# PIRA: performance instrumentation refinement automation

> Research article (Proceedings of the 5th ACM SIGPLAN International Workshop on Artificial Intelligence and Empirical Methods for Software Engineering and Parallel Computing Systems, 2018) · cited 14× · AI/ML

**Wikidata**: [openalex:W2898541265](https://www.wikidata.org/wiki/openalex:W2898541265)  
**Source**: https://4ort.xyz/entity/pira-performance-instrumentation-refinement-automation