Lorena Poenaru-Olaru

According to our database, Lorena Poenaru-Olaru authored at least 11 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Prepared for the Unknown: Adapting AIOps Capacity Forecasting Models to Data Changes.

Lorena Poenaru-Olaru, Wouter van 't Hof, Adrian Stando, Arkadiusz P. Trawinski, Eileen Kapel, Jan S. Rellermeyer, Luis Cruz, Arie van Deursen

CoRR, October, 2025

Sustainable Machine Learning Retraining: Optimizing Energy Efficiency Without Compromising Accuracy.

Lorena Poenaru-Olaru, June Sallou, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen

Proceedings of the 11th International Conference on ICT for Sustainability, 2025

Improving the Reliability of Failure Prediction Models through Concept Drift Monitoring.

Lorena Poenaru-Olaru, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen

Proceedings of the IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, 2025

2024

McUDI: Model-Centric Unsupervised Degradation Indicator for Failure Prediction AIOps Solutions.

Lorena Poenaru-Olaru, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen

CoRR, 2024

Is Your Anomaly Detector Ready for Change? Adapting AIOps Solutions to the Real World.

Lorena Poenaru-Olaru, Natalia Karpova, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen

Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering, 2024

2023

Maintenance Techniques for Anomaly Detection AIOps Solutions.

Lorena Poenaru-Olaru, Natalia Karpova, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen

CoRR, 2023

Retrain AI Systems Responsibly! Use Sustainable Concept Drift Adaptation Techniques.

Lorena Poenaru-Olaru, June Sallou, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen

Proceedings of the 7th IEEE/ACM International Workshop on Green And Sustainable Software, 2023

Maintaining and Monitoring AIOps Models Against Concept Drift.

Lorena Poenaru-Olaru, Luis Cruz, Jan S. Rellermeyer, Arie van Deursen

Proceedings of the 2nd IEEE/ACM International Conference on AI Engineering, 2023

2022

Are Concept Drift Detectors Reliable Alarming Systems? - A Comparative Study.

Lorena Poenaru-Olaru, Luis Cruz, Arie van Deursen, Jan S. Rellermeyer

Proceedings of the IEEE International Conference on Big Data, 2022

2021

AutoML: towards automation of machine learning systems maintainability.

Lorena Poenaru-Olaru

Proceedings of the Middleware 2021: Proceedings of the 22nd International Middleware Conference: Doctoral Symposium, 2021

Default Prediction Using Network Based Features.

Lorena Poenaru-Olaru, Judith Redi, Arthur Hovanesyan, Huijuan Wang

Proceedings of the Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30, 2021