Salp Swarm Optimizer for Modeling Software Reliability Prediction Problems

2021 ◽  
Author(s):  
Sofian Kassaymeh ◽  
Salwani Abdullah ◽  
Mohamad Al-Laham ◽  
Mohammed Alweshah ◽  
Mohammed Azmi Al-Betar ◽  
...  
Keyword(s):  
Software Reliability ◽  
Reliability Prediction ◽  
Software Reliability Prediction ◽  
Modeling Software ◽  
Prediction Problems

A hierarchical mixture model for software reliability prediction

2007 ◽  
Vol 185 (2) ◽  
pp. 1120-1130 ◽  
Author(s):  
Shaoming Li ◽  
Qian Yin ◽  
Ping Guo ◽  
Michael R. Lyu
Keyword(s):  
Mixture Model ◽  
Software Reliability ◽  
Reliability Prediction ◽  
Software Reliability Prediction

Application of Machine Learning Techniques for Software Reliability Prediction (SRP)

2017 ◽  
pp. 113-142
Author(s):  
Pradeep Kumar
Keyword(s):  
Software Engineering ◽  
Software Reliability ◽  
Machine Learning Techniques ◽  
Reliability Prediction ◽  
Engineering Research ◽  
Reliability Models ◽  
Software Products ◽  
Software Reliability Prediction ◽  
Software Release ◽  
Software Engineering Research

Software reliability is a statistical measure of how well software operates with respect to its requirements. There are two related software engineering research issues about reliability requirements. The first issue is achieving the necessary reliability, i.e., choosing and employing appropriate software engineering techniques in system design and implementation. The second issue is the assessment of reliability as a method of assurance that precedes system deployment. In past few years, various software reliability models have been introduced. These models have been developed in response to the need of software engineers, system engineers and managers to quantify the concept of software reliability. This chapter on software reliability prediction using ANNs addresses three main issues: (1) analyze, manage, and improve the reliability of software products; (2) satisfy the customer needs for competitive price, on time delivery, and reliable software product; (3) determine the software release instance that is, when the software is good enough to release to the customer.

On the Quality of Software Reliability Prediction

1983 ◽  
pp. 441-460 ◽  
Author(s):  
P. A. Keiller ◽  
B. Littlewood ◽  
D. R. Miller ◽  
A. Sofer
Keyword(s):  
Software Reliability ◽  
Reliability Prediction ◽  
Software Reliability Prediction
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