1st Edition
System Reliability and Security Techniques and Methodologies
List of Contributors
1. A GNN Approach for Software Reliability
Aafaq Mohi Ud Din, Shaima Qureshi, and Javaid Iqbal
2. Software Reliability Prediction Using Neural Networks: A Non-parametric Approach
Aafaq Mohi Ud Din, Javaid Iqbal, and Shaima Qureshi
3. Analysis and Modeling of Software Reliability Using Deep Learning Methods
Gousia Habib and Shaima Qureshi
4. Fixed-Design Local Polynomial Approach for Estimation and Hypothesis Testing of Reliability Measures
Chathuri L. Jayasinghe
5. Reliability Analysis of Relation between Urbanization, Vegetation Health, and Heat Island Through Markov Chain Model
Asutosh Goswami, Shubhanita Dasgupta Charkrabarty, Suhel Sen, and Priyanka Majumder
6. Modeling and IoT (Internet of Things) Analysis for Smart Precision Agriculture
Imtiaz Ahmed, Gousia Habib, and Pramod Kumar Yadav
7. Engineering Challenges in the Development of Artificial Intelligence and Machine Learning Software Systems
Mohammad Idrees Bhat, Syed Irfan Yaqoob, and Mohammad Imran
8. Study and Analysis of Testing Effort Functions for Software Reliability Modeling
Javaid Iqbal, Nyla Manzoor, and Refath Farooq
9. Summary of NHPP-Based Software Reliability Modeling With Lindley-Type Distributions
Siqiao Li, Tadashi Dohi, and Hiroyuki Okamura
10. Artificial Intelligence and Machine Learning Problems and Challenges in Software Testing
Imtiaz Ahmed and Pramod Kumar Yadav
11. Software Quality Prediction by CatBoost: Feed-Forward Neural Network in Software Engineering
Sudharson D., Kailas P. S., K. Vignesh, Senthilnathan T., Poornima V., and Shreya Vijay
12. Software Security
Tawseef Ahmed Teli, Alwi M. Bamhdi, Faheem Syeed Masoodi, and Vahida Akhter
13. Definitive Guide to Software Security Metrics
Suhail Qadir, Alwi M. Bamhdi, and Faheem Syeed Masoodi
14. Real-Time Supervisory Control and Data Acquisition (SCADA) Model for Resourceful Distribution and Use of Public Water
Binnaser Aziz Abdullah
Index
Biography
Javaid Iqbal is Associate Professor in the Post Graduate Department of Computer Science, University of Kashmir, Srinagar Jammu and Kashmir, India. He obtained his PhD in Computer Science from the University of Kashmir in 2014.
Faheem Syeed Masoodi is Assistant Professor in the Department of Computer Science, University of Kashmir. Earlier, he served as Assistant Professor at the College of Computer Science, University of Jizan, Saudi Arabia.
Ishfaq Ahmad Malik completed his PhD degree in 2019 from the Department of Mathematics, National Institute of Technology, Srinagar, Jammu and Kashmir, India.
Shozab Khurshid completed her PhD degree in 2019 from the Post‐Graduate Department of Computer Science, University of Kashmir, India.
Iqra Saraf completed her PhD degree in 2019 from Post‐Graduate Department of Computer Science, University of Kashmir, India. Her research interests include software reliability, software optimization, and software security.
Alwi M. Bamhdi is an associate professor in the Department of Computer Sciences, Umm Al-Qura University, Saudi Arabia. He received his MSc and PhD in computer science in 2014 from Heriot-Watt University, UK.
