Lorena Poenaru-Olaru

According to our database, Lorena Poenaru-Olaru authored at least 8 papers between 2021 and 2024.

Collaborative distances:

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

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