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From Variability Tolerance to Approximate Computing in Parallel Integrated Architectures and Accelerators

This book focuses on computing devices and their design at various levels to combat variability. The authors provide a review of key concepts with particular emphasis on timing errors caused by various variability sources. They discuss methods to predict and prevent, detect and correct, and finally...

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Detaylı Bibliyografya
Asıl Yazarlar: Rahimi, Abbas (Yazar), Benini, Luca (Yazar), Gupta, Rajesh K. (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Cham : Springer International Publishing : 2017.
Imprint: Springer,
Edisyon:1st ed. 2017.
Konular:
Online Erişim:Full-text access
İçindekiler:
  • Introduction
  • Part 1. Predicting and Preventing Errors
  • Instruction-Level Tolerance
  • Sequence-Level Tolerance
  • Procedure-Level Tolerance
  • Kernel-Level Tolerance
  • Hierarchically Focused Guardbanding
  • Part 2. Detecting and Correcting Errors
  • Work-Unit Tolerance
  • Memristive-Based Associative Memory for Error Recovery
  • Part 3. Accepting Errors
  • Accuracy-Configurable OpenMP
  • An Approximation Workflow for Exploiting Data-Level Parallelism in FPGA Acceleration
  • Memristive-Based Associative Memory for Approximate Computational Reuse
  • Spatial and Temporal Memoization
  • Outlook.