Software Fault Prediction
124 Followers
Recent papers in Software Fault Prediction
A variety of Software Reliability Growth Models (SRGM) have been presented in literature. These models suffer many problems when handling various types of project. The reason is; the nature of each project makes it difficult to build a... more
Software fault prediction is the process of identifying the faulty modules that helps to reduce the complexity of the test phase. The selection of proper features from the source code is the most important step in this process. These... more
In software development life cycle, the most important activity is software maintenance, in order to get a reliable and quality product. Huge amount of time, cost and effort is involved in it. Maintenance of software encompasses various... more
– Software reliability is frequently estimated as per occurrence of failure and its recurrence, or as far as framework accessibility. Software is often categorized as system software (such as operating system, or program that assists... more
A variety of Software Reliability Growth Models (SRGM) have been presented in literature. These models suffer many problems when handling various types of project. The reason is; the nature of each project makes it difficult to build a... more
Context: Software metrics may be used in fault prediction models to improve software quality by predicting fault location.
Context: Software metrics may be used in fault prediction models to improve software quality by predicting fault location. Objective: This paper aims to identify software metrics and to assess their applicability in software fault... more
Software fault prediction plays a vital role in software quality assurance. Identifying the faulty modules helps to better concentrate on those modules and helps improve the quality of the software. With increasing complexity of software... more
Software fault prediction is the salient factor for any software project because of the development of IT, the size of the software is increasing day by day and it becomes very difficult to test each module manually. So we need an... more
Software fault prediction plays a vital role in software quality assurance. Identifying the faulty modules helps to better concentrate on those modules and helps improve the quality of the software. With increasing complexity of software... more
A variety of Software Reliability Growth Models (SRGM) have been presented in literature. These models suffer many problems when handling various types of project. The reason is; the nature of each project makes it difficult to build a... more
This paper presents a fault prediction model using reliability relevant software metrics and fuzzy inference system. For this a new approach is discussed to develop fuzzy profile of software metrics which are more relevant for software... more
Software maintainers use the traces of field failures to understand and diagnose faulty functions that cause the system to fail. Despite their usefulness, traces from the field can be quite overwhelming, especially for software systems... more
This paper describes an experimental microprocessor-based tool, SAS (Software Analysis System), which has been developed to enable dynamic program structure acquisition and analysis to be made on digital computing machines. The system... more
This paper discusses a fault prediction model with specific focus on process level software metrics during software development. The model helps software development team to optimally allocate resources and achieve more reliable software... more