Spatial Support Vector Regression to Detect Silent Errors in the Exascale Era

Keyphrases

• Spatial Support 100%
• Least Squares Support Vector Regression (LSSVR) 100%
• Silent Data Corruption 100%
• High-performance Computing Application 100%
• Exascale 100%
• Silent Errors 100%
• Detection Efficiency 66%
• Memory Overhead 66%
• Detection Performance 33%
• Error Bound 33%
• State-of-the-art Techniques 33%
• Detection Sensitivity 33%
• Training Data 33%
• False Positive Rate 33%
• Detection Range 33%
• Corrupt 33%
• Low Memory 33%
• Power Budget 33%
• High Performance Computing Systems 33%
• Performance Overhead 33%
• Energy Budget 33%
• Low Performance 33%
• Data Value 33%
• Enhanced Capacity 33%

Computer Science

• Support Vector Regression 100%
• Spatial Support 100%
• Data Corruption 100%
• High Performance Computing Application 100%
• High-Performance Computing 33%
• Training Data 33%
• Support Vector Machine 33%
• Lower Performance 33%
• Data-Value 33%
• False Positive Rate 33%