Emerging trends and future directions in software reliability growth modeling

V Pradhan, A Kumar, J Dhar - Engineering reliability and risk assessment, 2023 - Elsevier
The current era becomes the technological era due to huge dependency on a wide range of
complex equipment and machinery. Due to the massive dependence on software systems …

Software reliability growth model with dependent failures and uncertain operating environments

DH Lee, IH Chang, H Pham - Applied Sciences, 2022 - mdpi.com
Software is used in various industries, and its reliability has become an extremely important
issue. For example, in the medical industry, software is used to provide medical services to …

Testing coverage‐based software reliability growth model considering uncertainty of operating environment

V Pradhan, J Dhar, A Kumar - Systems Engineering, 2023 - Wiley Online Library
Software reliability is one of the standard critical inherent characteristics of software systems.
The testing coverage function (TCF) is a significant parameter for identifying the …

Parameter estimation of an SRGM using teaching learning based optimization

R Dhaka, B Pachauri, A Jain - International Journal of Information …, 2023 - Springer
A testing-effort function is an important factor for software reliability enhancement. It
describes the distribution of an effort and its effectiveness throughout the exposure. Some …

PERMMA: Enhancing parameter estimation of software reliability growth models: A comparative analysis of metaheuristic optimization algorithms

V Pradhan, A Patra, A Jain, G Jain, A Kumar, J Dhar… - PloS one, 2024 - journals.plos.org
Software reliability growth models (SRGMs) are universally admitted and employed for
reliability assessment. The process of software reliability analysis is separated into two …

Recursive approach for multiple step-ahead software fault prediction through long short-term memory (LSTM)

M Rashedul Islam, M Begum… - Journal of Discrete …, 2022 - Taylor & Francis
The advancement of technologies demands a sustainable solution. To ensure the software
system's sustainability, diminishing the software faults before the implementation requires …

A software reliability growth model for open-source software using sine cosine algorithm

R Dhaka, B Pachauri, A Jain - International Journal of Information …, 2024 - Springer
Software reliability models are used to predict the trustworthiness of software systems over
time, based on the feedback obtained from testing efforts. From existing literature, a few …

Planning Software Release and Testing Stop Time under Budgetary and Reliability Constraints

V Singh, V Kumar, VB Singh - 2024 11th International …, 2024 - ieeexplore.ieee.org
To thrive in the competitive market, organizations are opting to release their products early,
followed by an ongoing testing process to eliminate any remaining bugs through the delivery …

[HTML][HTML] 基于高斯过程回归的软件可靠性模型

熊天骏, 杨剑锋, 王震 - Operations Research and Fuzziology, 2023 - hanspub.org
传统软件可靠性模型通常过于依赖假设条件, 难以适应复杂的实际情况. 为此,
本文提出了一种基于高斯过程回归(Gaussian Process Regression, GPR) 的软件可靠性非参数 …

[PDF][PDF] Word sense disambiguation: Mathematical modelling of adaptive word embedding technique for word vector

CD Kokane, SD Babar, PN Mahalle, SP Patil - … .s3.ap-south-1.amazonaws.com
Word embedding is the method of representing ambiguous words into word vectors. The
existing methods of word embedding are applicable for homonymous words. Constructing …