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ASPLOS2022顶会

CirFix: automatically repairing defects in hardware design code

Hammad Ahmad, Yu Huang, Westley Weimer

2022年份
23被引次数
3顶会引用

摘要

This paper presents CirFix, a framework for automatically repairing defects in hardware designs implemented in languages like Verilog. We propose a novel fault localization approach based on assignments to wires and registers, and a fitness function tailored to the hardware domain to bridge the gap between software-level automated program repair and hardware descriptions. We also present a benchmark suite of 32 defect scenarios corresponding to a variety of hardware projects. Overall, CirFix produces plausible repairs for 21/32 and correct repairs for 16/32 of the defect scenarios. This repair rate is comparable to that of successful program repair approaches for software, indicating CirFix is effective at bringing over the benefits of automated program repair to the hardware domain for the first time.

• Hardware → High-level and register-transfer level synthesis; Bug fixing (hardware); • Software and its engineering → Search-based software engineering.

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