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Book 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 details

Book category Books in German Naturwissenschaften, Medizin, Informatik, Technik Technik Bau- und Umwelttechnik

• Full title: Soft Error Reliability Using Virtual Platforms
• Author: Ricardo Reis, Luciano Ost
• Language: English
• Binding: Hardback
• Number of pages: 136
• EAN: 9783030557034
• ISBN: 3030557030
• ID: 33367530
• Publisher: Springer Nature Switzerland AG
• Weight: 454 g
• Dimensions: 235 × 155 × 14 mm
• Date of publishing: 03. November 2020

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