3.2.2.1. By Offering
      • 8.3.2.2.2. By Deployment
      • 8.3.2.2.3. By Organization Size
      • 8.3.2.2.4. By Industry
  • 8.3.3. Japan Devops Market Outlook
    • 8.3.3.1. Market Size & Forecast
      • 8.3.3.1.1. By Value
    • 8.3.3.2. Market Share & Forecast
      • 8.3.3.2.1. By Offering
      • 8.3.3.2.2. By Deployment
      • 8.3.3.2.3. By Organization Size
      • 8.3.3.2.4. By Industry
  • 8.3.4. South Korea Devops Market Outlook
    • 8.3.4.1. Market Size & Forecast
      • 8.3.4.1.1. By Value
    • 8.3.4.2. Market Share & Forecast
      • 8.3.4.2.1. By Offering
      • 8.3.4.2.2. By Deployment
      • 8.3.4.2.3. By Organization Size
      • 8.3.4.2.4. By Industry
  • 8.3.5. Australia Devops Market Outlook
    • 8.3.5.1. Market Size & Forecast
      • 8.3.5.1.1. By Value
    • 8.3.5.2. Market Share & Forecast
      • 8.3.5.2.1. By Offering
      • 8.3.5.2.2. By Deployment
      • 8.3.5.2.3. By Organization Size
      • 8.3.5.2.4. By Industry

9. Middle East & Africa Devops Market Outlook

• 9.1. Market Size & Forecast
  • 9.1.1. By Value
• 9.2. Market Share & Forecast
  • 9.2.1. By Offering
  • 9.2.2. By Deployment
  • 9.2.3. By Organization Size
  • 9.2.4. By Industry
  • 9.2.5. By Country
• 9.3. Middle East & Africa: Country Analysis
  • 9.3.1. Saudi Arabia Devops Market Outlook
    • 9.3.1.1. Market Size & Forecast
      • 9.3.1.1.1. By Value
    • 9.3.1.2. Market Share & Forecast
      • 9.3.1.2.1. By Offering
      • 9.3.1.2.2. By Deployment
      • 9.3.1.2.3. By Organization Size
      • 9.3.1.2.4. By Industry
  • 9.3.2. UAE Devops Market Outlook
    • 9.3.2.1. Market Size & Forecast
      • 9.3.2.1.1. By Value
    • 9.3.2.2. Market Share & Forecast
      • 9.3.2.2.1. By Offering
      • 9.3.2.2.2. By Deployment
      • 9.3.2.2.3. By Organization Size
      • 9.3.2.2.4. By Industry
  • 9.3.3. South Africa Devops Market Outlook
    • 9.3.3.1. Market Size & Forecast
      • 9.3.3.1.1. By Value
    • 9.3.3.2. Market Share & Forecast
      • 9.3.3.2.1. By Offering
      • 9.3.3.2.2. By Deployment
      • 9.3.3.2.3. By Organization Size
      • 9.3.3.2.4. By Industry

10. South America Devops Market Outlook

• 10.1. Market Size & Forecast
  • 10.1.1. By Value
• 10.2. Market Share & Forecast
  • 10.2.1. By Offering
  • 10.2.2. By Deployment
  • 10.2.3. By Organization Size
  • 10.2.4. By Industry
  • 10.2.5. By Country
• 10.3. South America: Country Analysis
  • 10.3.1. Brazil Devops Market Outlook
    • 10.3.1.1. Market Size & Forecast
      • 10.3.1.1.1. By Value
    • 10.3.1.2. Market Share & Forecast
      • 10.3.1.2.1. By Offering
      • 10.3.1.2.2. By Deployment
      • 10.3.1.2.3. By Organization Size
      • 10.3.1.2.4. By Industry
  • 10.3.2. Colombia Devops Market Outlook
    • 10.3.2.1. Market Size & Forecast
      • 10.3.2.1.1. By Value
    • 10.3.2.2. Market Share & Forecast
      • 10.3.2.2.1. By Offering
      • 10.3.2.2.2. By Deployment
      • 10.3.2.2.3. By Organization Size
      • 10.3.2.2.4. By Industry
  • 10.3.3. Argentina Devops Market Outlook
    • 10.3.3.1. Market Size & Forecast
      • 10.3.3.1.1. By Value
    • 10.3.3.2. Market Share & Forecast
      • 10.3.3.2.1. By Offering
      • 10.3.3.2.2. By Deployment
      • 10.3.3.2.3. By Organization Size
      • 10.3.3.2.4. By Industry

11. Market Dynamics

• 11.1. Drivers
• 11.2. Challenges

12. Market Trends & Developments

• 12.1. Merger & Acquisition (If Any)
• 12.2. Product Launches (If Any)
• 12.3. Recent Developments

13. Global Devops Market: SWOT Analysis

14. Porter's Five Forces Analysis

• 14.1. Competition in the Industry
• 14.2. Potential of New Entrants
• 14.3. Power of Suppliers
• 14.4. Power of Customers
• 14.5. Threat of Substitute Products

15. Competitive Landscape

• 15.1. Google LLC
  • 15.1.1. Business Overview
  • 15.1.2. Products & Services
  • 15.1.3. Recent Developments
  • 15.1.4. Key Personnel
  • 15.1.5. SWOT Analysis
• 15.2. Microsoft Corporation
• 15.3. Oracle Corporation
• 15.4. International Business Machines Corporation
• 15.5. Amazon Web Services Inc.
• 15.6. Micro Focus International plc
• 15.7. Cisco Systems Inc.
• 15.8. Hewlett Packard Enterprise Company
• 15.9. Red Hat Inc.
• 15.10. Cigniti Technologies Limited

16. Strategic Recommendations

17. About Us & Disclaimer