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Publications

  1. 2024
  2. 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 proceedingConference contributionResearchpeer review

  3. 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 proceedingConference contributionResearchpeer review

  4. 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/PreprintPreprint

  5. 2023
  6. 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 proceedingConference contributionResearchpeer review

  7. 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 proceedingConference contributionResearchpeer review

  8. 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 proceedingConference contributionResearchpeer review

  9. 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/PreprintPreprint

  10. 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 proceedingConference contributionResearchpeer review

  11. 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 proceedingConference contributionResearchpeer review

  12. 2022
  13. 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 journalArticleResearchpeer review

  14. 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 proceedingConference contributionResearchpeer review

  15. 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/PreprintPreprint

  16. 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 proceedingConference contributionResearchpeer review

  17. 2021
  18. 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 journalArticleResearchpeer review

  19. 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 proceedingConference contributionResearchpeer review

  20. 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 proceedingConference contributionResearchpeer review

  21. 2020
  22. 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 journalReview articleResearchpeer review

  23. 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 proceedingConference contributionResearchpeer review

  24. 2019
  25. 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 proceedingConference contributionResearchpeer review

  26. Published

    Automatic seeding of an application programming interface (api) into a conversational interface

    Kashyap, S., Rellermeyer, J. S., Rozner, E. & Schaub, J. D., 20 Jun 2019, IPC No. G06F17/30684, G06F16/3344, G06N20/00, G06N99/005, Patent No. US20190188317A1, 15 Dec 2017, Priority date 15 Dec 2017, Priority No. US15/843,119

    Research output: Patent

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