Publications – Institute of Systems Engineering

Ding, AY, Aral, A & Rellermeyer, J 2025, Messages from EdgeSys 25 Chairs. in EdgeSys 2025 - Proceedings of the 8th International Workshop on Edge Systems, Analytics and Networking: Part of: EuroSys 2025. pp. II, 8th International Workshop on Edge Systems, Analytics and Networking, EdgeSys 2025, Rotterdam, Netherlands, 31 Mar 2025.

Peltonen, E, Bayhan, S, Bermbach, D, Buschjager, S, Degeler, V, Ding, AY, Incel, OD, Katare, D, Kjargaard, MB, Leroux, S, Mahmoodi, T, Mann, ZA, Meratnia, N, Pimentel, AD, Rellermeyer, JS, Riviere, E, Sapra, D, Solmaz, G & van der Waaij, B 2025, 'Rethinking Computing Systems in the Era of Climate Crisis: A Call for a Sustainable Computing Continuum', IEEE Internet computing, vol. 29, no. 2, pp. 8-18. https://doi.org/10.1109/MIC.2025.3566642

Poenaru-Olaru, L, Miranda da Cruz, L, Rellermeyer, JS & van Deursen, A 2025, Improving the Reliability of Failure Prediction Models through Concept Drift Monitoring. in Proceedings - 2025 IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, DeepTest 2025. Institute of Electrical and Electronics Engineers Inc., pp. 1-8, 2025 IEEE/ACM International Workshop on Deep Learning for Testing and Testing for Deep Learning, DeepTest 2025, Ottawa, Ontario, Canada, 3 May 2025. https://doi.org/10.1109/DeepTest66595.2025.00006

Poenaru-Olaru, L, Sallou, J, Miranda da Cruz, L, Rellermeyer, JS & Van Deursen, A 2025, Sustainable Machine Learning Retraining: Optimizing Energy Efficiency Without Compromising Accuracy. in Proceedings - 2025 11th International Conference on ICT for Sustainability, ICT4S 2025. Institute of Electrical and Electronics Engineers Inc., pp. 100-111, 11th International Conference on ICT for Sustainability, ICT4S 2025, Dublin, Ireland, 9 Jun 2025. https://doi.org/10.1109/ICT4S68164.2025.00019, https://doi.org/10.48550/arXiv.2506.13838

Guran, N, Knauf, F, Ngo, HMM, Petrescu, S & Rellermeyer, JS 2024 'Towards a Middleware for Large Language Models' CoRR. https://doi.org/10.48550/arXiv.2411.14513

Kratochvila, L, de Jong, G, Arkesteijn, M, Bilik, S, Zemcík, T, Horák, K & Rellermeyer, JS 2024 'Multi-Unit Floor Plan Recognition and Reconstruction Using Improved Semantic Segmentation of Raster-Wise Floor Plans.'. https://doi.org/10.48550/arXiv.2408.01526

Peltonen, E, Hyrynsalmi, S, Wagner, I, Rellermeyer, JS & Mohan, N (eds) 2024, Proceedings of the 14th International Conference on the Internet of Things, IoT 2024, Oulu, Finland, November 19-22, 2024. ACM DL. https://doi.org/10.1145/3703790

Petrescu, S, Martinez, DA & Rellermeyer, JS 2024, Toward Competitive Serverless Deep Learning. in DICG 2023: MIDDLEWARE 2023Proceedings of the 2023 4th International Workshop on Distributed Infrastructure for Common Good, Part of. Association for Computing Machinery, Inc, pp. 7-12, 4th International Workshop on Distributed Infrastructure for Common Good, DICG 2023, Bologna, Italy, 11 Dec 2023. https://doi.org/10.1145/3631310.3633489

Poenaru-Olaru, L, Karpova, N, Miranda da Cruz, L, Rellermeyer, JS & Deursen, AV 2024, Is Your Anomaly Detector Ready for Change? Adapting AIOps Solutions to the Real World. in Proceedings - 2024 IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI, CAIN 2024: Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI. ACM DL, pp. 222-233, CAIN 2024, Lisbon, Portugal, 14 Apr 2024. https://doi.org/10.1145/3644815.3644961

Poenaru-Olaru, L, Karpova, N, Miranda da Cruz, L, Rellermeyer, JS & Deursen, AV 2024, Maintenance Techniques for Anomaly Detection AIOps Solutions. in CAIN '24: Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering - Software Engineering for AI. pp. 222 - 233. https://doi.org/10.1145/3644815.364496, https://doi.org/10.48550/arXiv.2311.10421

Poenaru-Olaru, L, Miranda da Cruz, L, Rellermeyer, JS & Deursen, AV 2024 'McUDI: Model-Centric Unsupervised Degradation Indicator for Failure Prediction AIOps Solutions' CoRR. https://doi.org/10.48550/arXiv.2401.14093

Weng, W, Uta, A & Rellermeyer, JS 2024, Brug: An Adaptive Memory (Re-)Allocator. in Proceedings : 2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2024. IEEE International Symposium on Cluster, Cloud and Internet Computing, Institute of Electrical and Electronics Engineers Inc., pp. 67-76, 24th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2024, Philadelphia, United States, 6 May 2024. https://doi.org/10.1109/CCGrid59990.2024.00017

Hasenoot, JA, Rellermeyer, JS & Uta, A 2023, The Performance of Distributed Applications: A Traffic Shaping Perspective. in ICPE 2023 - Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering. Association for Computing Machinery, Inc, pp. 207-220, 14th Annual ACM/SPEC International Conference on Performance Engineering, ICPE 2023, Coimbra, Portugal, 15 Apr 2023. https://doi.org/10.1145/3578244.3583733

Oudejans, D, Zorin, A & Rellermeyer, JS 2023, QOMPLIANCE: Declarative Data-Centric Policy Compliance. in Proceedings of the 2023 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2023. Institute of Electrical and Electronics Engineers Inc., 2023 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2023, Nadi, Fiji, 4 Dec 2023. https://doi.org/10.1109/CSDE59766.2023.10487688

Petrescu, S, Den Hengst, F, Uta, A & Rellermeyer, JS 2023, Log Parsing Evaluation in the Era of Modern Software Systems. in Proceedings : 2023 IEEE 34th International Symposium on Software Reliability Engineering, ISSRE 2023. Proceedings - International Symposium on Software Reliability Engineering, ISSRE, IEEE Computer Society, pp. 379-390, 34th IEEE International Symposium on Software Reliability Engineering, ISSRE 2023, Florence, Italy, 9 Oct 2023. https://doi.org/10.48550/arXiv.2308.09003, https://doi.org/10.1109/ISSRE59848.2023.00019

Poenaru-Olaru, L, Miranda da Cruz, L, Rellermeyer, JS & Van Deursen, A 2023, Maintaining and Monitoring AIOps Models Against Concept Drift. in 2023 IEEE/ACM 2nd International Conference on AI Engineering – Software Engineering for AI (CAIN). Institute of Electrical and Electronics Engineers Inc., pp. 98-99, 2nd IEEE/ACM International Conference on AI Engineering - Software Engineering for AI, CAIN 2023, Melbourne, Australia, 15 May 2023. https://doi.org/10.1109/CAIN58948.2023.00024

Poenaru-Olaru, L, Sallou, J, Miranda da Cruz, L, Rellermeyer, JS & Deursen, AV 2023, Retrain AI Systems Responsibly! Use Sustainable Concept Drift Adaptation Techniques. in 2023 IEEE/ACM 7th International Workshop on Green And Sustainable Software, GREENS 2023. pp. 17-18. https://doi.org/10.1109/greens59328.2023.00009

Ding, AY, Peltonen, E, Meuser, T, Aral, A, Becker, C, Dustdar, S, Hiessl, T, Kranzlmüller, D, Liyanage, M, Maghsudi, S, Mohan, N, Ott, J, Rellermeyer, JS, Schulte, S, Schulzrinne, H, Solmaz, G, Tarkoma, S, Varghese, B & Wolf, L 2022, 'Roadmap for edge AI: A Dagstuhl Perspective', Computer communication review, vol. 52, no. 1, pp. 28-33. https://doi.org/10.1145/3523230.3523235

Iosup, A, Kuipers, F, Varbanescu, AL, Grosso, P, Trivedi, A, Rellermeyer, JS, Wang, L, Uta, A & Regazzoni, F 2022 'Future Computer Systems and Networking Research in the Netherlands: A Manifesto'. https://doi.org/10.48550/arXiv.2206.03259

Poenaru-Olaru, L, Miranda da Cruz, L, Van Deursen, A & Rellermeyer, JS 2022, Are Concept Drift Detectors Reliable Alarming Systems? - A Comparative Study. in S Tsumoto, Y Ohsawa, L Chen, D Van den Poel, X Hu, Y Motomura, T Takagi, L Wu, Y Xie, A Abe & V Raghavan (eds), Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Institute of Electrical and Electronics Engineers Inc., pp. 3364-3373, 2022 IEEE International Conference on Big Data, Big Data 2022, Osaka, Japan, 17 Dec 2022. https://doi.org/10.48550/arXiv.2211.13098, https://doi.org/10.1109/BigData55660.2022.10020292