Organic Computing A Paradigm Shift For Complex Systems

Author : Christian Müller-Schloer
Publisher : Springer Science & Business Media
ISBN 13 : 3034801300
Total Pages : 627 pages
Book Rating : 4.00/5 ( download)

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Download or read book Organic Computing — A Paradigm Shift for Complex Systems written by Christian Müller-Schloer and published by Springer Science & Business Media. This book was released on 2011-04-29 with total page 627 pages. Available in PDF, EPUB and Kindle. Book excerpt: Organic Computing has emerged as a challenging vision for future information processing systems. Its basis is the insight that we will increasingly be surrounded by and depend on large collections of autonomous systems, which are equipped with sensors and actuators, aware of their environment, communicating freely, and organising themselves in order to perform actions and services required by the users. These networks of intelligent systems surrounding us open fascinating ap-plication areas and at the same time bear the problem of their controllability. Hence, we have to construct such systems as robust, safe, flexible, and trustworthy as possible. In particular, a strong orientation towards human needs as opposed to a pure implementation of the tech-nologically possible seems absolutely central. The technical systems, which can achieve these goals will have to exhibit life-like or "organic" properties. "Organic Computing Systems" adapt dynamically to their current environmental conditions. In order to cope with unexpected or undesired events they are self-organising, self-configuring, self-optimising, self-healing, self-protecting, self-explaining, and context-aware, while offering complementary interfaces for higher-level directives with respect to the desired behaviour. First steps towards adaptive and self-organising computer systems are being undertaken. Adaptivity, reconfigurability, emergence of new properties, and self-organisation are hot top-ics in a variety of research groups worldwide. This book summarises the results of a 6-year priority research program (SPP) of the German Research Foundation (DFG) addressing these fundamental challenges in the design of Organic Computing systems. It presents and discusses the theoretical foundations of Organic Computing, basic methods and tools, learning techniques used in this context, architectural patterns and many applications. The final outlook shows that in the mean-time Organic Computing ideas have spawned a variety of promising new projects.

Author : Christian Müller-Schloer
Publisher : Birkhäuser
ISBN 13 : 3319684779
Total Pages : 578 pages
Book Rating : 4.72/5 ( download)

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Download or read book Organic Computing – Technical Systems for Survival in the Real World written by Christian Müller-Schloer and published by Birkhäuser. This book was released on 2017-12-28 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a comprehensive introduction into Organic Computing (OC), presenting systematically the current state-of-the-art in OC. It starts with motivating examples of self-organising, self-adaptive and emergent systems, derives their common characteristics and explains the fundamental ideas for a formal characterisation of such systems. Special emphasis is given to a quantitative treatment of concepts like self-organisation, emergence, autonomy, robustness, and adaptivity. The book shows practical examples of architectures for OC systems and their applications in traffic control, grid computing, sensor networks, robotics, and smart camera systems. The extension of single OC systems into collective systems consisting of social agents based on concepts like trust and reputation is explained. OC makes heavy use of learning and optimisation technologies; a compact overview of these technologies and related approaches to self-organising systems is provided. So far, OC literature has been published with the researcher in mind. Although the existing books have tried to follow a didactical concept, they remain basically collections of scientific papers. A comprehensive and systematic account of the OC ideas, methods, and achievements in the form of a textbook which lends itself to the newcomer in this field has been missing so far. The targeted reader of this book is the master student in Computer Science, Computer Engineering or Electrical Engineering - or any other newcomer to the field of Organic Computing with some technical or Computer Science background. Readers can seek access to OC ideas from different perspectives: OC can be viewed (1) as a „philosophy“ of adaptive and self-organising - life-like - technical systems, (2) as an approach to a more quantitative and formal understanding of such systems, and finally (3) a construction method for the practitioner who wants to build such systems. In this book, we first try to convey to the reader a feeling of the special character of natural and technical self-organising and adaptive systems through a large number of illustrative examples. Then we discuss quantitative aspects of such forms of organisation, and finally we turn to methods of how to build such systems for practical applications.

Author : Sick, Bernhard
Publisher : kassel university press GmbH
ISBN 13 : 3862198324
Total Pages : 170 pages
Book Rating : 4.20/5 ( download)

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Download or read book Organic Computing written by Sick, Bernhard and published by kassel university press GmbH. This book was released on 2014-01-01 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of twelve different contributions that reflect several aspects of OC research. Therefore, we introduced four major categories summarizing the contents of the contributions as well as describing the different aspects of OC research in general: (1) design and architectures, (2) trustworthiness, (3) self-learning, and (4) self-x properties.

Author : Sven Tomforde
Publisher : kassel university press GmbH
ISBN 13 : 3737605149
Total Pages : 114 pages
Book Rating : 4.44/5 ( download)

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Download or read book Organic Computing written by Sven Tomforde and published by kassel university press GmbH. This book was released on 2018-05-07 with total page 114 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the results of the OC-DDC 2017. Successful participants have been invited to extend their abstracts submitted to the event towards a full book chapter by taking reviews and feedback received at the event in Bochum into account. Seven of the participants prepared a contribution to this book, helped to perform a sophisticated review process, and finally came up with interesting articles summarising their current work in the context of Organic Computing. Hence, the book also gives an overview of corresponding research activities in the field in Germany for the year 2017. The collection of contributions reflects the diversity of the different aspects of Organic Computing. Furthermore, group discussions during the OC-DDC resulted in a contribution that aggregates the ideas of the participants related to applied machine learning for Organic Computing systems.Keine Angaben

Author : Tomforde, Sven
Publisher : kassel university press GmbH
ISBN 13 : 3737603006
Total Pages : 146 pages
Book Rating : 4.03/5 ( download)

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Download or read book Organic Computing written by Tomforde, Sven and published by kassel university press GmbH. This book was released on 2017-01-01 with total page 146 pages. Available in PDF, EPUB and Kindle. Book excerpt: Key Terms: Autonomic Computing, ProActive Computing, ComplexAdaptive System, Self-Organisation

Author : Georgios Goumas
Publisher : Springer Nature
ISBN 13 : 3031427858
Total Pages : 333 pages
Book Rating : 4.55/5 ( download)

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Download or read book Architecture of Computing Systems written by Georgios Goumas and published by Springer Nature. This book was released on 2023-09-26 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: T​his book constitutes the proceedings of the 36th International Conference on Architecture of Computing Systems, ARCS 2023, which took place in Athens, Greece, in June 2023. The 18 full papers in this volume were carefully reviewed and selected from 35 submissions. ARCS provides a platform covering newly emerging and cross-cutting topics, such as autonomous and ubiquitous systems, reconfigurable computing and acceleration, neural networks and artificial intelligence. The selected papers cover a variety of topics from the ARCS core domains, including energy efficiency, applied machine learning, hardware and software system security, reliable and fault-tolerant systems and organic computing. Back to top

Author : Christian Hochberger
Publisher : Springer Nature
ISBN 13 : 3030816826
Total Pages : 229 pages
Book Rating : 4.27/5 ( download)

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Download or read book Architecture of Computing Systems written by Christian Hochberger and published by Springer Nature. This book was released on 2021-07-14 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 34th International Conference on Architecture of Computing Systems, ARCS 2021, held virtually in July 2021. The 12 full papers in this volume were carefully reviewed and selected from 24 submissions. 2 workshop papers (VEFRE) are also included. ARCS has always been a conference attracting leading-edge research outcomes in Computer Architecture and Operating Systems, including a wide spectrum of topics ranging from fully integrated, self-powered embedded systems up to high-performance computing systems. It also provides a platform covering newly emerging and cross-cutting topics, such as autonomous and ubiquitous systems, reconfigurable computing and acceleration, neural networks and artificial intelligence. The selected papers cover a variety of topics from the ARCS core domains, including heterogeneous computing, memory optimizations, and organic computing.

Author : Wolfgang Reif
Publisher : Birkhäuser
ISBN 13 : 3319292013
Total Pages : 244 pages
Book Rating : 4.14/5 ( download)

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Download or read book Trustworthy Open Self-Organising Systems written by Wolfgang Reif and published by Birkhäuser. This book was released on 2016-06-20 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book treats the computational use of social concepts as the focal point for the realisation of a novel class of socio-technical systems, comprising smart grids, public display environments, and grid computing. These systems are composed of technical and human constituents that interact with each other in an open environment. Heterogeneity, large scale, and uncertainty in the behaviour of the constituents and the environment are the rule rather than the exception. Ensuring the trustworthiness of such systems allows their technical constituents to interact with each other in a reliable, secure, and predictable way while their human users are able to understand and control them. "Trustworthy Open Self-Organising Systems" contains a wealth of knowledge, from trustworthy self-organisation mechanisms, to trust models, methods to measure a user's trust in a system, a discussion of social concepts beyond trust, and insights into the impact open self-organising systems will have on society.

Author : Frank Hannig
Publisher : Springer
ISBN 13 : 3319306952
Total Pages : 402 pages
Book Rating : 4.57/5 ( download)

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Download or read book Architecture of Computing Systems -- ARCS 2016 written by Frank Hannig and published by Springer. This book was released on 2016-03-24 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 29th International Conference on Architecture of Computing Systems, ARCS 2016, held in Nuremberg, Germany, in April 2016. The 29 full papers presented in this volume were carefully reviewed and selected from 87 submissions. They were organized in topical sections named: configurable and in-memory accelerators; network-on-chip and secure computing architectures; cache architectures and protocols; mapping of applications on heterogeneous architectures and real-time tasks on multiprocessors; all about time: timing, tracing, and performance modeling; approximate and energy-efficient computing; allocation: from memories to FPGA hardware modules; organic computing systems; and reliability aspects in NoCs, caches, and GPUs.

Author : Ngoc Thanh Nguyen
Publisher : Springer
ISBN 13 : 3319783017
Total Pages : 275 pages
Book Rating : 4.17/5 ( download)

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Download or read book Transactions on Computational Collective Intelligence XXVIII written by Ngoc Thanh Nguyen and published by Springer. This book was released on 2018-05-01 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: These transactions publish research in computer-based methods of computational collective intelligence (CCI) and their applications in a wide range of fields such as the semantic Web, social networks, and multi-agent systems. TCCI strives to cover new methodological, theoretical and practical aspects of CCI understood as the form of intelligence that emerges from the collaboration and competition of many individuals (artificial and/or natural). The application of multiple computational intelligence technologies, such as fuzzy systems, evolutionary computation, neural systems, consensus theory, etc., aims to support human and other collective intelligence and to create new forms of CCI in natural and/or artificial systems. This twenty-eight issue is a special issue with 11 selected papers from the International Conference on Agents and Artificial Intelligence, ICAART 2016 and 2017 editions.