Develop Solutions To Detect And Mitigate Data Quality Issues In ML Models.

Abstract

When employed with DevOps processes, Quantum computing may transform CI / CD pipelines by providing better methods for computation. In this paper, the author investigates the potential of quantum computing to optimize CI/CD solutions regarding function performance, security measures, and resource utilization in software development settings. Simulation reports are then given to explain the outcome of different cases using real-time information on the increased speed and resource management performance. The research shows that quantum algorithms improve the efficiency of pipeline automation and testing methods, decreasing the time it takes to deploy and limiting mistakes. Drawbacks of adopting quantum computing in DevOps, including resource management and optimizing algorithms, are presented with ways to overcome some problems. This study offers insights into the future of the CI/CD pipeline, making it possible for organizations to develop effective software delivery systems.

Published Date: 28 April 2021