Approximate computing and its impact on accuracy, reliability and fault-tolerance

Author(s)

    • Rodrigues, Gennaro S.
    • Kastensmidt, Fernanda Lima
    • Bosio, Alberto

Bibliographic Information

Approximate computing and its impact on accuracy, reliability and fault-tolerance

Gennaro S. Rodrigues, Fernanda L. Kastensmidt, Alberto Bosio

(Synthesis lectures on engineering, science, and technology)(Synthesis collection of technology)

Springer, c2022

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Note

Includes bibliographical references

Description and Table of Contents

Description

This book introduces the concept of approximate computing for software and hardware designs and its impact on the reliability of embedded systems. It presents approximate computing methods and proposes approximate fault tolerance techniques applied to programmable hardware and embedded software to provide reliability at low computational costs. The book also presents fault tolerance techniques based on approximate computing, thus presenting how approximate computing can be applied to safety-critical systems.

Table of Contents

Introduction.- The Approximate Computing Paradigm.- Radiation Effects on Digital Devices.- Methodologies for Testing and Assessing Approximate Computing Systems.- Embedded Systems Fault Tolerance.- Conclusion.

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