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Architectural Vulnerability Factor (AVF) is an important metric to evaluate microprocessor reliability. Mechanistic methods for modeling AVF may reveal how program and micro-architecture influence AVF. Based on the constraints of program parallelism and machine parallelism for a superscalar out-of-order processor, we propose a mechanistic model with mathematical descriptions for instruction flow, and infer the AVF formulas by modeling instruction occupancy. Comparing with prior mechanistic models, the key novelty of this model is that it expands more mechanisms that hardware and software parameters correlate with AVF. This provides sufficient quantitative analysis of the relationships between parameters and AVF. We demonstrate that the model can be used to perform reliability-aware design space exploration instantaneously. © 2016, International Society of Science and Applied Technologies. All rights reserved.
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年份: 2016
页码: 317-323
语种: 英文
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