GLAIVE: Graph Learning Assisted Instruction Vulnerability Estimation
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE)(2021)
摘要
Due to the continuous technology scaling and lowering of operating voltages, modern computer systems are highly vulnerable to soft errors induced by the high-energy particles. Soft errors can corrupt program outputs leading to silent data corruption or a Crash. To protect computer systems against such failures, architects need to precisely and quickly identify vulnerable program instructions that ...
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关键词
Fault diagnosis,Estimation error,Analytical models,Machine learning algorithms,Static analysis,Benchmark testing,Computer crashes
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