9d1827dc5f75b9d65d80e25eb862e676-AuthorFeedback.pdf

Webelievethe novelty of our system is in how we combine multiple techniques from systems and ML into anew4 state-of-the-art (SOTA) solution as shown empirically. Performance anomalies in some applications do not occur for all test cases. Amongst these, data collection and inference time are overheads added by AutoPerf.42 Moreover,these types ofbugscanbenotoriously46 challenging to detect and root-cause, even for expert programmers, and their negative impact can be catastrophic.47