System reliability and security: techniques and methodologies
Because of the growing reliance on software, concerns are growing as to how reliable a system is before it is commissioned for use, how high the level of reliability is in the system, and how many vulnerabilities exist in the system before its operationalization. Equally pressing issues include how...
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton
CRC Press, Taylor & Francis Group
2024
|
| Schriftenreihe: | An Auerbach book
|
| Schlagworte: | |
| Zusammenfassung: | Because of the growing reliance on software, concerns are growing as to how reliable a system is before it is commissioned for use, how high the level of reliability is in the system, and how many vulnerabilities exist in the system before its operationalization. Equally pressing issues include how to secure the system from internal and external security threats that may exist in the face of resident vulnerabilities. These two problems are considered increasingly important because they necessitate the development of tools and techniques capable of analyzing dependability and security aspects of a system. These concerns become more pronounced in the cases of safety-critical and mission-critical systems.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- CommunicationsSystem reliability engineering is a multidisciplinary field that uses computational methods for estimating or predicting the reliability aspects of a system and analyzing failure data obtained from real-world projects. System security is a related field that ensures that even a reliable system is secure against accidental or deliberate intrusions and is free of vulnerabilities. This book covers tools and techniques, cutting-edge research topics, and methodologies in the areas of system reliability and security. It examines prediction models and methods as well as how to secure a system as it is being developed |
| Beschreibung: | 1. A GNN Approach for Software Reliability 2. Software Reliability Prediction using Neural Networks: A Nonparametric 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 Among Urbanisation, Vegetation Health and Heat Island Through Markov Chain Model 6. Modeling and IoT (Internet of Things) Analysis for Smart Precision Agriculture 7. Software Engineering Challenges in the Development of Artificial Intelligence and Machine Learning Systems 8. Study and Analysis of Testing Effort Functions for Software Reliability Modelling 9. A 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-FeedForward Neural Network in Software Engineering 12. Software Security 13. Software Security Metrics Taxonomy 14. Real Time Supervisory Control and Data Acquisition (Scada) Model for Resourceful Use of Public Water Distribution |
| Beschreibung: | xv, 255 Seiten Illustrationen, Diagramme 234 mm |
| ISBN: | 9781032386911 9781032386928 |
Internformat
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| 520 | |a Because of the growing reliance on software, concerns are growing as to how reliable a system is before it is commissioned for use, how high the level of reliability is in the system, and how many vulnerabilities exist in the system before its operationalization. Equally pressing issues include how to secure the system from internal and external security threats that may exist in the face of resident vulnerabilities. These two problems are considered increasingly important because they necessitate the development of tools and techniques capable of analyzing dependability and security aspects of a system. These concerns become more pronounced in the cases of safety-critical and mission-critical systems.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- CommunicationsSystem reliability engineering is a multidisciplinary field that uses computational methods for estimating or predicting the reliability aspects of a system and analyzing failure data obtained from real-world projects. System security is a related field that ensures that even a reliable system is secure against accidental or deliberate intrusions and is free of vulnerabilities. This book covers tools and techniques, cutting-edge research topics, and methodologies in the areas of system reliability and security. It examines prediction models and methods as well as how to secure a system as it is being developed | ||
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| spelling | System reliability and security techniques and methodologies edited by Javaid Iqbal, Faheem Syeed Masoodi, Ishfaq Ahmad Malik (und 3 weiteren) Boca Raton CRC Press, Taylor & Francis Group 2024 xv, 255 Seiten Illustrationen, Diagramme 234 mm txt rdacontent n rdamedia nc rdacarrier An Auerbach book 1. A GNN Approach for Software Reliability 2. Software Reliability Prediction using Neural Networks: A Nonparametric 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 Among Urbanisation, Vegetation Health and Heat Island Through Markov Chain Model 6. Modeling and IoT (Internet of Things) Analysis for Smart Precision Agriculture 7. Software Engineering Challenges in the Development of Artificial Intelligence and Machine Learning Systems 8. Study and Analysis of Testing Effort Functions for Software Reliability Modelling 9. A 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-FeedForward Neural Network in Software Engineering 12. Software Security 13. Software Security Metrics Taxonomy 14. Real Time Supervisory Control and Data Acquisition (Scada) Model for Resourceful Use of Public Water Distribution Because of the growing reliance on software, concerns are growing as to how reliable a system is before it is commissioned for use, how high the level of reliability is in the system, and how many vulnerabilities exist in the system before its operationalization. Equally pressing issues include how to secure the system from internal and external security threats that may exist in the face of resident vulnerabilities. These two problems are considered increasingly important because they necessitate the development of tools and techniques capable of analyzing dependability and security aspects of a system. These concerns become more pronounced in the cases of safety-critical and mission-critical systems.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- CommunicationsSystem reliability engineering is a multidisciplinary field that uses computational methods for estimating or predicting the reliability aspects of a system and analyzing failure data obtained from real-world projects. System security is a related field that ensures that even a reliable system is secure against accidental or deliberate intrusions and is free of vulnerabilities. This book covers tools and techniques, cutting-edge research topics, and methodologies in the areas of system reliability and security. It examines prediction models and methods as well as how to secure a system as it is being developed bicssc / Legal aspects of IT bicssc / Environmental science, engineering & technology bicssc / Automatic control engineering bicssc / Software Engineering bicssc / Computer security bicssc / Health & safety aspects of IT bisacsh / COMPUTERS / Security / General bisacsh / COMPUTERS / Software Development & Engineering / Systems Analysis & Design bisacsh / COMPUTERS / Information Technology bisacsh / COMPUTERS / Software Development & Engineering / General bisacsh / TECHNOLOGY & ENGINEERING / Engineering (General) (DE-588)4143413-4 Aufsatzsammlung gnd-content Iqbal, Javaid edt Masoodi, Faheem Syeed edt Ahmad Malik, Ishfaq edt Erscheint auch als Online-Ausgabe 978-1-032-62498-3 |
| spellingShingle | System reliability and security techniques and methodologies bicssc / Legal aspects of IT bicssc / Environmental science, engineering & technology bicssc / Automatic control engineering bicssc / Software Engineering bicssc / Computer security bicssc / Health & safety aspects of IT bisacsh / COMPUTERS / Security / General bisacsh / COMPUTERS / Software Development & Engineering / Systems Analysis & Design bisacsh / COMPUTERS / Information Technology bisacsh / COMPUTERS / Software Development & Engineering / General bisacsh / TECHNOLOGY & ENGINEERING / Engineering (General) |
| subject_GND | (DE-588)4143413-4 |
| title | System reliability and security techniques and methodologies |
| title_auth | System reliability and security techniques and methodologies |
| title_exact_search | System reliability and security techniques and methodologies |
| title_exact_search_txtP | System reliability and security techniques and methodologies |
| title_full | System reliability and security techniques and methodologies edited by Javaid Iqbal, Faheem Syeed Masoodi, Ishfaq Ahmad Malik (und 3 weiteren) |
| title_fullStr | System reliability and security techniques and methodologies edited by Javaid Iqbal, Faheem Syeed Masoodi, Ishfaq Ahmad Malik (und 3 weiteren) |
| title_full_unstemmed | System reliability and security techniques and methodologies edited by Javaid Iqbal, Faheem Syeed Masoodi, Ishfaq Ahmad Malik (und 3 weiteren) |
| title_short | System reliability and security |
| title_sort | system reliability and security techniques and methodologies |
| title_sub | techniques and methodologies |
| topic | bicssc / Legal aspects of IT bicssc / Environmental science, engineering & technology bicssc / Automatic control engineering bicssc / Software Engineering bicssc / Computer security bicssc / Health & safety aspects of IT bisacsh / COMPUTERS / Security / General bisacsh / COMPUTERS / Software Development & Engineering / Systems Analysis & Design bisacsh / COMPUTERS / Information Technology bisacsh / COMPUTERS / Software Development & Engineering / General bisacsh / TECHNOLOGY & ENGINEERING / Engineering (General) |
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