Effectiveness of Automated Testing in Container Orchestration
Abhishek Nimdia , Senior QA Automation Engineer, Uline Inc. Waukegan, USAAbstract
This study examines the efficiency of automated testing in container orchestration using Kubernetes as an example. Modern IT environments require rapid, reliable, and scalable application deployment, made possible by advancements in containerization technologies and CI/CD automation. The research is based on an analysis of existing studies. The paper explores the theoretical foundations of container orchestration, including Kubernetes architecture, and the principles of automated testing, encompassing unit, integration, performance, and security testing. Practical aspects of integrating testing into CI/CD processes are presented, with a focus on rolling updates, blue-green, and canary deployments, which help minimize the risk of deploying defective code and reduce downtime. The study also discusses future developments in the field, emphasizing AI/ML integration for failure prediction, improved multi-cluster management, and enhanced security measures. The findings demonstrate that implementing automated testing improves the reliability and efficiency of container orchestration, playing a crucial role in optimizing modern IT infrastructures. The information provided in this study will be of interest to researchers in DevOps, automated testing, and container orchestration, as it contributes to a deeper theoretical understanding and practical optimization of quality assurance processes in distributed systems amid ongoing digital transformation.
Keywords
automated testing, containerization, container orchestration, Kubernetes, CI/CD
References
Anumandla S. K. R. Automating Container Orchestration: Innovations and Challenges in Kubernetes Implementation //Robotics Xplore: USA Tech Digest. – 2024. – Vol. 1 (1). – pp. 29-43.
Mullangi K. et al. Accelerated Testing
Methods for Ensuring Secure and Efficient Payment Processing Systems //ABC Research Alert. – 2018. – Vol. 6 (3). – pp. 202-213.
Spjuth O. et al. Approaches for containerized scientific workflows in cloud environments with applications in life science //F1000Research. – 2021. – Vol. 10 (513). – pp. 513.
Mullangi K.. Transforming Business Operations: The Role of Information Systems in Enterprise Architecture // Digitalization & Sustainability. - 2022 – Vol. 2(1). – pp. 15-29.
Mullangi K. Innovations in payment processing: Integrating accelerated testing for enhanced security //American Digits: Journal of Computing and Digital Technologies. – 2023. – Vol. 1 (1). – pp. 18-32.
Patel B. Enhancing PCB Reliability through Cutting-edge Circuit Simulator Applications. American Digits: Journal of Computing and Digital Technologies. – 2023. – Vol.1(1). – pp. 49-61.
Yarlagadda V. K. et al. Unlocking business insights with XBRL: Leveraging digital tools for financial transparency and efficiency //Asian Account. Audit. Adv. – 2020. – Vol. 11 (1). – pp. 101-116.
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