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System-scenario-based design princip...

Catthoor, Francky.

System-scenario-based design principles and applications

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	System-scenario-based design principles and applicationsby Francky Catthoor ... [et al.].
其他作者:	Catthoor, Francky.
出版者:	Cham :Springer International Publishing :2020.
面頁冊數:	xi, 230 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Embedded computer systemsDesign and construction.
電子資源:	https://doi.org/10.1007/978-3-030-20343-6
ISBN:	9783030203436$q(electronic bk.)

System-scenario-based design principles and applications
System-scenario-based design principles and applications[electronic resource] /by Francky Catthoor ... [et al.]. - Cham :Springer International Publishing :2020. - xi, 230 p. :ill., digital ;24 cm.

Introduction -- System-scenario Design Flow and Methodology -- Control variable oriented System-scenario Techniques -- Data variable oriented System-scenario Techniques -- Application to processor architecture mapping -- Application to dependable system design -- Application to scenario-aware data flow analysis -- Application to manufacturing systems -- DVAFS applied to hierarchical neural network processing -- Other applications.

This book introduces a generic and systematic design-time/run-time methodology for handling the dynamic nature of modern embedded systems, without adding large safety margins in the design. The techniques introduced can be utilized on top of most existing static mapping methodologies to deal effectively with dynamism and to increase drastically their efficiency. This methodology is based on the concept of system scenarios, which group system behaviors that are similar from a multi-dimensional cost perspective, such as resource requirements, delay, and energy consumption. Readers will be enabled to design systems capable to adapt to current inputs, improving system quality and/or reducing cost, possibly learning on-the-fly during execution. Provides an effective solution to deal with dynamic system design Includes a broad survey of the state-of-the-art approaches in this domain Enables readers to design for substantial cost improvements (e.g. energy reductions), by exploiting system scenarios Demonstrates how the methodology has been applied effectively on various, real design problems in the embedded system context.

ISBN: 9783030203436$q(electronic bk.)

Standard No.: 10.1007/978-3-030-20343-6doiSubjects--Topical Terms:

242490
Embedded computer systems
--Design and construction.

LC Class. No.: TK7895.E42

Dewey Class. No.: 006.22

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505 0 $a Introduction -- System-scenario Design Flow and Methodology -- Control variable oriented System-scenario Techniques -- Data variable oriented System-scenario Techniques -- Application to processor architecture mapping -- Application to dependable system design -- Application to scenario-aware data flow analysis -- Application to manufacturing systems -- DVAFS applied to hierarchical neural network processing -- Other applications.
520 $a This book introduces a generic and systematic design-time/run-time methodology for handling the dynamic nature of modern embedded systems, without adding large safety margins in the design. The techniques introduced can be utilized on top of most existing static mapping methodologies to deal effectively with dynamism and to increase drastically their efficiency. This methodology is based on the concept of system scenarios, which group system behaviors that are similar from a multi-dimensional cost perspective, such as resource requirements, delay, and energy consumption. Readers will be enabled to design systems capable to adapt to current inputs, improving system quality and/or reducing cost, possibly learning on-the-fly during execution. Provides an effective solution to deal with dynamic system design Includes a broad survey of the state-of-the-art approaches in this domain Enables readers to design for substantial cost improvements (e.g. energy reductions), by exploiting system scenarios Demonstrates how the methodology has been applied effectively on various, real design problems in the embedded system context.
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