Soft Computing Methods For System Dependability

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Soft Computing Methods for System Dependability

Mellal, Mohamed Arezki
Soft Computing Methods for System Dependability Book PDF

Author : Mellal, Mohamed Arezki
Publisher : IGI Global
Page : 293 pages
File Size : 51,6 Mb
Release : 2019-12-27
Category : Computers
ISBN : 9781799817208

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Soft Computing Methods for System Dependability by Mellal, Mohamed Arezki Pdf

Technology in today’s world has continued to develop into multifaceted structures. The performance of computers, specifically, has significantly increased leading to various and complex problems regarding the dependability of these systems. Recently, solutions for these issues have been based on soft computing methods; however, there lacks a considerable amount of research on the applications of these techniques within system dependability. Soft Computing Methods for System Dependability is a collection of innovative research on the applications of these processing techniques for solving problems within the dependability of computer system performance. This book will feature comparative experiences shared by researchers regarding the development of these technological solutions. While highlighting topics including evolutionary computing, chaos theory, and artificial neural networks, this book is ideally designed for researchers, data scientists, computing engineers, industrialists, students, and academicians in the field of computer science.

Dependable Computer Systems

Wojciech Zamojski,Janusz Kacprzyk,Jacek Mazurkiewicz,Jarosław Sugier,Tomasz Walkowiak
Dependable Computer Systems Book PDF

Author : Wojciech Zamojski,Janusz Kacprzyk,Jacek Mazurkiewicz,Jarosław Sugier,Tomasz Walkowiak
Publisher : Springer Science & Business Media
Page : 314 pages
File Size : 47,8 Mb
Release : 2011-05-13
Category : Technology & Engineering
ISBN : 9783642213939

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Dependable Computer Systems by Wojciech Zamojski,Janusz Kacprzyk,Jacek Mazurkiewicz,Jarosław Sugier,Tomasz Walkowiak Pdf

Dependability analysis is the recent approach to performance evaluation of contemporary systems which tries to cope with new challenges that are brought with their unprecedented complexity, size and diversity. Especially in case of computer systems and networks such evaluation must be based on multidisciplinary approach to theory, technology, and maintenance of systems which operate in real (and very often unfriendly) environments. As opposed to “classic” reliability which focuses mainly on technical aspects of system functioning, dependability studies investigate the systems as multifaceted and sophisticated amalgamations of technical, information and also human resources. This monograph presents selected new developments in such areas of dependability research as mathematical models, evaluation of software, probabilistic assessment, methodologies, tools, and technologies. Intelligent and soft computing methods help to resolve fundamental problems of dependability analysis which are caused by the fact that in contemporary computer systems it is often difficult to find a relation between system elements and system events (the relation between reasons and results) and it is even more difficult to define strict mathematical models with “analytical” relationships between such phenomena.

Complex Systems and Dependability

Wojciech Zamojski,Jacek Mazurkiewicz,Jarosław Sugier,Tomasz Walkowiak,Janusz Kacprzyk
Complex Systems and Dependability Book PDF

Author : Wojciech Zamojski,Jacek Mazurkiewicz,Jarosław Sugier,Tomasz Walkowiak,Janusz Kacprzyk
Publisher : Springer Science & Business Media
Page : 326 pages
File Size : 53,7 Mb
Release : 2012-07-11
Category : Technology & Engineering
ISBN : 9783642306624

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Complex Systems and Dependability by Wojciech Zamojski,Jacek Mazurkiewicz,Jarosław Sugier,Tomasz Walkowiak,Janusz Kacprzyk Pdf

Typical contemporary complex system is a multifaceted amalgamation of technical, information, organization, software and human (users, administrators and management) resources. Complexity of such a system comes not only from its involved technical and organizational structure but mainly from complexity of information processes that must be implemented in the operational environment (data processing, monitoring, management, etc.). In such case traditional methods of reliability analysis focused mainly on technical level are usually insufficient in performance evaluation and more innovative methods of dependability analysis must be applied which are based on multidisciplinary approach to theory, technology and maintenance of systems operating in real (and very often unfriendly) environments. This monograph presents selected new developments in such areas of dependability research as system modelling, tools and methodologies for system analysis, data security, secure system design and specific dependability aspects in specialized technical applications. Many practical cases illustrate the universal rule that complexity and multiplicity of system processes, their concurrency and their reliance on embedded intelligence (human and artificial) significantly impedes construction of strict mathematical models and calls for application of intelligent and soft computing methods.

New Results in Dependability and Computer Systems

Wojciech Zamojski,Jacek Mazurkiewicz,Jarosław Sugier,Tomasz Walkowiak,Janusz Kacprzyk
New Results in Dependability and Computer Systems Book PDF

Author : Wojciech Zamojski,Jacek Mazurkiewicz,Jarosław Sugier,Tomasz Walkowiak,Janusz Kacprzyk
Publisher : Springer Science & Business Media
Page : 554 pages
File Size : 44,7 Mb
Release : 2013-05-30
Category : Technology & Engineering
ISBN : 9783319009452

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New Results in Dependability and Computer Systems by Wojciech Zamojski,Jacek Mazurkiewicz,Jarosław Sugier,Tomasz Walkowiak,Janusz Kacprzyk Pdf

DepCoS – RELCOMEX is an annual series of conferences organized by the Institute of Computer Engineering, Control and Robotics (CECR), Wrocław University of Technology, since 2006. Its idea came from the heritage of the other two cycles of events: RELCOMEX Conferences (1977 – 89) and Microcomputer Schools (1985 – 95) which were then organized by the Institute of Engineering Cybernetics, the previous name of CECR. In contrast to those preceding meetings focused on the conventional reliability analysis, the DepCoS mission is to develop a more comprehensive approach to computer system performability, which is now commonly called dependability. Contemporary technical systems are integrated unities of technical, information, organization, software and human resources. Diversity of the processes being realized in the system, their concurrency and their reliance on in-system intelligence significantly impedes construction of strict mathematical models and calls for application of intelligent and soft computing methods. The submissions included in this volume illustrate variety of problems that need to be explored in the dependability analysis: methodologies and practical tools for modeling, design and simulation of the systems, security and confidentiality in information processing, specific issues of heterogeneous, today often wireless, computer networks, or management of transportation networks.

Dependable Computing Systems

Hassan B. Diab,Albert Y. Zomaya
Dependable Computing Systems Book PDF

Author : Hassan B. Diab,Albert Y. Zomaya
Publisher : John Wiley & Sons
Page : 693 pages
File Size : 45,6 Mb
Release : 2005-10-05
Category : Computers
ISBN : 9780471674221

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Dependable Computing Systems by Hassan B. Diab,Albert Y. Zomaya Pdf

A team of recognized experts leads the way to dependable computing systems With computers and networks pervading every aspect of daily life, there is an ever-growing demand for dependability. In this unique resource, researchers and organizations will find the tools needed to identify and engage state-of-the-art approaches used for the specification, design, and assessment of dependable computer systems. The first part of the book addresses models and paradigms of dependable computing, and the second part deals with enabling technologies and applications. Tough issues in creating dependable computing systems are also tackled, including: * Verification techniques * Model-based evaluation * Adjudication and data fusion * Robust communications primitives * Fault tolerance * Middleware * Grid security * Dependability in IBM mainframes * Embedded software * Real-time systems Each chapter of this contributed work has been authored by a recognized expert. This is an excellent textbook for graduate and advanced undergraduate students in electrical engineering, computer engineering, and computer science, as well as a must-have reference that will help engineers, programmers, and technologists develop systems that are secure and reliable.

System Reliability and Security

Javaid Iqbal,Faheem Syeed Masoodi,Ishfaq Ahmad Malik,Shozab Khurshid,Iqra Saraf,Alwi M Bamhdi
System Reliability and Security Book PDF

Author : Javaid Iqbal,Faheem Syeed Masoodi,Ishfaq Ahmad Malik,Shozab Khurshid,Iqra Saraf,Alwi M Bamhdi
Publisher : CRC Press
Page : 285 pages
File Size : 49,7 Mb
Release : 2023-12-07
Category : Computers
ISBN : 9781003808114

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System Reliability and Security by Javaid Iqbal,Faheem Syeed Masoodi,Ishfaq Ahmad Malik,Shozab Khurshid,Iqra Saraf,Alwi M Bamhdi Pdf

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 ■ Communications System 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.

Proceedings of the Ninth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX. June 30 – July 4, 2014, Brunów, Poland

Wojciech Zamojski,Jacek Mazurkiewicz,Jarosław Sugier,Tomasz Walkowiak,Janusz Kacprzyk
Proceedings of the Ninth International Conference on Dependability and Complex Systems DepCoS RELCOMEX June 30 July 4 2014 Brun w Poland Book PDF

Author : Wojciech Zamojski,Jacek Mazurkiewicz,Jarosław Sugier,Tomasz Walkowiak,Janusz Kacprzyk
Publisher : Springer
Page : 534 pages
File Size : 41,7 Mb
Release : 2014-05-16
Category : Technology & Engineering
ISBN : 9783319070131

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Proceedings of the Ninth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX. June 30 – July 4, 2014, Brunów, Poland by Wojciech Zamojski,Jacek Mazurkiewicz,Jarosław Sugier,Tomasz Walkowiak,Janusz Kacprzyk Pdf

DepCoS – RELCOMEX is an annual series of conferences organized by Wrocław University of Technology to promote a comprehensive approach to evaluation of system performability which is now commonly called dependability. In contrast to classic analyses which were concentrated on reliability of technical resources and structures built from them, dependability is based on multi-disciplinary approach to theory, technology and maintenance of a system considered to be a multifaceted amalgamation of technical, information, organization, software and human (users, administrators, supervisors, etc.) resources. Diversity of processes being realized (data processing, system management, system monitoring, etc.), their concurrency and their reliance on in-system intelligence often severely impedes construction of strict mathematical models and calls for application of intelligent and soft computing methods. This book presents the proceedings of the Ninth International Conference on Dependability and Complex Systems DepCoS-RELCOMEX, which took place in Brunów Palace, Poland, from 30th June to 4th July, 2014. The articles selected for this volume illustrate the variety of topics that must be included in system dependability analysis: tools, methodologies and standards for modelling, design and simulation of the systems, security and confidentiality in information processing, specific issues of heterogeneous, today often wireless, computer networks or management of transportation networks.

Software Reliability Methods

Doron A. Peled
Software Reliability Methods Book PDF

Author : Doron A. Peled
Publisher : Springer Science & Business Media
Page : 344 pages
File Size : 51,9 Mb
Release : 2013-06-29
Category : Computers
ISBN : 9781475735406

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Software Reliability Methods by Doron A. Peled Pdf

This book presents current methods for dealing with software reliability, illustrating the advantages and disadvantages of each method. The description of the techniques is intended for a non-expert audience with some minimal technical background. It also describes some advanced techniques, aimed at researchers and practitioners in software engineering. This reference will serve as an introduction to formal methods and techniques and will be a source for learning about various ways to enhance software reliability. Various projects and exercises give readers hands-on experience with the various formal methods and tools.

Soft Computing: Theories and Applications

Tarun K. Sharma,Chang Wook Ahn,Om Prakash Verma,Bijaya Ketan Panigrahi
Soft Computing Theories and Applications Book PDF

Author : Tarun K. Sharma,Chang Wook Ahn,Om Prakash Verma,Bijaya Ketan Panigrahi
Publisher : Springer Nature
Page : 734 pages
File Size : 51,9 Mb
Release : 2021-07-30
Category : Technology & Engineering
ISBN : 9789811617409

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Soft Computing: Theories and Applications by Tarun K. Sharma,Chang Wook Ahn,Om Prakash Verma,Bijaya Ketan Panigrahi Pdf

This book focuses on soft computing and how it can be applied to solve real-world problems arising in various domains, ranging from medicine and healthcare, to supply chain management, image processing and cryptanalysis. It gathers high-quality papers presented at the International Conference on Soft Computing: Theories and Applications (SoCTA 2020), organized online. The book is divided into two volumes and offers valuable insights into soft computing for teachers and researchers alike; the book will inspire further research in this dynamic field.

Optimization Models in Software Reliability

Anu G. Aggarwal,Abhishek Tandon,Hoang Pham
Optimization Models in Software Reliability Book PDF

Author : Anu G. Aggarwal,Abhishek Tandon,Hoang Pham
Publisher : Springer Nature
Page : 373 pages
File Size : 53,8 Mb
Release : 2021-09-29
Category : Technology & Engineering
ISBN : 9783030789190

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Optimization Models in Software Reliability by Anu G. Aggarwal,Abhishek Tandon,Hoang Pham Pdf

The book begins with an introduction to software reliability, models and techniques. The book is an informative book covering the strategies needed to assess software failure behaviour and its quality, as well as the application of optimization tools for major managerial decisions related to the software development process. It features a broad range of topics including software reliability assessment and apportionment, optimal allocation and selection decisions and upgradations problems. It moves through a variety of problems related to the evolving field of optimization of software reliability engineering, including software release time, resource allocating, budget planning and warranty models, which are each explored in depth in dedicated chapters. This book provides a comprehensive insight into present-day practices in software reliability engineering, making it relevant to students, researchers, academics and practising consultants and engineers.

Nature-Inspired Computing Paradigms in Systems

Mohamed Arezki Mellal,Michael G. Pecht
Nature Inspired Computing Paradigms in Systems Book PDF

Author : Mohamed Arezki Mellal,Michael G. Pecht
Publisher : Academic Press
Page : 146 pages
File Size : 48,9 Mb
Release : 2021-06-18
Category : Computers
ISBN : 9780128237502

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Nature-Inspired Computing Paradigms in Systems by Mohamed Arezki Mellal,Michael G. Pecht Pdf

Nature-Inspired Computing Paradigms in Systems: Reliability, Availability, Maintainability, Safety and Cost (RAMS+C) and Prognostics and Health Management (PHM) covers several areas that include bioinspired techniques and optimization approaches for system dependability. The book addresses the issue of integration and interaction of the bioinspired techniques in system dependability computing so that intelligent decisions, design, and architectures can be supported. It brings together these emerging areas under the umbrella of bio- and nature-inspired computational intelligence. The primary audience of this book includes experts and developers who want to deepen their understanding of bioinspired computing in basic theory, algorithms, and applications. The book is also intended to be used as a textbook for masters and doctoral students who want to enhance their knowledge and understanding of the role of bioinspired techniques in system dependability. Provides the latest review Covers various nature-inspired techniques applied to RAMS+C and PHM problems Includes techniques applied to new applications

Artificial Intelligence and Soft Computing

Leszek Rutkowski,Marcin Korytkowski,Rafał Scherer,Ryszard Tadeusiewicz,Lotfi A. Zadeh,Jacek M. Zurada
Artificial Intelligence and Soft Computing Book PDF

Author : Leszek Rutkowski,Marcin Korytkowski,Rafał Scherer,Ryszard Tadeusiewicz,Lotfi A. Zadeh,Jacek M. Zurada
Publisher : Springer
Page : 822 pages
File Size : 40,5 Mb
Release : 2014-05-22
Category : Computers
ISBN : 9783319071763

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Artificial Intelligence and Soft Computing by Leszek Rutkowski,Marcin Korytkowski,Rafał Scherer,Ryszard Tadeusiewicz,Lotfi A. Zadeh,Jacek M. Zurada Pdf

The two-volume set LNAI 8467 and LNAI 8468 constitutes the refereed proceedings of the 13th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2014, held in Zakopane, Poland in June 2014. The 139 revised full papers presented in the volumes, were carefully reviewed and selected from 331 submissions. The 69 papers included in the first volume are focused on the following topical sections: Neural Networks and Their Applications, Fuzzy Systems and Their Applications, Evolutionary Algorithms and Their Applications, Classification and Estimation, Computer Vision, Image and Speech Analysis and Special Session 3: Intelligent Methods in Databases. The 71 papers in the second volume are organized in the following subjects: Data Mining, Bioinformatics, Biometrics and Medical Applications, Agent Systems, Robotics and Control, Artificial Intelligence in Modeling and Simulation, Various Problems of Artificial Intelligence, Special Session 2: Machine Learning for Visual Information Analysis and Security, Special Session 1: Applications and Properties of Fuzzy Reasoning and Calculus and Clustering.

Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing

Management Association, Information Resources
Research Anthology on Architectures Frameworks and Integration Strategies for Distributed and Cloud Computing Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2700 pages
File Size : 44,8 Mb
Release : 2021-01-25
Category : Computers
ISBN : 9781799853404

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Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing by Management Association, Information Resources Pdf

Distributed systems intertwine with our everyday lives. The benefits and current shortcomings of the underpinning technologies are experienced by a wide range of people and their smart devices. With the rise of large-scale IoT and similar distributed systems, cloud bursting technologies, and partial outsourcing solutions, private entities are encouraged to increase their efficiency and offer unparalleled availability and reliability to their users. The Research Anthology on Architectures, Frameworks, and Integration Strategies for Distributed and Cloud Computing is a vital reference source that provides valuable insight into current and emergent research occurring within the field of distributed computing. It also presents architectures and service frameworks to achieve highly integrated distributed systems and solutions to integration and efficient management challenges faced by current and future distributed systems. Highlighting a range of topics such as data sharing, wireless sensor networks, and scalability, this multi-volume book is ideally designed for system administrators, integrators, designers, developers, researchers, academicians, and students.

System Dependability and Analytics

Long Wang,Karthik Pattabiraman,Catello Di Martino,Arjun Athreya,Saurabh Bagchi
System Dependability and Analytics Book PDF

Author : Long Wang,Karthik Pattabiraman,Catello Di Martino,Arjun Athreya,Saurabh Bagchi
Publisher : Springer Nature
Page : 429 pages
File Size : 45,7 Mb
Release : 2022-07-25
Category : Technology & Engineering
ISBN : 9783031020636

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System Dependability and Analytics by Long Wang,Karthik Pattabiraman,Catello Di Martino,Arjun Athreya,Saurabh Bagchi Pdf

This book comprises chapters authored by experts who are professors and researchers in internationally recognized universities and research institutions. The book presents the results of research and descriptions of real-world systems, services, and technologies. Reading this book, researchers, professional practitioners, and graduate students will gain a clear vision on the state of the art of the research and real-world practice on system dependability and analytics. The book is published in honor of Professor Ravishankar K. Iyer, the George and Ann Fisher Distinguished Professor in the Department of Electrical and Computer Engineering at the University of Illinois at Urbana-Champaign (UIUC), Urbana, Illinois. Professor Iyer is ACM Fellow, IEEE Fellow, AAAS Fellow, and served as Interim Vice Chancellor of UIUC for research during 2008–2011. The book contains chapters written by many of his former students.

System Reliability Management

Adarsh Anand,Mangey Ram
System Reliability Management Book PDF

Author : Adarsh Anand,Mangey Ram
Publisher : CRC Press
Page : 224 pages
File Size : 45,6 Mb
Release : 2018-09-21
Category : Computers
ISBN : 9781351117647

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System Reliability Management by Adarsh Anand,Mangey Ram Pdf

This book provides the latest research advances in the field of system reliability assurance and engineering. It contains reference material for applications of reliability in system engineering, offering a theoretical sound background with adequate numerical illustrations. Included are concepts pertaining to reliability analysis, assurance techniques and methodologies, tools, and practical applications of system reliability modeling and allocation. The collection discusses various soft computing techniques like artificial intelligence and particle swarm optimization approach for reliability assessment. Importance of differentiating between the optimal release time and testing stop time of the software has been explicitly discussed and presented in the book. Features: Creates understanding of the costs associated with complex systems Covers reliability measurement of engineering systems Incorporates an efficient effort-based expenditure policy incorporating cost and reliability criteria Provides information for optimal testing stop and release time of software system Presents software performance and security layout Addresses reliability prediction and its maintenance through advanced analytics techniques Overall, System Reliability Management: Solutions and Techniques is a collaborative and interdisciplinary approach for better communication of problems and solutions to increase the performance of the system for better utilization and resource management.