Detecting Stimuli with Novel Temporal Patterns to Accelerate Functional Coverage Closure

June 19, 2024 Β· Declared Dead Β· πŸ› International Test Conference in Asia

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Authors Xuan Zheng, Tim Blackmore, James Buckingham, Kerstin Eder arXiv ID 2407.02510 Category cs.SE: Software Engineering Cross-listed cs.LG Citations 3 Venue International Test Conference in Asia Last Checked 4 months ago
Abstract
Novel test selectors have demonstrated their effectiveness in accelerating the closure of functional coverage for various industrial digital designs in simulation-based verification. The primary advantages of these test selectors include performance that is not impacted by coverage holes, straightforward implementation, and relatively low computational expense. However, the detection of stimuli with novel temporal patterns remains largely unexplored. This paper introduces two novel test selectors designed to identify such stimuli. The experiments reveal that both test selectors can accelerate the functional coverage for a commercial bus bridge, compared to random test selection. Specifically, one selector achieves a 26.9\% reduction in the number of simulated tests required to reach 98.5\% coverage, outperforming the savings achieved by two previously published test selectors by factors of 13 and 2.68, respectively.
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