An Effort Allocation Model for a Three Stage Software Reliability Growth Model

Pradhan, Sujit Kumar; Kumar, Anil; Kumar, Vijay

doi:10.1007/978-3-031-05347-4_17

Search citation statements

Order By: Relevance

Paper Sections

Select...

Introduction1

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2023

Publication Types

Select...

Article2

Other1

Relationship

Self Cite0

Independent3

Authors

Journals

Cited by 3 publications

(1 citation statement)

References 31 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Some researchers have studied SRGM by considering a constant fault detection rate [1] or by the learning phenomenon [7]. During the testing and debugging process, various research papers have discussed resource allocation [8][9][10][11][12], testing effort [13,14], etc.…”

Section: Introductionmentioning

confidence: 99%

A Testing Coverage Based SRGM Subject to the Uncertainty of the Operating Environment

Pradhan

Kumar

2023

Iocma 2023

View full text Add to dashboard Cite

show abstract

Section: Introductionmentioning

confidence: 99%

A Testing Coverage Based SRGM Subject to the Uncertainty of the Operating Environment

Pradhan

Kumar

2023

Iocma 2023

View full text Add to dashboard Cite

show abstract

A software reliability model incorporating fault removal efficiency and it’s release policy

Samal,

Kumar

2023

Comput Stat

View full text Add to dashboard Cite

An optimal software enhancement and customer growth model: a control-theoretic approach

Pradhan

Kumar

2023

IJQRM

View full text Add to dashboard Cite

PurposeRecently, the popularity of software has grown significantly in the market. Enhancement of software is needed to decrease the burden of getting high-quality and reliable software. To achieve this, the software is upgraded by adding new features to the previous version. Therefore, adding new features in the last version to be consistent with the earlier version is challenging. This paper aims to discuss the optimal software enhancement and customer growth model.Design/methodology/approachThis paper discusses a model when new features are added to the software, and the customers' adoption of the software is presented as a customer growth model. An optimal control problem is introduced to maximize the profit obtained from the software system over the system's lifetime period. Total gain is calculated by the value generated from selling the software over the total expenditure during the software development process. The closed-form solution and some theoretical results are presented using the optimal control-theoretic approach. The theoretical results are supported by a numerical example.FindingsThis paper gives several substantive insights during sensitivity analysis and provides essential results. The results discussed here are compatible with the actual scenario and useful in software enhancement.Originality/valueThe authors have proposed a new feature growth and customer growth model to maximize the total profit using optimal control theory.

show abstract

An Effort Allocation Model for a Three Stage Software Reliability Growth Model

Cited by 3 publications

References 31 publications

A Testing Coverage Based SRGM Subject to the Uncertainty of the Operating Environment

A Testing Coverage Based SRGM Subject to the Uncertainty of the Operating Environment

A software reliability model incorporating fault removal efficiency and it’s release policy

An optimal software enhancement and customer growth model: a control-theoretic approach

Contact Info

Product

Resources

About