Dependable Computer Systems and Networks

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Publisher : Springer Nature
ISBN 13 : 3031377206
Total Pages : 361 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Dependable Computer Systems and Networks by : Wojciech Zamojski

Download or read book Dependable Computer Systems and Networks written by Wojciech Zamojski and published by Springer Nature. This book was released on 2023-08-10 with total page 361 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book includes papers about various problems of dependable operation of computer systems and networks, which were presented during the 18th DepCoS-RELCOMEX conference. Their collection can be an interesting source material for scientists, researchers, practitioners, and students who are dealing with design, analysis, and engineering of computer systems and networks and must ensure their dependable operation. The increasing role of artificial intelligence algorithms and tools in modern information technology and computer engineering, especially rapid expansion of tools based on deep learning methods, calls for extending our view on system dependability. Selection of papers in these proceedings not only illustrates a wide-ranging variety of multidisciplinary topics which should be considered in this context but also proves that virtually all areas of contemporary computer systems and networks must take into account an aspect of dependability.

Dependable Computer Systems and Networks

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Publisher :
ISBN 13 : 9783031377211
Total Pages : 0 pages
Book Rating : 4.3/5 (772 download)

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Book Synopsis Dependable Computer Systems and Networks by : Wojciech Zamojski

Download or read book Dependable Computer Systems and Networks written by Wojciech Zamojski and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book includes papers about various problems of dependable operation of computer systems and networks, which were presented during the 18th DepCoS-RELCOMEX conference. Their collection can be an interesting source material for scientists, researchers, practitioners, and students who are dealing with design, analysis, and engineering of computer systems and networks and must ensure their dependable operation. The increasing role of artificial intelligence algorithms and tools in modern information technology and computer engineering, especially rapid expansion of tools based on deep learning methods, calls for extending our view on system dependability. Selection of papers in these proceedings not only illustrates a wide-ranging variety of multidisciplinary topics which should be considered in this context but also proves that virtually all areas of contemporary computer systems and networks must take into account an aspect of dependability.

Dependable Computer Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3642213936
Total Pages : 314 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Dependable Computer Systems by : Wojciech Zamojski

Download or read book Dependable Computer Systems written by Wojciech Zamojski and published by Springer Science & Business Media. This book was released on 2011-05-13 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Theory and Engineering of Dependable Computer Systems and Networks

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Publisher : Springer Nature
ISBN 13 : 3030767736
Total Pages : 512 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Theory and Engineering of Dependable Computer Systems and Networks by : Wojciech Zamojski

Download or read book Theory and Engineering of Dependable Computer Systems and Networks written by Wojciech Zamojski and published by Springer Nature. This book was released on 2021-05-26 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains papers on selected aspects of dependability analysis in computer systems and networks, which were chosen for discussion during the 16th DepCoS-RELCOMEX conference held in Wrocław, Poland, from June 28 to July 2, 2021. Their collection will be a valuable source material for scientists, researchers, practitioners and students who are dealing with design, analysis and engineering of computer systems and networks and must ensure their dependable operation. Being probably the most complex technical systems ever engineered by man (and also—the most dynamically evolving ones), organization of contemporary computer systems cannot be interpreted only as structures built on the basis of (unreliable) technical resources. Their evaluation must take into account a specific blend of interacting people (their needs and behaviours), networks (together with mobile properties, cloud organization, Internet of Everything, etc.) and a large number of users dispersed geographically and constantly producing an unconceivable number of applications. Ever-growing number of research methods being continuously developed for dependability analyses apply the newest techniques of artificial and computational intelligence. Selection of papers in these proceedings illustrates diversity of multi-disciplinary topics which are considered in present-day dependability explorations.

Reliability of Computer Systems and Networks

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 0471464066
Total Pages : 552 pages
Book Rating : 4.4/5 (714 download)

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Book Synopsis Reliability of Computer Systems and Networks by : Martin L. Shooman

Download or read book Reliability of Computer Systems and Networks written by Martin L. Shooman and published by John Wiley & Sons. This book was released on 2003-04-08 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: With computers becoming embedded as controllers in everything from network servers to the routing of subway schedules to NASA missions, there is a critical need to ensure that systems continue to function even when a component fails. In this book, bestselling author Martin Shooman draws on his expertise in reliability engineering and software engineering to provide a complete and authoritative look at fault tolerant computing. He clearly explains all fundamentals, including how to use redundant elements in system design to ensure the reliability of computer systems and networks. Market: Systems and Networking Engineers, Computer Programmers, IT Professionals.

Theory and Engineering of Dependable Computer Systems and Networks

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Publisher :
ISBN 13 : 9783030767747
Total Pages : 0 pages
Book Rating : 4.7/5 (677 download)

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Book Synopsis Theory and Engineering of Dependable Computer Systems and Networks by : Wojciech Zamojski

Download or read book Theory and Engineering of Dependable Computer Systems and Networks written by Wojciech Zamojski and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains papers on selected aspects of dependability analysis in computer systems and networks, which were chosen for discussion during the 16th DepCoS-RELCOMEX conference held in Wrocław, Poland, from June 28 to July 2, 2021. Their collection will be a valuable source material for scientists, researchers, practitioners and students who are dealing with design, analysis and engineering of computer systems and networks and must ensure their dependable operation. Being probably the most complex technical systems ever engineered by man (and also-the most dynamically evolving ones), organization of contemporary computer systems cannot be interpreted only as structures built on the basis of (unreliable) technical resources. Their evaluation must take into account a specific blend of interacting people (their needs and behaviours), networks (together with mobile properties, cloud organization, Internet of Everything, etc.) and a large number of users dispersed geographically and constantly producing an unconceivable number of applications. Ever-growing number of research methods being continuously developed for dependability analyses apply the newest techniques of artificial and computational intelligence. Selection of papers in these proceedings illustrates diversity of multi-disciplinary topics which are considered in present-day dependability explorations.

Theory and Applications of Dependable Computer Systems

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Author :
Publisher : Springer Nature
ISBN 13 : 3030482561
Total Pages : 730 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Theory and Applications of Dependable Computer Systems by : Wojciech Zamojski

Download or read book Theory and Applications of Dependable Computer Systems written by Wojciech Zamojski and published by Springer Nature. This book was released on 2020-05-21 with total page 730 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents selected papers from the Fifteenth International Conference on Dependability of Computer Systems (DepCoS-RELCOMEX), which illustrate the diversity of theoretical problems in analysis of performability, reliability and security of contemporary computer systems. Covering also methodologies and practical tools involved in this field, it is a valuable reference resource for scientists, researchers, practitioners and students who are dealing with these subjects. Established in 2006, DepCoS-RELCOMEX is an annual conference series organised by Wrocław University of Science and Technology. It focuses on the dependability and performability of contemporary computer systems – topics that can provide solutions to new challenges in evaluation of their reliability and efficiency. Since they are probably the most complex technical systems ever engineered by humans, the organization of modern computer systems cannot be modelled and analysed solely as structures (however complex and distributed) built only on the basis of technical resources. Instead they should be considered as a unique blend of interacting people (their needs and behaviours), networks (together with mobile properties, iCloud organisation, Internet of Everything) and a large number of users dispersed geographically and producing an unimaginable number of applications. This new, interdisciplinary approach is developing a continually increasing range of methods which apply also the latest findings in artificial intelligence (AI) and computational intelligence (CI).

Dependability Benchmarking for Computer Systems

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Publisher : John Wiley & Sons
ISBN 13 : 0470370831
Total Pages : 384 pages
Book Rating : 4.4/5 (73 download)

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Book Synopsis Dependability Benchmarking for Computer Systems by : Karama Kanoun

Download or read book Dependability Benchmarking for Computer Systems written by Karama Kanoun and published by John Wiley & Sons. This book was released on 2008-10-03 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive collection of benchmarks for measuring dependability in hardware-software systems As computer systems have become more complex and mission-critical, it is imperative for systems engineers and researchers to have metrics for a system's dependability, reliability, availability, and serviceability. Dependability benchmarks are useful for guiding development efforts for system providers, acquisition choices of system purchasers, and evaluations of new concepts by researchers in academia and industry. This book gathers together all dependability benchmarks developed to date by industry and academia and explains the various principles and concepts of dependability benchmarking. It collects the expert knowledge of DBench, a research project funded by the European Union, and the IFIP Special Interest Group on Dependability Benchmarking, to shed light on this important area. It also provides a large panorama of examples and recommendations for defining dependability benchmarks. Dependability Benchmarking for Computer Systems includes contributions from a credible mix of industrial and academic sources: IBM, Intel, Microsoft, Sun Microsystems, Critical Software, Carnegie Mellon University, LAAS-CNRS, Technical University of Valencia, University of Coimbra, and University of Illinois. It is an invaluable resource for engineers, researchers, system vendors, system purchasers, computer industry consultants, and system integrators.

Dependable Computing Systems

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Publisher : John Wiley & Sons
ISBN 13 : 0471674222
Total Pages : 693 pages
Book Rating : 4.4/5 (716 download)

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Book Synopsis Dependable Computing Systems by : Hassan B. Diab

Download or read book Dependable Computing Systems written by Hassan B. Diab and published by John Wiley & Sons. This book was released on 2005-10-05 with total page 693 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Dependability - Theory and Applications

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Publisher : Springer
ISBN 13 : 9783031618567
Total Pages : 0 pages
Book Rating : 4.6/5 (185 download)

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Book Synopsis System Dependability - Theory and Applications by : Wojciech Zamojski

Download or read book System Dependability - Theory and Applications written by Wojciech Zamojski and published by Springer. This book was released on 2024-07-15 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a selection of papers about problems which arise in dependability studies of contemporary computer systems and networks. Their collection should be an interesting and inspiring source material for scientists, researchers, engineers, and students who must consider diverse dependability characteristics in design, analysis, or maintenance of computer systems and networks. The papers were presented during the 19th DepCoS-RELCOMEX conference which was the next event in a series organized annually since 2006. Originating as a scientific platform for discussions of reliability aspects in computer engineering, the topical scope of the conference has been constantly expanded to incorporate new dependability challenges brought by recent advances in systems and information technologies. Currently, dependable operation in the context of computer processing means obtaining reliable (true and timely) results in the conditions of processing both quantitative and qualitative data, using precise or fuzzy (often: imitating) models and algorithms. With increasing use of artificial intelligence algorithms and tools, dependability in contemporary information technology and computer engineering calls for methods based on cognitive systems and deep learning techniques. Topical variety of the papers included in these proceedings proves that almost all applications of modern computer systems and networks must take into account the aspect of dependability and also illustrates a wide diversity of multidisciplinary subjects which needs to be considered in this context.

New Advances in Dependability of Networks and Systems

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Publisher :
ISBN 13 : 9783031067471
Total Pages : 0 pages
Book Rating : 4.0/5 (674 download)

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Book Synopsis New Advances in Dependability of Networks and Systems by : Wojciech Zamojski

Download or read book New Advances in Dependability of Networks and Systems written by Wojciech Zamojski and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book consists of papers on selected topics of dependability analysis in computer systems and networks which were discussed during the 17th DepCoS-RELCOMEX conference held in Wrocław, Poland, from June 27th to July 1st, 2022. Their collection will be an interesting source material for scientists, researchers, practitioners and students who are dealing with design, analysis and engineering of computer systems and networks and must ensure their dependable operation. Being probably the most complex technical systems ever engineered by man (and also, the most dynamically evolving ones), organization of contemporary computer systems and networks cannot be interpreted only as a structure built on the base of unreliable technical resources. Their evaluation must take into account a unique blend of interacting people, networks (together with mobile properties, cloud organization, Internet of Everything, etc.) and a large number of users dispersed geographically and constantly producing an unconceivable number of applications. Research methods being continuously developed for dependability analyses apply newest results of artificial and computational intelligence. Selection of papers in this book illustrates broad range of topics, often multi-disciplinary, which is considered in present-day dependability explorations; it also reveals an increasing role of the latest methods based on machine/deep learning and neural networks in these studies.

Computer Networks

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Publisher : Elsevier
ISBN 13 : 9780123850607
Total Pages : 920 pages
Book Rating : 4.8/5 (56 download)

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Book Synopsis Computer Networks by : Larry L. Peterson

Download or read book Computer Networks written by Larry L. Peterson and published by Elsevier. This book was released on 2011-03-02 with total page 920 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer Networks: A Systems Approach, Fifth Edition, explores the key principles of computer networking, with examples drawn from the real world of network and protocol design. Using the Internet as the primary example, this best-selling and classic textbook explains various protocols and networking technologies. The systems-oriented approach encourages students to think about how individual network components fit into a larger, complex system of interactions. This book has a completely updated content with expanded coverage of the topics of utmost importance to networking professionals and students, including P2P, wireless, network security, and network applications such as e-mail and the Web, IP telephony and video streaming, and peer-to-peer file sharing. There is now increased focus on application layer issues where innovative and exciting research and design is currently the center of attention. Other topics include network design and architecture; the ways users can connect to a network; the concepts of switching, routing, and internetworking; end-to-end protocols; congestion control and resource allocation; and end-to-end data. Each chapter includes a problem statement, which introduces issues to be examined; shaded sidebars that elaborate on a topic or introduce a related advanced topic; What’s Next? discussions that deal with emerging issues in research, the commercial world, or society; and exercises. This book is written for graduate or upper-division undergraduate classes in computer networking. It will also be useful for industry professionals retraining for network-related assignments, as well as for network practitioners seeking to understand the workings of network protocols and the big picture of networking. Completely updated content with expanded coverage of the topics of utmost importance to networking professionals and students, including P2P, wireless, security, and applications Increased focus on application layer issues where innovative and exciting research and design is currently the center of attention Free downloadable network simulation software and lab experiments manual available

Communication Networks and Computer Systems

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Publisher : World Scientific
ISBN 13 : 1908979844
Total Pages : 276 pages
Book Rating : 4.9/5 (89 download)

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Book Synopsis Communication Networks and Computer Systems by : Javier A Barria

Download or read book Communication Networks and Computer Systems written by Javier A Barria and published by World Scientific. This book was released on 2006-06-19 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Communication networks and computer systems research is entering a new phase in which many of the established models and techniques of the last twenty years are being challenged. The research community is continuing to free itself from past intellectual constraints so that it may fully exploit the convergence of computing and communications. Evaluating the performance of emerging communications and computer systems constitutes a huge challenge. Thus, current research provides a set of heterogeneous tools and techniques embracing the uncertainties of time and space varying environments when the requests for diverse services are made in real time, and with very different quality of service expectations. These novel techniques will lead to fast and economic service deployment and effective dynamic resource management, and hence to new business strategies and infrastructures that will facilitate the emergence of future services and applications. This volume contains contributions and presentations made by leading international researchers at a workshop which was held in April 2004 to honour Professor Erol Gelenbe on the occasion of his inaugural lecture as the Dennis Gabor Chair at Imperial College London. Contents:Erol Gelenbe's Contributions to Computer and Networks Performance (A Bensoussan)Rethinking Incentives for Mobile Ad Hoc Networks (E Huang et al.)Fair and Efficient Allocation of Resources in the Internet (R M Salles & J A Barria)The Locality Principle (P J Denning)A Simulation-Based Performance Analysis of Epoch Task Scheduling in Distributed Processors (H Karatza)Counter Intuitive Aspects of Statistical Independence in Steady State Distributions (J P Buzen)The Non-Stationary Loss Queue: A Survey (K A Alnowibet & H Perros)Stabilization Techniques for Load-Dependent Queueing Networks Algorithms (G Casale & G Serazzi)Modelling and Simulation of Interdependent Critical Infrastructure: The Road Ahead (E Casalicchio et al.)Stochastic Automata Networks and Lumpable Stochastic Bounds: Bounding Availability (J M Fourneau et al.)Aggregation Methods for Cross-Layer Simulations (M Becker et al.)Space and Time Capacity in Dense Mobile Ad Hoc Networks (P Jacquet)Stochastic Properties of Peer-to-Peer Communication Architecture in a Military Setting (D P Gaver & P A Jacobs)Quantifying the Quality of Audio and Video Transmissions over the Internet: The PSQA Approach (G Rubino)A Study of the Dynamic Behavior of a Web Site (M C Calzarossa & D Tessera) Readership: Postgraduate and graduate students in computing and electrical & electronic engineering; computer and communication systems engineers. Keywords:Resource Management;Modeling;Simulation;Computer and Communication NetworksKey Features:A selection of outstanding research contributions by international experts in the field of networks and computer systemsUseful for graduate students, researchers and experts

Dependable Systems: Software, Computing, Networks

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3540368213
Total Pages : 306 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Dependable Systems: Software, Computing, Networks by : Jürg Kohlas

Download or read book Dependable Systems: Software, Computing, Networks written by Jürg Kohlas and published by Springer Science & Business Media. This book was released on 2006-07-31 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern civilization relies on a functioning information infrastructure. As a result, dependability has become a central issue in all disciplines of systems engineering and software architecture.Theories, methods and tools that help to master the problems encountered in the design process and the management of operations are therefore of utmost importance for the future of information and communication technology. The present volume documents the results of a research program on Dependable Information and Communication Systems (DICS). The members of the project met in two workshops organized by the Hasler Foundation. This state-of-the-art survey contains 3 overview articles identifying major issues of dependability and presenting the latest solutions, as well as 10 carefully selected and revised papers depicting the research results originating from those workshops. The first workshop took place in Münchenwiler, Switzerland, in March 2004, and the second workshop, which marked the conclusion of the projects, in Löwenberg, Switzerland, in October 2005. The papers are organized in topical sections on surveys, dependable software, dependable computing, and dependable networks.

Fundamentals of Dependable Computing for Software Engineers

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Author :
Publisher : CRC Press
ISBN 13 : 1439862559
Total Pages : 438 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Fundamentals of Dependable Computing for Software Engineers by : John Knight

Download or read book Fundamentals of Dependable Computing for Software Engineers written by John Knight and published by CRC Press. This book was released on 2012-01-12 with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fundamentals of Dependable Computing for Software Engineers presents the essential elements of computer system dependability. The book describes a comprehensive dependability-engineering process and explains the roles of software and software engineers in computer system dependability. Readers will learn: Why dependability matters What it means for a system to be dependable How to build a dependable software system How to assess whether a software system is adequately dependable The author focuses on the actions needed to reduce the rate of failure to an acceptable level, covering material essential for engineers developing systems with extreme consequences of failure, such as safety-critical systems, security-critical systems, and critical infrastructure systems. The text explores the systems engineering aspects of dependability and provides a framework for engineers to reason and make decisions about software and its dependability. It also offers a comprehensive approach to achieve software dependability and includes a bibliography of the most relevant literature. Emphasizing the software engineering elements of dependability, this book helps software and computer engineers in fields requiring ultra-high levels of dependability, such as avionics, medical devices, automotive electronics, weapon systems, and advanced information systems, construct software systems that are dependable and within budget and time constraints.

Analysis and Synthesis of Computer Systems

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Author :
Publisher : World Scientific
ISBN 13 : 1908978422
Total Pages : 324 pages
Book Rating : 4.9/5 (89 download)

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Book Synopsis Analysis and Synthesis of Computer Systems by : Erol Gelenbe

Download or read book Analysis and Synthesis of Computer Systems written by Erol Gelenbe and published by World Scientific. This book was released on 2010-04-14 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analysis and Synthesis of Computer Systems presents a broad overview of methods that are used to evaluate the performance of computer systems and networks, manufacturing systems, and interconnected services systems. Aside from a highly readable style that rigorously addresses all subjects, this second edition includes new chapters on numerical methods for queueing models and on G-networks, the latter being a new area of queuing theory that one of the authors has pioneered. This book will have a broad appeal to students, practitioners and researchers in several different areas, including practicing computer engineers as well as computer science and engineering students. Contents:Basic Tools of Probabilistic ModellingThe Queue with Server of Walking Type and Its Applications to Computer System ModellingQueueing Network ModelsQueueing Networks with Multiple Classes of Positive and Negative Customers and Product Form SolutionMarkov-Modulated QueuesDiffusion Approximation Methods for General Queueing NetworksApproximate Decomposition and Iterative Techniques for Closed Model SolutionSynthesis Problems in Single-Resource Systems: Characterisation and Control of Achievable PerformanceControl of Performance in Mutliple-Resource SystemsA Queue with Server of Walking Type Readership: Academic, students, professionals, telecommunications industry, operations management and industry. Keywords:Computer Systems;Computer Networks;Queuing Theory;Quality of Service;Performance Evaluation

Principles of Computer Systems and Network Management

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Publisher : Springer Science & Business Media
ISBN 13 : 0387890092
Total Pages : 266 pages
Book Rating : 4.3/5 (878 download)

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Book Synopsis Principles of Computer Systems and Network Management by : Dinesh Chandra Verma

Download or read book Principles of Computer Systems and Network Management written by Dinesh Chandra Verma and published by Springer Science & Business Media. This book was released on 2010-01-23 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: Systems Management is emerging as the predominant area for computer science in the enterprise, with studies showing that the bulk (up to 80%) of an enterprise IT budget is spent on management/operational issues and is the largest piece of the expenditure. This textbook provides an overview of the field of computer systems and network management. Systems management courses are being taught in different graduate and undergraduate computer science programs, but there are no good books with a comprehensive overview of the subject. This text book will provide content appropriate for either an undergraduate course (junior or senior year) or a graduate course in systems management.