Adaptive, Dynamic, and Resilient Systems

Adaptive, Dynamic, and Resilient Systems PDF Author: Niranjan Suri
Publisher: CRC Press
ISBN: 1439868484
Category : Computers
Languages : en
Pages : 380

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Book Description
As the complexity of today’s networked computer systems grows, they become increasingly difficult to understand, predict, and control. Addressing these challenges requires new approaches to building these systems. Adaptive, Dynamic, and Resilient Systems supplies readers with various perspectives of the critical infrastructure that systems of networked computers rely on. It introduces the key issues, describes their interrelationships, and presents new research in support of these areas. The book presents the insights of a different group of international experts in each chapter. Reporting on recent developments in adaptive systems, it begins with a survey of application fields. It explains the requirements of such fields in terms of adaptation and resilience. It also provides some abstract relationship graphs that illustrate the key attributes of distributed systems to supply you with a better understanding of these factors and their dependencies. The text examines resilient adaptive systems from the perspectives of mobile, infrastructure, and enterprise systems and protecting critical infrastructure. It details various approaches for building adaptive, dynamic, and resilient systems—including agile, grid, and autonomic computing; multi-agent-based and biologically inspired approaches; and self-organizing systems. The book includes many stories of successful applications that illustrate a diversified range of cutting-edge approaches. It concludes by covering related topics and techniques that can help to boost adaptation and resilience in your systems.

International Journal of Adaptive, Resilient and Autonomic Systems, Vol 3 ISS 1

International Journal of Adaptive, Resilient and Autonomic Systems, Vol 3 ISS 1 PDF Author: Vincenzo De Florio
Publisher: IGI Publishing
ISBN: 9781466610491
Category :
Languages : en
Pages : 106

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Book Description


Software Engineering for Resilient Systems

Software Engineering for Resilient Systems PDF Author: Alessandro Fantechi
Publisher: Springer
ISBN: 3319231294
Category : Computers
Languages : en
Pages : 154

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Book Description
This book constitutes the refereed proceedings of the 7th International Workshop on Software Engineering for Resilient Systems, SERENE 2015, held in Paris, France, in September 2015. The 10 revised technical papers presented were carefully reviewed and selected from 18 submissions. The papers are organized in topical sections on development of resilient systems, verification, validation and evaluation of resilience, case studies and applications.

Creating Adaptive Policies

Creating Adaptive Policies PDF Author: Darren Swanson
Publisher: IDRC
ISBN: 8132101472
Category : Business & Economics
Languages : en
Pages : 184

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Book Description
This title describes the concept of adaptive policymaking and presents seven tools for developing such policies. Based on hundreds of interviews with people impacted by policy and research of over a dozen policy case studies, this book serves as a pragmatic guide for policymakers by elaborating on these seven tools.

Managing Trade-offs in Adaptable Software Architectures

Managing Trade-offs in Adaptable Software Architectures PDF Author: Ivan Mistrik
Publisher: Morgan Kaufmann
ISBN: 0128028912
Category : Computers
Languages : en
Pages : 432

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Book Description
Managing Trade-Offs in Adaptable Software Architectures explores the latest research on adapting large complex systems to changing requirements. To be able to adapt a system, engineers must evaluate different quality attributes, including trade-offs to balance functional and quality requirements to maintain a well-functioning system throughout the lifetime of the system. This comprehensive resource brings together research focusing on how to manage trade-offs and architect adaptive systems in different business contexts. It presents state-of-the-art techniques, methodologies, tools, best practices, and guidelines for developing adaptive systems, and offers guidance for future software engineering research and practice. Each contributed chapter considers the practical application of the topic through case studies, experiments, empirical validation, or systematic comparisons with other approaches already in practice. Topics of interest include, but are not limited to, how to architect a system for adaptability, software architecture for self-adaptive systems, understanding and balancing the trade-offs involved, architectural patterns for self-adaptive systems, how quality attributes are exhibited by the architecture of the system, how to connect the quality of a software architecture to system architecture or other system considerations, and more. - Explains software architectural processes and metrics supporting highly adaptive and complex engineering - Covers validation, verification, security, and quality assurance in system design - Discusses domain-specific software engineering issues for cloud-based, mobile, context-sensitive, cyber-physical, ultra-large-scale/internet-scale systems, mash-up, and autonomic systems - Includes practical case studies of complex, adaptive, and context-critical systems

Handbook of Research on Architectural Trends in Service-Driven Computing

Handbook of Research on Architectural Trends in Service-Driven Computing PDF Author: Ramanathan, Raja
Publisher: IGI Global
ISBN: 1466661798
Category : Computers
Languages : en
Pages : 879

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Book Description
Research into the next generation of service architecture techniques has enabled the design, development, and implementation of dynamic, adaptive, and autonomic services to enable enterprises to efficiently align information technology with their agile business requirements and foster smart services and seamless enterprise integration. Handbook of Research on Architectural Trends in Service-Driven Computing explores, delineates, and discusses recent advances in architectural methodologies and development techniques in service-driven computing. This comprehensive publication is an inclusive reference source for organizations, researchers, students, enterprise and integration architects, practitioners, software developers, and software engineering professionals engaged in the research, development, and integration of the next generation of computing.

Knowledge Discovery, Knowledge Engineering and Knowledge Management

Knowledge Discovery, Knowledge Engineering and Knowledge Management PDF Author: Ana Fred
Publisher: Springer
ISBN: 3030156400
Category : Computers
Languages : en
Pages : 417

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Book Description
This book constitutes the thoroughly refereed proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2017, held in Funchal, Madeira, Portugal, in November 2017. The 19 full papers presented were carefully reviewed and selected from 157 submissions. The papers are organized in topical sections on knowledge discovery and information retrieval; knowledge engineering and ontology development; and knowledge management and information sharing.

Machine Learning

Machine Learning PDF Author: Mohssen Mohammed
Publisher: CRC Press
ISBN: 1498705391
Category : Computers
Languages : en
Pages : 227

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Book Description
Machine learning, one of the top emerging sciences, has an extremely broad range of applications. However, many books on the subject provide only a theoretical approach, making it difficult for a newcomer to grasp the subject material. This book provides a more practical approach by explaining the concepts of machine learning algorithms and describing the areas of application for each algorithm, using simple practical examples to demonstrate each algorithm and showing how different issues related to these algorithms are applied.

Resilience Thinking

Resilience Thinking PDF Author: Brian Walker
Publisher: Island Press
ISBN: 1597266221
Category : Nature
Languages : en
Pages : 192

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Book Description
Increasingly, cracks are appearing in the capacity of communities, ecosystems, and landscapes to provide the goods and services that sustain our planet's well-being. The response from most quarters has been for "more of the same" that created the situation in the first place: more control, more intensification, and greater efficiency. "Resilience thinking" offers a different way of understanding the world and a new approach to managing resources. It embraces human and natural systems as complex entities continually adapting through cycles of change, and seeks to understand the qualities of a system that must be maintained or enhanced in order to achieve sustainability. It explains why greater efficiency by itself cannot solve resource problems and offers a constructive alternative that opens up options rather than closing them down. In Resilience Thinking, scientist Brian Walker and science writer David Salt present an accessible introduction to the emerging paradigm of resilience. The book arose out of appeals from colleagues in science and industry for a plainly written account of what resilience is all about and how a resilience approach differs from current practices. Rather than complicated theory, the book offers a conceptual overview along with five case studies of resilience thinking in the real world. It is an engaging and important work for anyone interested in managing risk in a complex world.

Resilience

Resilience PDF Author: Andrew Zolli
Publisher: Simon and Schuster
ISBN: 1451683812
Category : Business & Economics
Languages : en
Pages : 336

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Book Description
All systems break down. Some bounce back, others do not. This is a book about why. Covering business, economic, geographic and social systems, Zolli uncovers a wealth of absorbing examples--from the link between US oil prices and the recent 'tortilla riots' in Mexico to what was really happening when the U.S. government decided not to bail out Lehman Bros.