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Soft Error Reliability Using Virtual Platforms

Soft Error Reliability Using Virtual Platforms Early Evaluation of Multicore Systems

Hardback (03 Nov 2020)

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Publisher's Synopsis

This book describes the benefits and drawbacks inherent in the use of virtual platforms (VPs) to perform fast and early soft error assessment of multicore systems. The authors show that VPs provide engineers with appropriate means to investigate new and more efficient fault injection and mitigation techniques. Coverage also includes the use of machine learning techniques (e.g., linear regression) to speed-up the soft error evaluation process by pinpointing parameters (e.g., architectural) with the most substantial impact on the software stack dependability.  This book provides valuable information and insight through more than 3 million individual scenarios and 2 million simulation-hours. Further, this book explores machine learning techniques usage to navigate large fault injection datasets.

Book information

ISBN: 9783030557034
Publisher: Springer International Publishing
Imprint: Springer
Pub date:
Language: English
Number of pages: 136
Weight: 454g
Height: 235mm
Width: 155mm
Spine width: 10mm