SpringerBriefs in Computer Science: A Road Map

Kumar, Sandeep; Rathore, Santosh Singh

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.

Details

Published by: Springer

Publication Date: 2018-06-18

Format: Paperback

ISBN-13: 9789811087141

DOI: 10.1007/978-981-10-8715-8

Dimensions: 235cm x155cm

Pages: 72