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

• Κύριοι συγγραφείς: Rahimi, Abbas (Συγγραφέας), Benini, Luca (Συγγραφέας), Gupta, Rajesh K. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Θέματα: Engineering.; Logic design.; Microprocessors.; Electronic circuits.; Circuits and Systems.; Processor Architectures.; Logic Design.

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...

Πίνακας περιεχομένων:

• 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.