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rodrigues g approximate computing its impact accuracy 2022

Type:: E-books
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Uploaded On:: Nov. 21, 2022, 10:40 a.m.
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Textbook in PDF format 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. Acronyms Motivation and Introduction Embedded Systems and Approximation Safety-critical Systems Fault Tolerance This Book An Introduction to the Approximate Computing Paradigm Quality Metrics Approximation Methods Types of Approximation Technological Implementations Radiation Effects and Evaluation Methodologies Radiation Effects on Digital Devices Radiation Environment Radiation Effects Single Event Effects (SEE) Total Ionizing Dose (TID) Displacement Damage (DD) Radiation-Induced Soft Errors in Zynq- FPGA Methodologies for Testing and Assessing Electronic and Computing Systems Fault Tolerance Metrics Onboard Fault Injection Emulation on FPGA Onboard Fault Injection Emulation on Embedded Processor Fault Injection Simulation Laser Fault Injection Fault Tolerance and Approximation in Practice Embedded Systems Fault Tolerance Fault Tolerance Reliability of Parallel Embedded Software on Multicore Processors Parallel Fault Tolerance Approximate Computing and Fault Tolerance Approximation Methods Data Precision Reduction Successive Approximation Taylor Series Approximation Approximate Fault Tolerance: Discussion and Motivations Approximate Triple Modular Redundancy (ATMR) Hardware ATMR Based on Data Precision Approximation Software ATMR Based on Successive Approximation and Loop-Perforation Parallel Software ATMR Based on Function Skipping Parallel Approximate Error Detection (PAED) Experimental Analysis and Discussion Approximation Methods Taylor Series Approximation Successive Approximation and Loop-Perforation Behavior and Application Evaluation on Operating Systems Hardware ATMR Random Accumulated Fault Injection Exhaustive Fault Injection Software ATMR PAED Final Conclusions and Remarks Approximate Computing Safety-Critical Systems, Reliability, and Approximate Fault Tolerance Experimental Results

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Rodrigues G. Approximate Computing and its Impact on Accuracy,...2022.pdf 3.7 MB
Bosio A. Approximate Computing Techniques...2022.pdf 15.1 MB
Liu W., Lombardi F. Approximate Computing 2022.pdf 20.5 MB

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rodrigues g approximate computing its impact accuracy 2022