Quality-of-Service Aware Design and Management of Embedded Mixed-Criticality Systems
Ranjbar, Behnaz.
Quality-of-Service Aware Design and Management of Embedded Mixed-Criticality Systems [electronic resource] / by Behnaz Ranjbar, Alireza Ejlali, Akash Kumar. - 1st ed. 2024. - XVIII, 194 p. 69 illus., 67 illus. in color. online resource.
Introduction -- Preliminaries and Literature Reviews -- Bounding Time in Mixed-Criticality Systems -- Safety- and Task-Drop-Aware Mixed-Criticality Task Scheduling -- Learning-Based Drop-Aware Mixed-Criticality Task Scheduling -- Fault-Tolerance and Power-Aware Multi-Core Mixed-Criticality System Design -- QoS- and Power-Aware Run-Time Scheduler for Multi-Core Mixed-Criticality Systems -- Conclusion.
This book addresses the challenges associated with efficient Mixed-Criticality (MC) system design. We focus on application analysis through execution time analysis and task scheduling analysis in order to execute more low-criticality tasks in the system, i.e., improving the Quality-of-Service (QoS), while guaranteeing the correct execution of high-criticality tasks. Further, this book addresses the challenge of enhancing QoS using parallelism in multi-processor hardware platforms. Provides an overview of the state-of-the-art in Mixed-Criticality research, related to Quality-of-Service improvement; Describes a novel theoretical approach to obtaining Worst-Case Execution Times (WCETs); Utilizes machine learning models and objective optimization techniques to improve the resource utilization and QoS. .
9783031389603
Electronic circuits.
Embedded computer systems.
Electronic circuit design.
Electronic Circuits and Systems.
Embedded Systems.
Electronics Design and Verification.
TK7867-7867.5
621.3815
Quality-of-Service Aware Design and Management of Embedded Mixed-Criticality Systems [electronic resource] / by Behnaz Ranjbar, Alireza Ejlali, Akash Kumar. - 1st ed. 2024. - XVIII, 194 p. 69 illus., 67 illus. in color. online resource.
Introduction -- Preliminaries and Literature Reviews -- Bounding Time in Mixed-Criticality Systems -- Safety- and Task-Drop-Aware Mixed-Criticality Task Scheduling -- Learning-Based Drop-Aware Mixed-Criticality Task Scheduling -- Fault-Tolerance and Power-Aware Multi-Core Mixed-Criticality System Design -- QoS- and Power-Aware Run-Time Scheduler for Multi-Core Mixed-Criticality Systems -- Conclusion.
This book addresses the challenges associated with efficient Mixed-Criticality (MC) system design. We focus on application analysis through execution time analysis and task scheduling analysis in order to execute more low-criticality tasks in the system, i.e., improving the Quality-of-Service (QoS), while guaranteeing the correct execution of high-criticality tasks. Further, this book addresses the challenge of enhancing QoS using parallelism in multi-processor hardware platforms. Provides an overview of the state-of-the-art in Mixed-Criticality research, related to Quality-of-Service improvement; Describes a novel theoretical approach to obtaining Worst-Case Execution Times (WCETs); Utilizes machine learning models and objective optimization techniques to improve the resource utilization and QoS. .
9783031389603
Electronic circuits.
Embedded computer systems.
Electronic circuit design.
Electronic Circuits and Systems.
Embedded Systems.
Electronics Design and Verification.
TK7867-7867.5
621.3815
