System Reliability and Security: Techniques and Methodologies
Editat de Javaid Iqbal, Faheem Syeed Masoodi, Ishfaq Ahmad Malik, Shozab Khurshid, Iqra Saraf, Alwi M. Bamhdien Limba Engleză Paperback – 7 dec 2023
System Reliability and Security: Techniques and Methodologies focuses on the use of soft computing techniques and analytical techniques in the modeling and analysis of dependable and secure systems. It examines systems and applications having complex distributed or networked architectures in such fields as:
- Nuclear energy
- Ground transportation systems
- Air traffic control
- Healthcare and medicine
- Communications
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Specificații
ISBN-13: 9781032386911
ISBN-10: 1032386916
Pagini: 272
Ilustrații: 26 Tables, black and white; 81 Line drawings, black and white; 81 Illustrations, black and white
Dimensiuni: 156 x 234 x 15 mm
Greutate: 0.39 kg
Ediția:1
Editura: CRC Press
Colecția Auerbach Publications
ISBN-10: 1032386916
Pagini: 272
Ilustrații: 26 Tables, black and white; 81 Line drawings, black and white; 81 Illustrations, black and white
Dimensiuni: 156 x 234 x 15 mm
Greutate: 0.39 kg
Ediția:1
Editura: CRC Press
Colecția Auerbach Publications
Public țintă
Professional Practice & DevelopmentCuprins
1. A GNN Approach for Software Reliability, 2. Software Reliability Prediction Using Neural Networks: A Non-parametric Approach, 3. Analysis and Modelling of Software Reliability Using Deep Learning Methods, 4. Fixed-Design Local Polynomial Approach for Estimation and Hypothesis Testing of Reliability Measures, 5. Reliability Analysis of Relation between Urbanization, Vegetation Health, and Heat Island Through Markov Chain Model, 6. Modeling and IoT (Internet of Things) Analysis for Smart Precision Agriculture, 7. Engineering Challenges in the Development of Artificial Intelligence and Machine Learning Software Systems, 8. Study and Analysis of Testing Effort Functions for Software Reliability Modeling, 9. Summary of NHPP-Based Software Reliability Modeling With Lindley-Type Distributions, 10. Artificial Intelligence and Machine Learning Problems and Challenges in Software Testing, 11. Software Quality Prediction by CatBoost: Feed-Forward Neural Network in Software Engineering, 12. Software Security, 13. Definitive Guide to Software Security Metrics, 14. Real-Time Supervisory Control and Data Acquisition (SCADA) Model for Resourceful Distribution and Use of Public Water
Descriere
The book covers the prime requirements for a secure Internet of Things (IoT) setup. The book discusses security concerns of an IoT setup by uncovering the present challenges in standardization of data routing, data integrity, device supervision, IoT integration, information storage, IoT performance, and security solutions.