The article discusses different methods to predict software reliability in complex systems. These methods include path testing, Support Vector Machine models, and analyzing correlated component failures. By using these techniques, researchers aim to improve software reliability prediction by considering all stages of the software life cycle. This study helps in finding new ways to enhance software reliability techniques.