A Defect Dependency based Approach to Improve Software Quality in Integrated Software Products

Karre, Sai Anirudh; Reddy, Y. Raghu

doi:10.5220/0005368801100117

Cited by 3 publications

(3 citation statements)

References 9 publications

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“…-Defect Dependency: In case of large-scale open source software development, it is really significant to have a metric to understand the dependency of a bug on all the available modules of a product. Incorporating defect dependency metric [17] could address this issue. -Feature Tracker: Unlike a project management system, it is really important to have a feature tracker in bug tracking tool to study the health of the feature introduced or removed from the product.…”

Section: Survey Discussionmentioning

confidence: 99%

Does your Bug Tracking tool suit your needs? A Study on Open Source Bug Tracking tools

Karre¹,

Shukla²,

Reddy³

2017

Preprint

Self Cite

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Bug tracking tools are vital for managing bugs in any open source as well as proprietary commercial projects. Considering the significance of using an appropriate bug tracking tool, we assess the features offered by 31 open source bug tracking tools and their significance of usage in open source projects. We have categorized these tools into different classes based on their features. We have also conducted a developer survey by working with open source software practitioners to understand the effectiveness of these tools in their day-to-day software development. We also explored StackOverFlow -a developer Q&A forum to understand the developer experiences and challenges while using open source bug tracking tools. Our observations generated encouraging results that can used as a recommendation guide for open source software community to choose the best bug tracking tool based on their functional needs. Additionally, we have identified few features that are needed but not offered by most of these bug tracking tools.

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Section: Survey Discussionmentioning

confidence: 99%

Does your Bug Tracking tool suit your needs? A Study on Open Source Bug Tracking tools

Karre¹,

Shukla²,

Reddy³

2017

Preprint

Self Cite

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“…Karre and Reddy, in their seminal works [11] [12] [13], laid the groundwork for understanding defect dependencies in large-scale integrated software products. Their research, particularly the industrial case study conducted in 2015, underscored the profound impact of defect interdependencies on software quality.…”

Section: Related Workmentioning

confidence: 99%

“…The subsequent charts, labeled Figure (8) through Figure (12), are bar charts, with each chart dedicated to depicting a distinct metric pertinent to the association rules. In these charts, 'antecedents' denote the conditions or initiating events in the dataset.…”

Section: End Formentioning

confidence: 99%

Utilizing Association Rule Mining algorithms to Identify Dependencies between Software Defects

Eldesouky,

Raslan

2024

Preprint

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Focusing on identifying hidden patterns and dependencies between software defects that are difficult to detect using traditional analysis methods, this study employs Association Rule Mining (ARM) to analyze over 140,000 open-source GitHub issues. By leveraging ARM, we have been able to extract explicit association rules that illustrate the interrelations among various issue attributes such as labels and release versions. Our findings indicate strong, meaningful associations that equip developers and quality assurance teams with the information necessary to strategically prioritize issues. This prioritization significantly influences bug fixing and system enhancements. Offering a marked improvement over conventional analysis techniques, ARM provides a clearer and more precise understanding of defect dynamics, thereby enhancing the efficiency and effectiveness of software development practices.

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Heuristic Approaches to Improve Product Quality in Large Scale Integrated Software Products

Karre

Reddy

2016

Communications in Computer and Information Science

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A Defect Dependency based Approach to Improve Software Quality in Integrated Software Products

Cited by 3 publications

References 9 publications

Does your Bug Tracking tool suit your needs? A Study on Open Source Bug Tracking tools

Does your Bug Tracking tool suit your needs? A Study on Open Source Bug Tracking tools

Utilizing Association Rule Mining algorithms to Identify Dependencies between Software Defects

Heuristic Approaches to Improve Product Quality in Large Scale Integrated Software Products

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