2 papers
cs.SE2022
Learning to Learn to Predict Performance Regressions in Production at Meta
Moritz Beller, Hongyu Li, Vivek Nair +6
Catching and attributing code change-induced performance regressions in production is hard; predicting them beforehand, even harder. A primer on automatically learning to predict p…
cs.SE2021
KabOOM: Unsupervised Crash Categorization through Timeseries Fingerprinting
Edward Yao, Wes Dyer, Georgios Gousios
Modern mobile applications include instrumentation that sample internal application metrics at regular intervals. Following a crash, sample metrics are collected and can potentiall…