DevOps 2.0: Embracing AI/ML, Cloud-Native Development, and a Culture of Continuous Transformation
연구 분야: Software Development
학회: 2024 4th International Conference on Pervasive Computing and Social Networking (ICPCSN)
초록
This research study investigates the emerging domain of DevOps, assessing its capacity to fundamentally transform the processes of software development and delivery. A notable advancement in the field of DevOps is the amalgamation of AI/ML and artificial intelligence. These technologies possess significant potential to revolutionize the DevOps domain through the automation of tedious duties, including provisioning infrastructure, managing configurations, and identifying anomalies. This study highlights the increasing need for streamlined solutions. By harnessing the capabilities of AI and ML-driven tools, DevOps teams will have the ability to streamline their processes, enabling them to allocate resources to more strategic approaches such as nurturing innovation, addressing complex challenges, and making decisions based on data. This study will investigate the precise methods by which AI/ML can enhance DevOps practices, resulting in a software development environment that is more secure, efficient, and agile.
📄 논문 정보
| 발행 연도 | 2024년 |
|---|---|
| 인용수 | 1 |
| 출판 국가 | India |
| 사이트 | IEEE |
| 좋아요 수 | 0 |