A review on machine learning techniques to predict the reliability in software products

A Balaram, S Vasundra - Proceedings of the 2nd International Conference …, 2022 - Springer
The software quality is identified by the use of a tool, which is defined as Software Reliability
(SR). In many applications such as nuclear power plants, home applications, space …

Evaluation of reliability in component-based system using architecture topology

F Bistouni, M Jahanshahi - Journal of the Institute of Electronics and …, 2020 - iecscience.org
In the component-based software, as its name indicates, the overall system performance is a
reflection of the performance of its components. The correct analysis of reliability, which is …

Comprehensive evaluation of software system reliability based on component-based generalized GO models

Y Wang, H Liu, H Yuan, Z Zhang - PeerJ Computer Science, 2023 - peerj.com
The component-based software system has a core that is based on architecture design.
Predicting the reliability growth trends of a software system in the early stages of the …

[HTML][HTML] An adaptive neuro fuzzy model for estimating the reliability of component-based software systems

K Tyagi, A Sharma - applied Computing and informatics, 2014 - Elsevier
Although many algorithms and techniques have been developed for estimating the reliability
of component-based software systems (CBSSs), much more research is needed. Accurate …

Ranking of components for reliability estimation of CBSS: an application of entropy weight fuzzy comprehensive evaluation model

ZA Siddiqui, M Haroon - … Journal of System Assurance Engineering and …, 2024 - Springer
The methodology of component-based software development, or CBSD, depends heavily on
the reliability of its components. The reliability assessment of software components is …

Improved Path Testing Using Multi-Verse Optimization Algorithm and the Integration of Test Path Distance.

HN Fakhouri, AKA Hwaitat, M Ryalat… - … of Interactive Mobile …, 2023 - search.ebscohost.com
Emerging technologies in artificial intelligence (AI) and advanced optimization
methodologies have opened up a new frontier in the field of software engineering. Among …

On Estimating the Feasible Solution Space of Multi-objective Testing Resource Allocation

G Zhang, L Li, Z Su, F Yue, Y Chen, M Li… - ACM Transactions on …, 2024 - dl.acm.org
The multi-objective testing resource allocation problem (MOTRAP) is concerned on how to
reasonably plan the testing time of software testers to save the cost and improve the …

Analysis of a fault-tolerant framework for reliability prediction of service-oriented architecture systems

MC Chiang, CY Huang, CY Wu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Service-oriented architecture (SOA) has become an increasingly popular choice for building
software application in the last years. An SOA system is an elastic structure that utilizes …

[KNIHA][B] Component-based software engineering: Methods and metrics

UK Tiwari, S Kumar - 2020 - taylorfrancis.com
This book focuses on a specialized branch of the vast domain of software engineering:
component-based software engineering (CBSE). Component-Based Software Engineering …

Reliability of component based systems: a critical survey

K Tyagi, A Sharma - ACM SIGSOFT Software Engineering Notes, 2011 - dl.acm.org
Software reliability is defined as the probability of the failure free operation of a software
system for a specified period of time in a specified environment. Day by day software …