2021
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- Jan, F., Min-Allah, N., & Düştegör, D. (2021). Iot based smart water quality monitoring: Recent techniques, trends and challenges for domestic applications. In Water (Switzerland) (Vol. 13, Number 13). https://doi.org/10.3390/w13131729
- Mezhoudi, N., Alghamdi, R., Aljunaid, R., Krichna, G., & Düştegör, D. (2021). Employability prediction: a survey of current approaches, research challenges and applications. Journal of Ambient Intelligence and Humanized Computing. https://doi.org/10.1007/s12652-021-03276-9
- Fiorini, L. (2021). Multi-Energy Management of Buildings in Smart Grids [PhD thesis, University of Groningen]. https://doi.org/https://doi.org/10.33612/diss.178373601">10.33612/diss.178373601
- Al-Saudi, K., Degeler, V., & Medema, M. (2021). Energy Consumption Patterns and Load Forecasting with Profiled CNN-LSTM Networks. Processes, 9(11). https://doi.org/10.3390/pr9111870
- Li, X., Zhang, Z., Wu, D., Medema, M., & Lazovik, A. (2021). A multi-robot allocation model for multi-object based on Global Optimal Evaluation of Revenue. International Journal of Advanced Robotic Systems, 18(6). https://doi.org/https://doi.org/10.1177/17298814211060650">10.1177/17298814211060650
- Albers, T., Lazovik, E., Yousefi, M. H. N., & Lazovik, A. (2021). Adaptive On-the-fly Changes in Distributed Processing Pipelines. Frontiers in Big Data, 79.
- Akbarinejad, S., Yousefi, M. H. N., & Goudarzi, M. (2021). SVNN: an efficient PacBio-specific pipeline for structural variations calling using neural networks. BMC Bioinformatics, 22(1), 1–17.
- Kundel, R., Nobach, L., Blendin, J., Maas, W., Zimber, A., Kolbe, H., Schyguda, G., Gurevich, V., Hark, R., Koldehofe, B., & Steinmetz, R. (2021). OpenBNG: Central office network functions on programmable data plane hardware. International Journal of Network Management, 31(e2134), 25 pages. https://doi.org/https://doi.org/10.1002/nem.2134">10.1002/nem.2134
- Luthra, M., Koldehofe, B., Danger, N., Weisenburger, P., Salvaneschi, G., & Stavrakakis., I. (2021). TCEP: Transitions in Operator Placement to Adapt to Dynamic Network Environments. In Journal of Computer and Systems Sciences (JCSS), Special Issue on Algorithmic Theory of Dynamic Networks and Its Applications., 122, 94–125. https://doi.org/https://doi.org/10.1016/j.jcss.2021.05.003">10.1016/j.jcss.2021.05.003
- Medema, M., Kaldeli, E., & Lazovik, A. (2021). Automated Service Composition Using AI Planning and Beyond. In M. Aiello, A. Bouguettaya, D. A. Tamburri, & W. J. van den Heuvel (Eds.), Next-Gen Digital Services. A Retrospective and Roadmap for Service Computing of the Future: Essays Dedicated to Michael Papazoglou on the Occasion of His 65th Birthday and His Retirement (pp. 16–32). Springer International Publishing. https://doi.org/https://doi.org/10.1007/978-3-030-73203-5_2">10.1007/978-3-030-73203-5_2
- Alkhalili, Y., Weil, J., Tahir, A., Meuser, T., Koldehofe, B., Mauthe, A., Koeppl, H., & Steinmetz, R. (2021). Towards QoE-Driven Optimization of Multi-Dimensional Content Streaming. Proceedings of the Conference on Networked Systems 2021 (NetSys 2021), 15 pages. https://doi.org/10.14279/TUJ.ECEASST.80.1167
- Kundel, R., Rizk, A., Blendin, J., Koldehofe, B., Hark, R., & Steinmetz, R. (2021). P4-CoDel: Experiences on Programmable Data Plane Hardware. Proceedings of the IEEE International Conference on Communications (ICC 2021): Next-Generation Networking and Internet Symposium, 6 pages. https://doi.org/https://doi.org/10.1109/ICC42927.2021.9500943">10.1109/ICC42927.2021.9500943
- Gärtner, C., Rizk, A., Koldehofe, B., Hark, R., Guillaume, R., & Steinmetz, R. (2021). Leveraging Flexibility of Time-Sensitive Networks for dynamic Reconfigurability. Proceedings of IFIP Networking 2021, 5 pages. https://dl.ifip.org/db/conf/networking/networking2021/1570714136.pdf
- Gärtner, C., Rizk, A., Koldehofe, B., Hark, R., Guillaume, R., Kundel, R., & Steinmetz, R. (2021). Leveraging PIFO Queues for Scheduling in Time-Sensitive Networks. In the Proceedings of the IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN 2021)., 2 pages. https://doi.org/https://doi.org/10.1109/LANMAN52105.2021.9478796">10.1109/LANMAN52105.2021.9478796
- Boughzala, B. (2021). Accelerating the Performance of Data Analytics using Network-centric Processing. The 15th ACM International Conference on Distributed and Event-Based Systems (DEBS ’21), June 28-July 2, 2021, Virtual Event, Italy. https://doi.org/https://doi.org/10.1145/3465480.3468162
- Tello, A., & Degeler, V. (2021). Digital Twins: an enabler for digital transformation. In The Digital Transformation handbook. https://www.rug.nl/gdbc/blog/digital-twins
- Governatori, G., van Beest, N. R. T. P., Cryer, A., & Groefsema, H. (2021). "log data compliance" (Number WO2021/248201) [Patent]. https://research.rug.nl/en/publications/log-data-compliance