Self-aware Computing Systems

An Engineering Approach

AvPeter R. Lewis,Marco Platzner

Häftad, Engelska, 2018

Del i serien Natural Computing Series

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2018-04-22
Mått:155 x 235 x 20 mm
Vikt:540 g
Format:Häftad
Språk:Engelska
Serie:Natural Computing Series
Antal sidor:324
Förlag:Springer International Publishing AG
ISBN:9783319819372

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Människa – datorinteraktion inom Data och IT
Artificiell intelligens inom Data och IT

Recensioner i media

“This book describes Self-aware computing systems. … I recommend this book … . It is relatively well written and readable. All in all, I think it is a useful addition to a professional library, and I shall keep it around until a better one inevitably replaces it.” (Computing Reviews, September, 2017)

Innehållsförteckning

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.