Lorena Poenaru-Olaru

14 papers A 1B 3Journal 5Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Improving the Reliability of Failure Prediction Models through Concept Drift Monitoring.
DeepTest
Lorena Poenaru-Olaru, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen
2025 A conf
Prepared for the Unknown: Adapting AIOps Capacity Forecasting Models to Data Changes.
ISSRE
Lorena Poenaru-Olaru, Wouter van 't Hof, Adrian Stando, Arkadiusz P. Trawinski, Eileen Kapel, Jan S. Rellermeyer, Luis Cruz, Arie van Deursen
2025 J jnl
Prepared for the Unknown: Adapting AIOps Capacity Forecasting Models to Data Changes.
CoRR
Lorena Poenaru-Olaru, Wouter van 't Hof, Adrian Stando, Arkadiusz P. Trawinski, Eileen Kapel, Jan S. Rellermeyer, Luis Cruz, Arie van Deursen
2025 — conf
Sustainable Machine Learning Retraining: Optimizing Energy Efficiency Without Compromising Accuracy.
ICT4S
Lorena Poenaru-Olaru, June Sallou, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen
2025 J jnl
Sustainable Machine Learning Retraining: Optimizing Energy Efficiency Without Compromising Accuracy.
CoRR
Lorena Poenaru-Olaru, June Sallou, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen
2024 B conf
Is Your Anomaly Detector Ready for Change? Adapting AIOps Solutions to the Real World.
CAIN
Lorena Poenaru-Olaru, Natalia Karpova, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen
2024 J jnl
McUDI: Model-Centric Unsupervised Degradation Indicator for Failure Prediction AIOps Solutions.
CoRR
Lorena Poenaru-Olaru, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen
2023 B conf
Maintaining and Monitoring AIOps Models Against Concept Drift.
CAIN
Lorena Poenaru-Olaru, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen
2023 J jnl
Maintenance Techniques for Anomaly Detection AIOps Solutions.
CoRR
Lorena Poenaru-Olaru, Natalia Karpova, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen
2023 — conf
Retrain AI Systems Responsibly! Use Sustainable Concept Drift Adaptation Techniques.
GREENS@ICSE
Lorena Poenaru-Olaru, June Sallou, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen
2022 B conf
Are Concept Drift Detectors Reliable Alarming Systems? - A Comparative Study.
IEEE Big Data
Lorena Poenaru-Olaru, Luis Cruz, Arie van Deursen, Jan S. Rellermeyer
2022 J jnl
Are Concept Drift Detectors Reliable Alarming Systems? - A Comparative Study.
CoRR
Lorena Poenaru-Olaru, Luis Cruz, Arie van Deursen, Jan S. Rellermeyer
2021 — conf
AutoML: towards automation of machine learning systems maintainability.
Middleware Doctoral Symposium
Lorena Poenaru-Olaru
2021 — conf
Default Prediction Using Network Based Features.
COMPLEX NETWORKS
Lorena Poenaru-Olaru, Judith Redi, Arthur Hovanesyan, Huijuan Wang