Machine Learning in Compiler Optimization
Sign Up to like & getrecommendations! Published in 2018 at "Proceedings of the IEEE"
DOI: 10.1109/jproc.2018.2817118
Abstract: In the last decade, machine-learning-based compilation has moved from an obscure research niche to a mainstream activity. In this paper, we describe the relationship between machine learning and compiler optimization and introduce the main concepts… read more here.
Keywords: machine; research; machine learning; compiler optimization ... See more keywords
Register File Criticality and Compiler Optimization Effects on Embedded Microprocessor Reliability
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Nuclear Science"
DOI: 10.1109/tns.2017.2705150
Abstract: In this paper, we investigate the impact of register file errors in modern embedded microprocessors reliability through fault-injection and heavy-ion experiments. Additionally, we evaluate how different levels of compiler optimization modify the usage and failure… read more here.
Keywords: compiler optimization; reliability; optimization; register file ... See more keywords
LocSeq: Automated Localization for Compiler Optimization Sequence Bugs of LLVM
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Reliability"
DOI: 10.1109/tr.2022.3165378
Abstract: Compiler bugs may be triggered when programs are optimized with optimization sequences. However, diagnosing compiler optimization sequence bugs is difficult due to limited debugging information. Although some techniques (e.g., DiWi and RecBi) have been proposed… read more here.
Keywords: optimization sequence; sequence bugs; optimization; compiler optimization ... See more keywords