Software Reliability Growth Models for the Safety Critical Software with Imperfect Debugging
Journal Title: International Journal on Computer Science and Engineering - Year 2011, Vol 3, Issue 8
Abstract
In this paper, we will investigate how to perform he log-logistic testing-effort function (TEF) into different software reliability growth models based on non-homogeneous Poisson process (NHPP). The models parameters are estimated by least square estimation (LSE) and maximum likelihood estimation (MLE) methods. The methods of data analysis and comparison criteria are presented and the experimental results from actual data applications are analyzed. Results are compared with the other existing models to show that the proposed models can give fairly better predictions. It is shown that the log-logistic TEF is suitable for incorporating into inflection S-shaped NHPP growth models. In addition, the proposed models are also discussed under imperfect debugging environment.
Authors and Affiliations
O. Naga Raju
Keywords
Related Articles
- EP ID EP85785
- DOI -
- Views 140
- Downloads 0
Fractals Based Clustering for CBIR
Fractal based CBIR is based on the self similarity fundamentals of fractals. Mathematical and natural fractals are the shapes whose roughness and fragmentation neither tend to vanish, nor fluctuate, but remain essentiall...
A Simple Procedure for Extracting Quadratics from a Given Algebraic Polynomial
Any linear time-invariant continuous or discrete system can be represented either in the terms of characteristic algebraic polynomial or in the form of open-loop transfer function. The open-loop transfer function will co...
Workload-aware VM Scheduling on Multicore Systems
In virtualized environments, performance interference between virtual machines (VMs) is a key challenge. In order to mitigate resource contention, an efficient VM scheduling is positively necessary. In this paper, we pro...
MAULIK: An Effective Stemmer for Hindi Language
In this paper, a new stemmer has been proposed named as “Maulik” for Hindi Language. This stemmer is purely based on Devanagari script and it uses the Hybrid approach (combination of brute force and suffix removal approa...
Probability Measure of Navigation pattern predition using Poisson Distribution Analysis
The World Wide Web has become one of the most important media to store, share and distribute information. The rapid expansion of the web has provided a great opportunity to study user and system behavior by exploring web...