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Prof. Dr.  Jan Simon Rellermeyer

https://orcid.org/0000-0003-3791-7114
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Publications

  1. 2024
  2. Published

    Brug: An Adaptive Memory (Re-)Allocator

    Weng, W., Uta, A. & Rellermeyer, J. S., 8 Oct 2024, Proceedings : 2024 IEEE 24th International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2024. Institute of Electrical and Electronics Engineers Inc., p. 67-76 10 p. (IEEE International Symposium on Cluster, Cloud and Internet Computing).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  3. Published

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

    Poenaru-Olaru, L., Karpova, N., Miranda da Cruz, L., Rellermeyer, J. S. & Deursen, A. V., 11 Jun 2024, 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. p. 222-233 12 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  4. Published

    Toward Competitive Serverless Deep Learning

    Petrescu, S., Martinez, D. A. & Rellermeyer, J. S., 19 Jan 2024, DICG 2023: MIDDLEWARE 2023Proceedings of the 2023 4th International Workshop on Distributed Infrastructure for Common Good, Part of. p. 7-12 6 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  5. E-pub ahead of print

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

    Poenaru-Olaru, L., Miranda da Cruz, L., Rellermeyer, J. S. & Deursen, A. V., 2024, (E-pub ahead of print) (CoRR).

    Research output: Working paper/Preprint › Preprint

  6. 2023
  7. Published

    The Performance of Distributed Applications: A Traffic Shaping Perspective

    Hasenoot, J. A., Rellermeyer, J. S. & Uta, A., 15 Apr 2023, ICPE 2023 - Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering. p. 207-220 14 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  8. Published

    Log Parsing Evaluation in the Era of Modern Software Systems

    Petrescu, S., Den Hengst, F., Uta, A. & Rellermeyer, J. S., 2023, Proceedings : 2023 IEEE 34th International Symposium on Software Reliability Engineering, ISSRE 2023. IEEE Computer Society, p. 379-390 12 p. (Proceedings - International Symposium on Software Reliability Engineering, ISSRE).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  9. Published

    Maintaining and Monitoring AIOps Models Against Concept Drift

    Poenaru-Olaru, L., Miranda da Cruz, L., Rellermeyer, J. S. & Van Deursen, A., 2023, 2023 IEEE/ACM 2nd International Conference on AI Engineering – Software Engineering for AI (CAIN). Institute of Electrical and Electronics Engineers Inc., p. 98-99 2 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  10. E-pub ahead of print

    Maintenance Techniques for Anomaly Detection AIOps Solutions.

    Poenaru-Olaru, L., Karpova, N., Miranda da Cruz, L., Rellermeyer, J. S. & Deursen, A. V., 2023, (E-pub ahead of print).

    Research output: Working paper/Preprint › Preprint

  11. Published

    QOMPLIANCE: Declarative Data-Centric Policy Compliance

    Oudejans, D., Zorin, A. & Rellermeyer, J. S., 2023, Proceedings of the 2023 IEEE Asia-Pacific Conference on Computer Science and Data Engineering, CSDE 2023. Institute of Electrical and Electronics Engineers Inc.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  12. Published

    Retrain AI Systems Responsibly! Use Sustainable Concept Drift Adaptation Techniques

    Poenaru-Olaru, L., Sallou, J., Miranda da Cruz, L., Rellermeyer, J. S. & Deursen, A. V., 2023, 2023 IEEE/ACM 7th International Workshop on Green And Sustainable Software, GREENS 2023. p. 17-18 2 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  13. 2022
  14. Published

    Roadmap for edge AI: A Dagstuhl Perspective

    Ding, A. Y., Peltonen, E., Meuser, T., Aral, A., Becker, C., Dustdar, S., Hiessl, T., Kranzlmüller, D., Liyanage, M., Maghsudi, S., Mohan, N., Ott, J., Rellermeyer, J. S., Schulte, S., Schulzrinne, H., Solmaz, G., Tarkoma, S., Varghese, B. & Wolf, L., 1 Mar 2022, In: Computer communication review. 52, 1, p. 28-33 6 p.

    Research output: Contribution to journal › Article › Research › peer review

  15. Published

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

    Poenaru-Olaru, L., Miranda da Cruz, L., Van Deursen, A. & Rellermeyer, J. S., 2022, Proceedings - 2022 IEEE International Conference on Big Data, Big Data 2022. Tsumoto, S., Ohsawa, Y., Chen, L., Van den Poel, D., Hu, X., Motomura, Y., Takagi, T., Wu, L., Xie, Y., Abe, A. & Raghavan, V. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3364-3373 10 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  16. E-pub ahead of print

    Future Computer Systems and Networking Research in the Netherlands: A Manifesto

    Iosup, A., Kuipers, F., Varbanescu, A. L., Grosso, P., Trivedi, A., Rellermeyer, J. S., Wang, L., Uta, A. & Regazzoni, F., 2022, (E-pub ahead of print).

    Research output: Working paper/Preprint › Preprint

  17. In-Memory Indexed Caching for Distributed Data Processing

    Uta, A., Ghit, B., Dave, A., Rellermeyer, J. & Boncz, P., 2022, Proceedings - 2022 IEEE 36th International Parallel and Distributed Processing Symposium, IPDPS 2022. Institute of Electrical and Electronics Engineers Inc., p. 104-114 11 p. (Proceedings - 2022 IEEE 36th International Parallel and Distributed Processing Symposium, IPDPS 2022).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  18. 2021

  19. SGD_Tucker: A Novel Stochastic Optimization Strategy for Parallel Sparse Tucker Decomposition

    Li, H., Li, Z., Li, K., Rellermeyer, J., Chen, L. & Li, K., 1 Jan 2021, In: IEEE Transactions on Parallel and Distributed Systems. 32, 7, p. 1828-1841 14 p., 9309187.

    Research output: Contribution to journal › Article › Research › peer review

  20. A Fresh Look at the Architecture and Performance of Contemporary Isolation Platforms

    van Rijn, V. J. & Rellermeyer, J., 2021, Proceedings of the 22nd ACM/IFIP International Middleware Conference.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  21. Systematic Mapping Study on the Machine Learning Lifecycle

    Xie, Y., Miranda da Cruz, L., Heck, P. & Rellermeyer, J., 2021, Proceedings - 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI, WAIN 2021. p. 70-73 4 p. 9474380

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  22. 2020

  23. A Survey on Distributed Machine Learning

    Verbraeken, J., Wolting, M., Katzy, J., Kloppenburg, J., Verbelen, T. & Rellermeyer, J., 20 Mar 2020, In: ACM Computing Surveys (CSUR). 53, 2, 3377454.

    Research output: Contribution to journal › Review article › Research › peer review

  24. Is Big Data Performance Reproducible in Modern Cloud Networks?

    Uta, A., Custura, A., Duplyakin, D., Jimenez, I., Rellermeyer, J., Maltzahn, C., Ricci, R. & Iosup, A., 25 Feb 2020, Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2020. p. 513-527 15 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  25. 2019

  26. Self-adaptive Executors for Big Data Processing

    Omranian Khorasani, S., Rellermeyer, J. & Epema, D., 13 Sept 2019, Middleware 2019 - Proceedings of the 2019 20th International Middleware Conference. Association for Computing Machinery (ACM), p. 176-188 13 p. (Proceedings of the 20th International Middleware Conference).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

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