Detail publikačního výsledku

Approximate Computing Architectures

HANIF, M.; MRÁZEK, V.; SHAFIQUE, M.

Originální název

Approximate Computing Architectures

Anglický název

Approximate Computing Architectures

Druh

Kapitola, resp. kapitoly v odborné knize

Originální abstrakt

Approximate computing is an emerging computing paradigm for improving the efficiency of error-tolerant applications. It allows designers to trade a negligible amount of accuracy for significant efficiency gains. This chapter provides an overview of approximate computing and how it can be exploited to offer improved efficiency while satisfying the user-defined accuracy/quality constraints. First, an overview of techniques for approximating arithmetic hardware modules is presented. Then, methodologies for efficient design space exploration of approximate modules and for building approximate accelerators are covered. Apart from hardware-level approximations, the chapter also discusses different software-level approximations and how they can be integrated with hardware approximations in a cross-layer design flow for building efficient systems.

Anglický abstrakt

Approximate computing is an emerging computing paradigm for improving the efficiency of error-tolerant applications. It allows designers to trade a negligible amount of accuracy for significant efficiency gains. This chapter provides an overview of approximate computing and how it can be exploited to offer improved efficiency while satisfying the user-defined accuracy/quality constraints. First, an overview of techniques for approximating arithmetic hardware modules is presented. Then, methodologies for efficient design space exploration of approximate modules and for building approximate accelerators are covered. Apart from hardware-level approximations, the chapter also discusses different software-level approximations and how they can be integrated with hardware approximations in a cross-layer design flow for building efficient systems.

Klíčová slova

approximate computing, cross-layer approximation, energy-efficient design

Klíčová slova v angličtině

approximate computing, cross-layer approximation, energy-efficient design

Autoři

HANIF, M.; MRÁZEK, V.; SHAFIQUE, M.

Rok RIV

2023

Vydáno

01.01.2022

Nakladatel

Springer Nature Singapore

Místo

Singapore

ISBN

978-981-1564-01-7

Kniha

Handbook of Computer Architecture

Edice

Handbook of Computer Architecture

Strany od

1

Strany do

41

Strany počet

41

URL

https://www.fit.vut.cz/research/publication/12568/

BibTex

@inbook{BUT175818,
  author="HANIF, M. and MRÁZEK, V. and SHAFIQUE, M.",
  title="Approximate Computing Architectures",
  booktitle="Handbook of Computer Architecture",
  year="2022",
  publisher="Springer Nature Singapore",
  address="Singapore",
  series="Handbook of Computer Architecture",
  pages="1--41",
  doi="10.1007/978-981-15-6401-7\{_}27-1",
  isbn="978-981-1564-01-7",
  url="https://www.fit.vut.cz/research/publication/12568/"
}

Dokumenty

978-981-15-6401-7_27-1