Self-aware computing systems [electronic resource] : an engineering approach / Peter R. Lewis, Marco Platzner, Bernhard Rinner, Jim Tørresen, Xin Yao, editors.
Lewis, Peter R. (Peter Richard), editor.; Platzner, Marco, editor.; Rinner, Bernhard, editor.; Torresen, Jim, 1964- editor.; Yao, Xin, 1962- editor.
2016
QA76
Available Online

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Details

Title
Self-aware computing systems [electronic resource] : an engineering approach / Peter R. Lewis, Marco Platzner, Bernhard Rinner, Jim Tørresen, Xin Yao, editors.
ISBN
9783319396750 (electronic book)
3319396757 (electronic book)
9783319396743
3319396749
DOI
https://doi.org/10.1007/978-3-319-39675-0
Published
Switzerland : Springer, 2016.
Language
English
Description
1 online resource (xxx, 324 pages) : illustrations.
Item Number
10.1007/978-3-319-39675-0 doi
Call Number
QA76
Dewey Decimal Classification
004.2/1
Summary
Taking inspiration from self-awareness in humans, this book introduces the new notion of computational self-awareness as a fundamental concept for designing and operating computing systems. The basic ability of such self-aware computing systems is to collect information about their state and progress, learning and maintaining models containing knowledge that enables them to reason about their behaviour. Self-aware computing systems will have the ability to utilise this knowledge to effectively and autonomously adapt and explain their behaviour, in changing conditions. This book addresses these fundamental concepts from an engineering perspective, aiming at developing primitives for building systems and applications. It will be of value to researchers, professionals and graduate students in computer science and engineering.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (SpringerLink, viewed August 5, 2016).
Added Author
Lewis, Peter R. (Peter Richard), editor.
Platzner, Marco, editor.
Rinner, Bernhard, editor.
Torresen, Jim, 1964- editor.
Yao, Xin, 1962- editor.
Series
Natural computing series.
Available in Other Form
Print version: 9783319396743
Linked Resources
Online Access
Record Appears in
Online Resources > Ebooks
All Resources
Self-aware Computing Introduction and Motivation
Self-awareness and Self-expression Inspiration from Psychology
Relationships to Other Concepts
Reference Architecture for Self-aware and Self-expressive Computing Systems
Design Patterns and Primitives Introduction of Components and Patterns for SACS
Knowledge Representation and Modelling Structures and Common Techniques for Self-Awareness and Self-Expression
Self-aware Compute Nodes
Self-Adaptive Hardware Acceleration on a Heterogeneous Cluster
Flexible Protocol Stacks
Middleware Support for Self-aware Computing Systems
Self-aware Hardware Acceleration of Financial Applications on a Heterogeneous Cluster
Self-aware Object Tracking in Multi-camera Networks
Self-awareness in Active Music Systems
Conclusions and Outlook
Glossary
References
Index.

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