Evaluating Software Quality Metrics for Enhanced Software Management and Engineering

In software, competition in producing high-quality products has become a prominent factor for business success.In this regard, identifying and defining software quality metrics (SQM) to discover and continuously enhance current quality systems is very important.However, it is advisable to study and review current studies in this field, so that it is possible to analyze the current situation, and it also enables us to formulate expectations regarding future research areas.This research is concerned with studying and analyzing a large number of articles, focusing on the research literature published over the past decade.70 research papers, articles, and conference papers were selected and analyzed, published from 2009 to 2023.A detailed description of these researches and their titles SQM was conducted.We used graphics, explanations, and structure design to display the results.The outputs from this research indicate the underlying knowledge in this field and the measurement mechanism and include trends between 2009 and 2023 and the gaps that are supposed to be available for study and development in this field.The study and analysis of articles aim to review studies, direct future studies, and focus on system development.Future studies encourage the adoption of quality metrics.Quality metrics include several areas of development systems, including network performance, and the Cloud of Things, which directs the adoption of more accurate metrics and components reusability, artificial intelligence, model performance, and predictive capacity metrics.