Software Fault Prediction A Road Map

Software Fault Prediction A Road Map Sandeep KumarSantosh Singh Rathore
This book focuses on exploring the use of software fault prediction in building reliable and robust software systems. It is divided into the following chapters: Chapter 1 presents an introduction to the study and also introduces basic concepts of software fault prediction. Chapter 2 explains the generalized architecture of the software fault prediction process and discusses its various components. In turn, Chapter 3 provides detailed information on types of fault prediction models and discusses the latest literature on each model. Chapter 4 describes the software fault datasets and diverse issues concerning fault datasets when building fault prediction models. Chapter 5 presents a study evaluating different techniques on the basis of their performance for software fault prediction. Chapter 6 presents another study evaluating techniques for predicting the number of faults in the software modules. In closing, Chapter 7 provides a summary of the topics discussed.
The book will be of immense benefit to all readers who are interested in starting research in this area. In addition, it offers experienced researchers a valuable overview of the latest work in this area. Categories:
Computers – Security
Volume:
SpringerBriefs in Computer Science
Year:
2018
Publisher:
Springer
Language:
english
Pages:
72 / 81
ISBN 10:
9811087156
ISBN 13:
9789811087158
File:
49 MB