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Journal articles on the topic 'CD Automation'

Author: Grafiati

Published: 7 June 2025

Last updated: 2 August 2025

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1

Jeeri, Kishore. "Approaches to Automating Ci/Cd Processes in Distributed Teams." American Journal of Engineering and Technology 07, no. 04 (2025): 97–104. https://doi.org/10.37547/tajet/volume07issue04-13.

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This article explores methods for automating continuous integration processes in the context of distributed teams. With the rise of remote work and globalization, development process optimization has become a crucial factor in the success of modern projects. The objective of this study is to analyze approaches to automation that enhance collaboration among remote team members, reduce testing and deployment time, improve system stability, and enhance the overall quality of the final product. The methodology involves a comparative analysis of scientific publications available in open sources. Th

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Singh, Chandra Prakash. "The Role of RPA in Transforming DevOps: Driving CI/CD Efficiency and Beyond." INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT 09, no. 01 (2025): 1–6. https://doi.org/10.55041/ijsrem8160.

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The COVID-19 pandemic has profoundly reshaped the global business environment, compelling organizations to accelerate their digital transformation journeys. Remote work has become the standard, fueling an unprecedented demand for swift and dependable software delivery. This white paper delves into how Robotic Process Automation (RPA) can revolutionize DevOps practices, particularly through the automation of Continuous Integration and Continuous Deployment (CI/CD) pipelines. By integrating RPA, organizations can eliminate manual bottlenecks, enhance accuracy, and scale their software delivery p

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Ronakkumar, Bathani. "Automation in Data Engineering: Implementing GitHub Actions for CI/CD in ETL Workflows." International Journal of Engineering and Management Research 12, no. 1 (2022): 149–55. https://doi.org/10.5281/zenodo.13994660.

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Automation in data engineering, particularly within ETL (Extract, Transform, Load) workflows, has become critical as data volumes increase. This paper demonstrates the use of GitHub Actions to implement Continuous Integration/Continuous Deployment (CI/CD) in ETL workflows, significantly improving performance and efficiency. Our research focuses on automating ETL stages—data extraction, transformation, and loading—using GitHub Actions to reduce errors, enhance deployment success rates, and minimize manual interventions. Results show a 33.33% reduction in average execution time, a 58

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Chava, Ajay. "CI/CD and Automation in DevOps Engineering." Asian Journal of Research in Computer Science 17, no. 11 (2024): 73–80. http://dx.doi.org/10.9734/ajrcos/2024/v17i11520.

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The article examines the principles and best practices of implementing Continuous Integration and Continuous Deployment (CI/CD) within DevOps engineering. It explores how CI/CD pipelines, automated testing, version control, and deployment processes can accelerate software development and improve product quality. The manuscript analyzes key tools such as Jenkins, GitLab, and Travis CI, and discusses critical security measures for safeguarding code and infrastructure. By integrating CI/CD into DevOps workflows, teams can enhance efficiency, reduce time to market, and minimize errors, all while e

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Jithendra Prasad Reddy Baswareddy. "Accelerating retail digital transformation through CI/CD automation." World Journal of Advanced Engineering Technology and Sciences 15, no. 1 (2025): 302–10. https://doi.org/10.30574/wjaets.2025.15.1.0204.

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Digital transformation initiatives in the retail sector can be significantly accelerated through CI/CD automation, supporting rapid development and deployment of retail applications. This article examines how enterprise-scale retailers implement custom CI/CD pipelines built upon open-source foundations, typically leveraging customized source code management systems, in-house continuous integration platforms based on open-source frameworks, and extended artifact repository solutions. The paper discusses deployment automation strategies that enhance velocity and consistency across complex retail

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Gudelli, Venkata Ramana. "Automating CI/CD Pipelines: A Comparative Study of Jenkins and Bitbucket." Australian Journal of Machine Learning Research & Applications 2, no. 1 (2022): 436–511. https://doi.org/10.5281/zenodo.15102615.

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As far as the author’s knowledge goes, Continuous Integration and Continuous Deployment (CI/CD) pipeline poses to be a very crucial component of modern software development which provides automated build, test, and deployment workflows. Through this research paper, the author dives deep into a comparative study of two widely adapted CI/CD tools, Jenkins and Bitbucket pipelines. These tools are used for evaluating the architecture, automation capabilities, scalability, integration options, and performance efficiency. Jenkins is an open-source automation server whereas Bitbucket pipeline i

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Kusumadewi, Rismanda, and Ronald Adrian. "Performance Analysis of Devops Practice Implementation Of CI/CD Using Jenkins." MATICS: Jurnal Ilmu Komputer dan Teknologi Informasi (Journal of Computer Science and Information Technology) 15, no. 2 (2023): 90–95. http://dx.doi.org/10.18860/mat.v15i2.17091.

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Continuous Integration and Continuous Delivery (CI/CD) are methods used in agile development to automate and speed up the process of building, testing, and validating services. To support and simplify all development and deployment processes, several methods such as containerized and CI/CD automation are needed. In this research, a DevOps Practice is carried out which includes process integration, deployment, and testing automatically using a tool called Jenkins. These tools are open source automation servers to help the Continuous Integration and Continuous Deployment process. Jenkins is equi

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Ravi, Chandra Thota. "Cloud-Native DevSecOps: Integrating Security Automation into CI/CD Pipelines." INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH AND CREATIVE TECHNOLOGY 10, no. 6 (2024): 1–19. https://doi.org/10.5281/zenodo.15036934.

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As software has become deployed more rapidly in the current fast pace of software development, security has become important, particularly in cloud-native environments where CI/CD pipelines play an important role in operations. Many ways we use to secure traditional systems do not keep up with the fluidity and the fact that they are automated in modern DevOps workflows. As a result, DevSecOps—combining security with the DevOps process—has become the key strategy to maintain the software's security while retaining speed and agility. This article discusses how security automation can

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Faqih, Adam Rafif, Alif Taufiqurrahman, Jati H. Husen, and Mira Kania Sabariah. "Empirical Analysis of CI/CD Tools Usage in GitHub Actions Workflows." Journal of Informatics and Web Engineering 3, no. 2 (2024): 251–61. http://dx.doi.org/10.33093/jiwe.2024.3.2.18.

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As software systems grow larger and more complex, with rapidly changing requirements, manually managing code integration, testing, and deployment becomes extremely challenging. Continuous Integration and Continuous Deployment (CI/CD) practices and tools have emerged to help automate these processes. This research explores the usage of different categories of CI/CD tools within GitHub Actions workflow configurations across GitHub repositories. The five-tool categories analyzed are Version Control Management, Static Code Analysis, Build Automation, Test Automation, and CI/CD Servers. The data us

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Naveen, Vemuri, Thaneeru Naresh, and Manoj Tatikonda Venkata. "AI-Optimized DevOps for Streamlined Cloud CI/CD." AI-Optimized DevOps for Streamlined Cloud CI/CD 9, no. 2 (2024): 7. https://doi.org/10.5281/zenodo.10673085.

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This research pays attention to the merging of Development Operations with Artificial Intelligence (AI). It starts by realizing that AI will be an important factor in many aspects of work and that it will be automating some job functions. Consequently, AI will be presented as a tool that will enhance knowledge acquisition, provide job performance and professional development. The story stresses the opportunity cost attributed to the shift from software licensing to Software as a Service (SaaS) and underscores the benefits gained through early and regular software release by the organizations w

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Peddireddy, Abhiram Reddy. "Effective Workflow Automation in GitHub: Leveraging Bash and YAML." Journal of Artificial Intelligence & Cloud Computing 3, no. 3 (2024): 1–7. http://dx.doi.org/10.47363/jaicc/2024(3)345.

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Automation plays a role, in todays software development landscape within continuous integration and continuous delivery (CI/CD) setups. GitHub Actions, a tool for automating tasks in GitHub repositories heavily relies on scripting languages to define and execute operations. This paper delves into the merging of Bash and YAML scripting languages to enhance automation, on GitHub. By utilizing Bash for command execution and YAML for configuration developers can build resilient, effective and secure workflows. This method simplifies the automation of development processes enhances error handling a

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Sandeep, Rachapudi. "Leveraging Automation: How CI/CD Transforms Fintech Development." Journal of Scientific and Engineering Research 7, no. 10 (2020): 258–61. https://doi.org/10.5281/zenodo.14273310.

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The financial technology (fintech) sector is characterized by rapid innovation, stringent regulatory requirements, and a relentless pursuit of competitive advantage. Continuous Integration and Continuous Deployment (CI/CD) practices, strengthened by automation, are revolutionizing fintech development by enhancing agility, improving software quality, and ensuring compliance. This paper explores how automation within CI/CD frameworks is transforming the development landscape in fintech, highlighting key benefits, challenges, and future directions.

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Kisina, Denis, Oyinomomo-emi Emmanuel Akpe, Samuel Owoade, Bright Chibunna Ubanadu, Toluwase Peter Gbenle, and Oluwasanmi Segun Adanigbo. "Advances in Continuous Integration and Deployment Workflows across Multi-Team Development Pipelines." International Journal of Multidisciplinary Research and Growth Evaluation 2, no. 1 (2022): 990–94. https://doi.org/10.54660/.ijmrge.2022.2.1.990-994.

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This paper explores the advances in Continuous Integration and Deployment (CI/CD) workflows, with a focus on optimizing practices across multi-team software development pipelines. It begins by contextualizing CI/CD as a cornerstone of modern development, enabling faster releases, improved collaboration, and increased software reliability. The discussion traces the historical evolution of CI/CD from its early iterations to its current state, highlighting the adoption of tools like Jenkins, GitLab, and containerization technologies. It identifies the core benefits of CI/CD—such as automation, ra

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Ali, Josh Mahmood. "DevOps and continuous integration/continuous deployment (CI/CD) automation." Advances in Engineering Innovation 4, no. 1 (2023): 38–42. http://dx.doi.org/10.54254/2977-3903/4/2023031.

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The rapid integration of DevOps and Continuous Integration/Continuous Deployment (CI/CD) has ushered in a transformative era in software development, streamlining processes and bolstering release efficiency. The amalgamation of development (Dev) and IT operations (Ops) into a cohesive DevOps model facilitates a more synergistic and responsive approach to the software lifecycle. Simultaneously, CI/CD automation accelerates the software release cadence, promising quicker feedback loops and more frequent feature releases. This paper delves into the underlying principles of DevOps and CI/CD, eluci

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Taiwo Joseph Akinbolaji, Godwin Nzeako, David Akokodaripon, and Akorede Victor Aderoju. "Automation in Cloud-Based DevOps: A Guide to CI/CD Pipelines and Infrastructure as Code (IaC) with Terraform and Jenkins." World Journal of Advanced Engineering Technology and Sciences 13, no. 2 (2024): 090–104. http://dx.doi.org/10.30574/wjaets.2024.13.2.0542.

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This study offers a comprehensive analysis of automation in cloud-based DevOps, focusing on the role of Continuous Integration/Continuous Delivery (CI/CD) pipelines and Infrastructure as Code (IaC) in streamlining software development processes. Employing tools like Jenkins and Terraform, the research aims to demonstrate how automation can significantly enhance operational efficiency, scalability, and security in cloud deployments. Through a detailed examination of CI/CD components and their integration with IaC, this paper identifies key findings, including the reduction of manual errors, imp

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Neelapu, Mohnish. "Comparative Study of Testing Tools: Selenium vs. Appium for Web and Mobile Applications." International Scientific Journal of Engineering and Management 04, no. 04 (2025): 1–6. https://doi.org/10.55041/isjem01401.

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Software testing stands as an essential requirement to verify application reliability together with maintaining performance while guaranteeing security. Automation testing has become critical because of rising web and mobile application complexity so developers require it for performance and scalability. Web application testing depends on Selenium alongside Appium which serves as the framework for mobile application testing. Selenium operates web browsers to conduct functional and regression tests while Appium enables testing of mobile applications across Android and iOS systems. The research

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Ameta, Upasana, and Ruchi Vyas. "Application Deployment Automation by Streamlining CI/CD Pipelines." Asian Journal of Engineering and Applied Technology 12, no. 1 (2023): 23–27. http://dx.doi.org/10.51983/ajeat-2023.12.1.3598.

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Conceptualize a scenario where the development, actions, quality affirmation, and information surveillance teams collaborate with the product owners to guarantee that the organisation achieves its goals for profitability, security, and cost-cutting. Together, they achieve world-class stability, reliability, availability, and security while conducting multiple number of code deployments each day. This enables the quick progress of planned work into creation. The testing of apps and InfoSec operations only take place at the conclusion of a project when it is too late to make any corrections. Dev

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Bollineni, Satyadeepak. "Enhancing Data Processing and Deployment Efficiency by Leveraging Code-Driven Automation for Cloud Infrastructure." International Scientific Journal of Engineering and Management 01, no. 04 (2022): 1–6. https://doi.org/10.55041/isjem00207.

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Cloud technologies quickly evolve and require efficient ways to process and deploy data for high operational performance and low cost. This study looks at code-driven automation applied to cloud infrastructure, with a focus on Terraform, Jenkins, and Kubernetes. Automating infrastructure provisioning and application deployments, these tools minimize human intervention and potential human error, thus optimizing operational effectiveness. The findings indicate that code-driven automation not only accelerates deployments but also provides scalability and dependability among many cloud environment

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Prathyusha, Kosuru. "Continuous Integration and Continuous Deployment (CI/CD) in Full-Stack Development." European Journal of Advances in Engineering and Technology 8, no. 10 (2021): 104–8. https://doi.org/10.5281/zenodo.13919327.

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CI/CD is one of the fundamental processes in the modern full-stack development that enables teams to build and release robust applications much faster, with minimal errors. CI/CD pipelines involve the automation of build, test, and deploy processes; it minimizes human intervention in the deployment process, leading to the improvement of efficiency. This paper aims at covering topics such as understanding CI/CD, the tools that can be used to implement it, common use cases/considerations and ways that demonstrate its usage (El Khalyly et al., 2020).  

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Babenko, Viktoriia, Valentyna Tkachenko, and Iryna Klymenko. "CI/CD integration tools for automated code deployment and verification for training purposes." Information, Computing and Intelligent systems, no. 5 (December 26, 2024): 172–85. https://doi.org/10.20535/2786-8729.5.2024.318795.

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The article is devoted to the study and application of modern tools for Continuous Integration and Continuous Deployment (CI/CD) in the educational field. Automating the processes of software deployment and testing is a relevant task for both improving the educational process and developing DevOps skills among students. Significant attention is given to studying the core principles of CI/CD, including automated testing, code quality monitoring, and integration with source code repositories. Popular CI/CD platforms such as Jenkins, GitLab CI/CD, and GitHub Actions are utilized to automate the e

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Walia, Anuradha, and Abhishek Kartik Nandyala. "Building Resilient CI/CD Pipelines: Tools and Techniques for Enhanced Automation." International Journal of Science and Research (IJSR) 14, no. 2 (2025): 1020–26. https://doi.org/10.21275/sr241230210341.

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Praveen, Kumar Koppanati. "Automating API Testing for Java Applications with GitLab CI/CD." European Journal of Advances in Engineering and Technology 7, no. 6 (2020): 91–95. https://doi.org/10.5281/zenodo.14045033.

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Automation has steadily become a critical aspect of software development in recent years. Continuous integration and deployment are vital components in making software development workflows more manageable. One of the most popular CI/CD tools that has proven to be versatile and integrable with every programming language and platform available is GitLab. The most crucial benefit of automating Application Programming Interface in Java applications is the ability to generate quicker feedback, improve code quality and escape manual testing. This paper addresses the approaches and best practices wh

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Khattar, Kriti. "Docker Like a Pro: Essential Practices for Secure and Scalable Containers." INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT 09, no. 02 (2025): 1–9. https://doi.org/10.55041/ijsrem41900.

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Adopting best practices in project development is crucial for ensuring security, efficiency, and sustainability. Key practices include minimizing security risks by limiting access permissions, optimizing container images for faster deployments, and automating processes to reduce manual intervention. Additionally, effective configuration management, container health checks, and seamless integration of security tools within CI/CD pipelines help maintain system reliability and code quality. By leveraging cross-account access, choosing secure base images, and automating container restarts, project

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Molleti, Ramasankar. "DEPLOYING EFFICIENT STRATEGIES TO ACHIEVE SEAMLESS CLOUD MIGRATIONS THROUGH ADVANCED DEPLOYMENT AUTOMATIONS." INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT 09, no. 01 (2025): 1–6. https://doi.org/10.55041/ijsrem11733.

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This paper focuses on how it is possible to bring advanced automation to cloud migrations so as to produce maximal cohesion. It starts with a literature review of cloud migration and focuses on the various automation objectives that simplify security, performance, and operational issues that arise during migration. The study can be divided into how organizations have classified cloud migration strategies and covers trends that include DevOps and serverless architectures. The strategies described in the post range from pre- migration planning, to an extensive guide to automated testing, as well

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Mursa, Bogdan-Eduard-Mădălin, Mátyás Kuti-Kreszács, Cristiana Moroz-Dubenco, and Florentin Bota. "Facilitating Model Training With Automated Techniques." Studia Universitatis Babeș-Bolyai Informatica 68, no. 2 (2023): 53–68. http://dx.doi.org/10.24193/subbi.2023.2.04.

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Automating artificial intelligence (AI) model training has emerged as a significant challenge in the field of automation. The complete pipeline from raw data to model deployment poses the need to define robust processes that ensure the efficiency of the services that expose the models. This paper introduces a generic architecture for automating data preparation, training of models, selection of models, and deployment of models as web services for third-party consumption using Microsoft Azure Machine Learning’s (AzureML) CI/CD tools. We conducted a practical experiment utilizing AzureML pipelin

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Neelapu, Mohnish. "Enhancing Quality Assurance Efficiency through CI/CD Integration: A Case Study on Automated Testing and Deployment." International Scientific Journal of Engineering and Management 03, no. 06 (2024): 1–8. https://doi.org/10.55041/isjem02016.

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Continuous Integration and Continuous Deployment (CI/CD) have transformed software quality assurance (QA) radically by test automation and reducing release cycles. This research measures the effect of CI/CD integration into current QA processes in a real-world software development context based on a case study. The study presents comparisons on main metrics like rate of deployment, rate of detected defects, mean time to restore (MTTR), and ratio of automating efficiently with comparison to legacy QA vs. CI/CD-based processes. Qualitative data from interviews, survey data, log data, and CI/CD p

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Shanmukhi, Bhaskara Sahithi. "Implementing and Using CI/CD: Addressing Key Challenges Faced by Software Developers." INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT 08, no. 008 (2024): 1–3. http://dx.doi.org/10.55041/ijsrem37128.

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Software development teams that want to increase the calibre, dependability, and velocity of their software releases must implement continuous integration and delivery (CI/CD) techniques. Developers must now overcome several obstacles as a result of this shift, including the necessity to automate testing and deployment procedures, uphold strict version control, and promote cooperation between the development, testing, and operations teams. This article looks at the main obstacles that developers face when implementing and using CI/CD, and it does so by analysing case studies and current indust

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Rapolu, Upesh Kumar. "Leveraging Azure DevOps for Streamlined CI/CD Processes in Application Development." INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT 09, no. 02 (2025): 1–7. https://doi.org/10.55041/ijsrem12417.

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Continuous Deployment (CD) and Continuous Integration (CI) are essential in today's rapid software development environment for providing high-quality software quickly. Azure DevOps, a comprehensive suite of tools by Microsoft, significantly enhances CI/CD processes. This paper examines how Azure DevOps optimizes efficiency in software development teams through automation, collaboration, and project management. It details the platform's core services, such as Azure Pipelines, Azure Repos, Azure Test Plans, Azure Artifacts, and Azure Boards, highlighting their impact on streamlining workflows. B

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Pashikanti, Santosh. "Infrastructure as Code: Revolutionizing Cloud Management with Automation Orchestration." International Scientific Journal of Engineering and Management 04, no. 01 (2025): 1–6. https://doi.org/10.55041/isjem01092.

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This white paper presents a detailed analysis of Infrastructure as Code (IaC) principles and practices, focusing on how they revolutionize cloud management through automation orchestration. As enterprises migrate more services to the cloud, the need for consistent, efficient, and scalable deployment practices becomes increasingly important. IaC addresses these needs by automating the provisioning, configuration, and management of infrastructure using machine-readable definitions rather than manual processes. This paper provides an in-depth examination of IaC’s technical architecture, methodolo

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Vivek, Jain. "Continuous Testing in CI/CD Pipelines." INTERNATIONAL JOURNAL OF INNOVATIVE RESEARCH AND CREATIVE TECHNOLOGY 9, no. 1 (2023): 1–7. https://doi.org/10.5281/zenodo.14883221.

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The rapid evolution of software development methodologies has placed increasing emphasis on the need for efficiency, reliability, and speed in delivering high-quality applications. Continuous Integration and Continuous Deployment (CI/CD) have become fundamental in modern DevOps practices, enabling seamless and frequent software releases. At the heart of this automation-driven approach lies Continuous Testing (CT), a critical process that ensures software quality by verifying each code change before deployment. Unlike traditional testing methods that occur later in the development lifecycle, Co

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Narendar, Kumar Ale. "Integrating Performance Testing into CI/CD Pipelines for Test Automation." Journal of Scientific and Engineering Research 7, no. 6 (2020): 272–78. https://doi.org/10.5281/zenodo.12754783.

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Integrating performance testing into Continuous Integration and Continuous Deployment (CI/CD) pipelines is essential for ensuring the scalability, reliability, and responsiveness of modern software applications. This paper explores the strategies, tools, and best practices for embedding performance testing into CI/CD workflows, emphasizing the benefits and challenges of this integration within the context of test automation. By incorporating performance tests early and continuously in the development lifecycle, organizations can detect performance issues promptly and deliver high-quality softw

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Kumar, Amit, Tanishq Agarwal, and Ayushi Dwivedi. "Automating API Performance Testing with CI/CD Pipelines." Journal of Computer Science Engineering and Software Testing 10, no. 3 (2024): 43–52. http://dx.doi.org/10.46610/jocses.2024.v10i03.004.

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As software systems become more complex, APIs are critical in connecting services and applications. Ensuring that APIs perform well, especially under heavy traffic, is essential to maintaining a reliable user experience. This paper focuses on automating API performance testing within Continuous Integration and Continuous Deployment (CI/CD) pipelines. Automation helps run these tests regularly without slowing down the development process. The research examines teams' key challenges when setting up automated performance tests. These challenges include how to keep the testing fast and efficient,

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Srikanth, Prabhu Muthusamy, and Rama Krishna Inampudi. "Consent-Driven Continuous Delivery with Open Policy Agent and Spinnaker." Journal of Knowledge Learning and Science Technology ISSN: 2959-6386 (online) 4, no. 2 (2025): 102–12. https://doi.org/10.60087/jklst.v4.n2.009.

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Continuous Delivery (CD) pipelines require robust governance to balance automation with compliance, security, and auditability. Traditional manual approval processes introduce bottlenecks, while static policy enforcement lacks flexibility. This research introduces a consent-driven CD framework integrating Open Policy Agent (OPA)—a declarative policy engine—with Spinnaker, a leading open-source CD platform. The framework leverages OPA's dynamic policy-as-code capabilities to automate deployment consents based on contextual rules (e.g., security scans, environment risks, or regulatory requiremen

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Kilaru, Akash. "AI - Driven Automation in CI/CD: The Next Step in DevOps Evolution." International Journal of Science and Research (IJSR) 11, no. 12 (2022): 1422–23. https://doi.org/10.21275/sr22128120600.

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Dey, Arnab. "Automation for CI/CD Pipeline for Code Delivery with Multiple Technologies." Journal of Mathematical & Computer Applications 1, no. 3 (2022): 1–3. http://dx.doi.org/10.47363/jmca/2022(1)138.

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In contemporary software development, the use of diverse technologies is prevalent, introducing challenges in managing Continuous Integration and Continuous Delivery (CI/CD) pipelines. This white paper investigates the complexities associated with deploying code written in multiple technologies within a unified CI/CD pipeline. It proposes a comprehensive solution for effective automation to enhance agility, efficiency, and reliability in software delivery.

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Sinde, Sai Priya, Bhavika Thakkalapally, Meghamala Ramidi, and Sowmya Veeramalla. "Continuous Integration and Deployment Automation in AWS Cloud Infrastructure." International Journal for Research in Applied Science and Engineering Technology 10, no. 6 (2022): 1305–9. http://dx.doi.org/10.22214/ijraset.2022.44106.

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Abstract-The primary objective of this project is to figure out how an application is automatically deployed. To automate the deployment, we'll require a container orchestration platform. Kubernetes is now a widely used container orchestration tool. Users can deploy, scale, and manage containerized applications thanks to Kubernetes' robustness. Continuous Integration and Continuous Delivery (CI/CD) of a project is required in modern development, and the focus is on developing and executing tests on every commit to ensure your test environment is constantly up-to-date. From the integration and

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Sumit, Lad. "ENHANCING CI/CD PIPELINES WITH AI: ADVANCED TEST AUTOMATION, MONITORING AND ALERTS." INTERNATIONAL JOURNAL OF PROGRESSIVE RESEARCH IN ENGINEERING MANAGEMENT AND SCIENCE (IJPREMS) 04, no. 09 (2024): 453–56. https://doi.org/10.5281/zenodo.13846422.

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This paper explores the role of AI to enhance the software development life-cycle particularly as it relates to ContinuousIntegration (CI) and Continuous Delivery (CD).This paper explores how AI can be used to enhance the use of test automation, monitoring and alarms to ensure highlyreliable CI/CD pipelines and software development. It explores how AI can add value to ensure more reliable andproactive response to failed tests, performance issues, and critical failures in software systems. The paper dives intocurrent methodologies, best practices and challenges and how to implement AI-driven mo

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Ishwar, Bansal. "Automating Scalable and Secure Enterprise Applications with Full-Stack Java: CI/CD Integration with Canary Testing." Applied Science and Engineering Journal for Advanced Research 4, no. 3 (2025): 26–31. https://doi.org/10.5281/zenodo.15590008.

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Focusing on the integration of Continuous Integration and Continuous Deployment (CI/CD) pipelines with canary testing techniques, this paper investigated the automation of scalable and secure enterprise systems created with full-stack Java. The study looked at changes in deployment frequency, system performance, dependability, and security posture by means of a thorough DevOps architecture. Apart from a notable drop in security vulnerabilities, the results showed notable improvements in deployment efficiency, less downtime, and quicker recovery times. By allowing incremental rollouts and early

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Reagan Panguraj, Antony Ronald. "End-to-End Automation of Software Development Lifecycle (SDLC) Tools and Processes." International Journal of Multidisciplinary Research and Growth Evaluation. 2, no. 6 (2021): 438–41. https://doi.org/10.54660/.ijmrge.2021.2.6.438-441.

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The end-to-end automation approach for the Software Development Lifecycle (SDLC) now represents a fundamental solution to enhance development speed and minimize mistakes while improving productivity. Modern software development needs complete integration between stages for successful planning design development testing deployment and maintenance processes. The use of traditional manual approaches leads to delayed release schedules together with elevated mistake frequencies and elevated expenses. Software automation fights these development issues through simplified software development lifecyc

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Medvedev, Denis, and Konstantin Aksyonov. "The Development of a Simulation Model for Assessing the CI/CD Pipeline Quality in the Development of Information Systems Based on a Multi-Agent Approach." MATEC Web of Conferences 346 (2021): 03095. http://dx.doi.org/10.1051/matecconf/202134603095.

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The need for the development of fast and efficient software requires the automation during the build, test and release stages. Thus, a methodology of the continuous integration and continuous delivery (CI/CD) emerges which using a continuous integration server which makes easier automatical build, test, and package of the new feature settings. Poor understanding and execution of CI/CD operations can slow down and even stop the pace of a software project. Many bottlenecks in the CI/CD pipeline can arise from misconfiguration, in other words, an inadequate level of automation, inappropriate agen

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Emmanuel Akpe, Oyinomomo-emi, Denis Kisina, Oluwasanmi Segun Adanigbo, Abel Chukwuemeke Uzoka, and Nneka Adaobi Ochuba. "A Conceptual Framework for Building Cost-Conscious CI/CD Workflows in Agile Software Teams 2583-6641." International Journal of Management and Organizational Research 2, no. 2 (2023): 135–42. https://doi.org/10.54660/ijmor.2023.2.2.135-142.

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This paper presents a conceptual framework for building cost-conscious Continuous Integration/Continuous Deployment (CI/CD) workflows within Agile software teams. With the rapid adoption of Agile methodologies and the increasing reliance on CI/CD pipelines, managing the cost of software delivery has become a critical challenge. The proposed framework addresses the growing need for cost optimization by focusing on the integration of automation, resource management, and the selection of appropriate tools, while maintaining high performance and quality in software development. Key components of t

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Nagaraju Thallapally. "Implementing continuous integration and continuous deployment (CI/CD) pipelines." International Journal of Science and Research Archive 3, no. 2 (2021): 248–53. https://doi.org/10.30574/ijsra.2021.3.2.0073.

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Continuous Integration (CI) and Continuous Deployment (CD) are fundamentals of today’s software development to deliver quality code, deliver faster, and reduce the cost of deployment. Automation of integration and deployment helps teams find the faults before they are found and eliminate manual effort during the development lifecycle with CI/CD pipelines. This article talks about the main parts of CI/CD pipelines, their benefits, best practices, and the tools available to help them. We also cover common organizational barriers to CI/CD implementation and give you solutions for how to overcome

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Premkumar, Ganesan. "DevOps Automation for Cloud Native Distributed Applications." Journal of Scientific and Engineering Research 7, no. 2 (2020): 342–47. https://doi.org/10.5281/zenodo.13753321.

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The increasing adoption of cloud-native distributed applications has made it essential to integrate advanced DevOps practices to optimize deployment processes, improve scalability, and ensure reliability. This paper examines key aspects of DevOps automation in cloud-native distributed environments, detailing the use of various tools such as Bitbucket for version control, Jenkins for continuous integration and delivery, SonarQube for code quality analysis, Ansible for configuration management and application deployment, Selenium for automated testing, Splunk for real-time monitoring and logging

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Dachepally, Raju. "Continuous Integration and Continuous Delivery (CI/CD) Pipelines: Best Practices for Modern Enterprises." INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT 05, no. 10 (2021): 1–8. https://doi.org/10.55041/ijsrem10912.

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Continuous Integration (CI) and Continuous Delivery (CD) pipelines have become indispensable for modern enterprises aiming to achieve agile and scalable software development. This paper explores best practices for designing and implementing robust CI/CD pipelines, focusing on efficiency, security, and scalability. Key strategies include automated testing, pipeline as code, and integrating security measures. The paper features diagrams, flowcharts, and pseudocode to provide actionable insights. Future trends and challenges in CI/CD adoption are also discussed. Keywords CI/CD Pipelines, Automati

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Lalit, Mishra, and Nayak Saroj. "Advanced test automation techniques for DevOps: Bridging the gap between test-driven development and continuous deployment in agile environments." World Journal of Advanced Research and Reviews 23, no. 3 (2024): 855–67. https://doi.org/10.5281/zenodo.14931894.

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As software development continues to change, it becomes more important to incorporate modern test automation approaches in DevOps to support efficient deployment. This work investigates TDD and CD in Agile to critically appraise advanced automation technologies and practices to fill existing deficits. This research demonstrates that the brighter Test Automation Framework approaches could improve code quality and deployment time, along with the culture of embracing best practices. The results can help practitioners who want to make their DevOps practices even more efficient and focused on quick

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Reddy Boda, Vishnu Vardhan. "CI/CD in FinTech: How Automation is Changing the Game." JOURNAL OF RECENT TRENDS IN COMPUTER SCIENCE AND ENGINEERING 7, no. 1 (2019): 23–35. https://doi.org/10.70589/jrtcse.2019.1.3.

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Sarathe Krisshnan Jutoo Vijayaraghavan. "Autonomous CI/CD Pipelines: The Future of Software Development Automation." Global Journal of Engineering and Technology Advances 23, no. 1 (2025): 363–69. https://doi.org/10.30574/gjeta.2025.23.1.0126.

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Autonomous CI/CD pipelines represent a transformative advancement in software delivery, leveraging artificial intelligence and machine learning to create self-sufficient deployment infrastructures. These next-generation pipelines minimize manual intervention through intelligent components that analyze historical data, predict failures, optimize resource allocation, and automatically remediate issues. The integration of these capabilities delivers substantial improvements across key performance metrics, including deployment frequency, lead time for changes, and system reliability. Organizations

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Vaidyanathan, Avinash Swaminathan, Ajay Krishna Ramamurthy, and Manoj Shankar Murugesan. "Revolutionizing POS Terminal Testing with Python and CI/CD Automation." International Journal of Computer Trends and Technology 73, no. 4 (2025): 1–4. https://doi.org/10.14445/22312803/ijctt-v73i4p101.

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Chandrika, Asha Rani Rajendran Nair. "Elevating Salesforce Testing Efficiency with Copado Robotic Testing." International Scientific Journal of Engineering and Management 03, no. 12 (2024): 1–8. https://doi.org/10.55041/isjem02123.

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Salesforce testing has undergone a significant transformation, driven by the platform's rapid innovation, frequent updates, and growing implementation complexity. Traditional manual testing methods have struggled to keep pace with Salesforce’s dynamic environment, often resulting in time-intensive processes, limited coverage, inconsistent outcomes, and increased risk of human error. The need for accelerated release cycles without compromising quality has led organizations to adopt automation, enabling comprehensive regression testing and early defect detection within tighter timelines. Copado

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Souratn Jain. "Integrating Artificial Intelligence with DevOps: Enhancing continuous delivery, automation, and predictive analytics for high-performance software engineering." World Journal of Advanced Research and Reviews 17, no. 3 (2023): 1025–43. https://doi.org/10.30574/wjarr.2023.17.3.0087.

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AI-DevOps has become a major innovation in managing the increasing levels of software engineering complexity. This study aims to reveal how AI shall be integrated into major DevOps patterns and the CD, automation, and predictive analysis processes to improve performance in software engineering. When deploying AI and machine learning, NLP, and predictive modeling in CI/CD, organizations gain an opportunity to enhance the CI/CD pipeline, facilitate the automation of monotonous tasks, and address possible deviations. The paper also explores the barriers to AI adoption in the DevOps environment fr

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