Wissenschaftliche Artikel

Li, Y., Donta, P. K., Wang, X., Murturi, I., Huang, M., & Dustdar, S. (2025). KDN-FLB: Knowledge-Defined Networking Through Federated Learning and Blockchain. Computer, 58(5), 16–26. https://doi.org/10.1109/MC.2024.3471984 ( reposiTUm)

Beiträge in Tagungsbänden

Sedlak, B., Morichetta, A., Wang, Y., Fei, Y., Wang, L., Dustdar, S., & Qu, X. (2025). SLO-Aware Task Offloading Within Collaborative Vehicle Platoons. In W. Gaaloul, M. Sheng, Q. Yu, & S. Yangui (Eds.), Service-Oriented Computing : 22nd International Conference, ICSOC 2024, Tunis, Tunisia, December 3–6, 2024, Proceedings, Part II (pp. 72–86). Springer Singapore. https://doi.org/10.1007/978-981-96-0808-9_6 ( reposiTUm)
Gajanin, R., Danilenka, A., Morichetta, A., & Nastic, S. (2025). Towards Adaptive Asynchronous Federated Learning for Human Activity Recognition. In E. Peltonen, S. Hyrynsalmi, I. Wagner, J. S. Rellermeyer, & N. Mohan (Eds.), IoT ’24 : Proceedings of the 14th International Conference on the Internet of Things (pp. 38–46). ACM. https://doi.org/10.1145/3703790.3703795 ( reposiTUm)
Lackinger, A., Morichetta, A., & Dustdar, S. (2024). Time Series Predictions for Cloud Workloads: A Comprehensive Evaluation. In 2024 IEEE International Conference on Service-Oriented System Engineering (SOSE) (pp. 36–45). IEEE. https://doi.org/10.1109/SOSE62363.2024.00011 ( reposiTUm)
Morichetta, A., Lackinger, A., & Dustdar, S. (2024). Cohabitation of Intelligence and Systems: Towards Self-reference in Digital Anatomies. In 2024 IEEE International Conference on Service-Oriented System Engineering (SOSE) (pp. 102–110). IEEE. https://doi.org/10.1109/SOSE62363.2024.00018 ( reposiTUm)
Loisel, F., Zeqo, G., Morichetta, A., Lackinger, A., & Dustdar, S. (2024). RainCloud: Decentralized Coordination and Communication in Heterogeneous IoT Swarms. In C. W. Tan & T. H. Teo (Eds.), Proceedings of The 1st International Symposium on Parallel Computing and Distributed Systems (pp. 186–195). IEEE. https://doi.org/10.1109/PCDS61776.2024.10743766 ( reposiTUm)
Firmani, D., Leotta, F., Mathew, J. G., Rossi, J., Balzotti, L., Song, H., Roman, D., Dautov, R., Husom, E. J., Sen, S., Balionyte-Merle, V., Morichetta, A., Dustdar, S., Metsch, T., Frascolla, V., Khalid, A., Landi, G., BRENES, J., Toma, I., … Paulson, E. (2024). INTEND: Intent-Based Data Operation in the Computing Continuum. In R. Matulevicius & H. Proper (Eds.), Proceedings of the Research Projects Exhibition Papers at the 36th International Conference on Advanced Information Systems Engineering (CAiSE 2024) (pp. 43–50). http://hdl.handle.net/20.500.12708/199889 ( reposiTUm)
Guan, J., Zhang, Q., Murturi, I., Donta, P. K., Dustdar, S., & Wang, S. (2024). Collaborative Inference in DNN-Based Satellite Systems with Dynamic Task Streams. In M. Valenti, D. Reed, & M. Torres (Eds.), ICC 2024 - IEEE International Conference on Communications (pp. 3803–3808). IEEE. https://doi.org/10.1109/ICC51166.2024.10622590 ( reposiTUm)
Dautov, R., Song, H., Roman, D., Husom, E. J., Sen, S., Balionyte-Merle, V., Firmani, D., Leotta, F., Mathew, J. G., Rossi, J., Balzotti, L., Morichetta, A., Dustdar, S., Metsch, T., Frascolla, V., Khalid, A., Landi, G., Brenes, J., Toma, I., & Paulson, E. (2024). INTEND: Human-Like Intelligence for Intent-Based Data Operations in the Cognitive Computing Continuum. In A. Rula, E. Sallinger, O. Savkovic, I. Ciuciu, I. Toma, J. Xavier Parreira, R. Prodan, H. Song, & A. Soylu (Eds.), Companion Proceedings of the 8th International Joint Conference on Rules and Reasoning (RuleML+RR-Companion 2024). https://doi.org/10.34726/8579 ( reposiTUm)
Pinter, P., Morichetta, A., & Dustdar, S. (2024). Distributed Model Serving for Real-time Opinion Detection. In 2024 IEEE International Conference on Service-Oriented System Engineering (SOSE) (pp. 64–73). IEEE. https://doi.org/10.1109/SOSE62363.2024.00014 ( reposiTUm)
Kaltenböck, D., Murturi, I., & Dustdar, S. (2024). A Zero Trust Single Sign-On Framework with Attribute-Based Access Control. In Proceedings : 2024 26th International Conference  on Business Informatics : CBI 2024 (pp. 149–157). IEEE. https://doi.org/10.1109/CBI62504.2024.00026 ( reposiTUm)
Peroutka, T., Murturi, I., Donta, P. K., & Dustdar, S. (2024). A Graph-based Approach to Human Activity Recognition. In 2024 IEEE 6th International Conference on Cognitive Machine Intelligence (CogMI) (pp. 117–126). IEEE. https://doi.org/10.1109/CogMI62246.2024.00025 ( reposiTUm)

Preprints

Laso, S., Murturi, I., Frangoudis, P., Herrera, J. L., Murillo, J. M., & Dustdar, S. (2025). A Multidimensional Elasticity Framework for Adaptive Data Analytics Management in the Computing Continuum. arXiv. https://doi.org/10.34726/9060 ( reposiTUm)
Spring, N., Morichetta, A., Sedlak, B., & Dustdar, S. (2025). MACH: Multi-Agent Coordination for RSU-centric Handovers. arXiv. https://doi.org/10.34726/10243 ( reposiTUm)
Sedlak, B., Morichetta, A., Wang, Y., Fei, Y., Wang, L., Dustdar, S., & Qu, X. (2024). SLO-Aware Task Offloading within Collaborative Vehicle Platoons. arXiv. https://doi.org/10.34726/8228 ( reposiTUm)
Danilenka, A., Furutanpey, A., Casamayor Pujol, V., Sedlak, B., Lackinger, A., Ganzha, M., Paprzycki, M., & Dustdar, S. (2024). Adaptive Active Inference Agents for Heterogeneous and Lifelong Federated Learning. arXiv. https://doi.org/10.34726/8100 ( reposiTUm)
Sedlak, B., Casamayor Pujol, V., Morichetta, A., Donta, P. K., & Dustdar, S. (2024). Adaptive Stream Processing on Edge Devices through Active Inference. arXiv. https://doi.org/10.34726/8227 ( reposiTUm)
Lackinger, A., Frangoudis, P., Cilic, I., Furutanpey, A., Murturi, I., Podnar Zarko, I., & Dustdar, S. (2024). Inference Load-Aware Orchestration for Hierarchical Federated Learning. arXiv. https://doi.org/10.34726/8212 ( reposiTUm)
Gajanin, R., Danilenka, A., Morichetta, A., & Nastic, S. (2024). Towards adaptive asynchronous federated learning for human activity recognition. arXiv. https://doi.org/10.34726/9720 ( reposiTUm)
Loisel, F., Zeqo, G., Morichetta, A., Lackinger, A., & Dustdar, S. (2024). RainCloud: Decentralized Coordination and Communication in Heterogeneous IoT Swarms. arXiv. https://doi.org/10.34726/8680 ( reposiTUm)
Peroutka, T., Murturi, I., Donta, P. K., & Dustdar, S. (2024). A Graph-based Approach to Human Activity Recognition. arXiv. https://doi.org/10.34726/8225 ( reposiTUm)
Li, Y., Wang, X., Zeng, R., Donta, P. K., Murturi, I., Huang, M., & Dustdar, S. (2023). Federated Domain Generalization: A Survey. arXiv. https://doi.org/10.34726/5945 ( reposiTUm)