Publications

Boris Sedlak, Philipp Raith, Andrea Morichetta, Víctor Casamayor Pujol, Schahram Dustdar (2025). Multi-Dimensional Autoscaling of Stream Processing Services on Edge Devices. arXiv.
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Alfreds Lapkovskis, Boris Sedlak, Sindri Magnússon, Schahram Dustdar, Praveen Kumar Donta (2025). Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum Systems. 2025 IEEE International Conference on Edge Computing and Communications (EDGE).
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Boris Sedlak, Alireza Furutanpey, Zihang Wang, Víctor Casamayor Pujol, Schahram Dustdar (2025). Multi-dimensional Autoscaling of Processing Services: A Comparison of Agent-based Methods. arXiv.
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Victor Casamayor Pujol, Boris Sedlak, Tommaso Salvatori, Karl Friston, Schahram Dustdar (2025). Distributed Intelligence in the Computing Continuum with Active Inference. arXiv.
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Nikolaus Spring, Andrea Morichetta, Boris Sedlak, Schahram Dustdar (2025). MACH: Multi-Agent Coordination for RSU-centric Handovers. arXiv.
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Boris Sedlak, Andrea Morichetta, Philipp Raith, Victor Casamayor Pujol, Schahram Dustdar (2025). Towards Multi-dimensional Elasticity for Pervasive Stream Processing Services. 2025 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops).
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Boris Sedlak, Andrea Morichetta, Yuhao Wang, Yang Fei, Liang Wang, Schahram Dustdar, Xiaobo Qu (2024). SLO-Aware Task Offloading within Collaborative Vehicle Platoons. Service-Oriented Computing.
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Anastasiya Danilenka, Alireza Furutanpey, Victor Casamayor Pujol, Boris Sedlak, Anna Lackinger, Maria Ganzha, Marcin Paprzycki, Schahram Dustdar (2024). Adaptive Active Inference Agents for Heterogeneous and Lifelong Federated Learning. arXiv.
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Boris Sedlak, Victor Casamayor Pujol, Andrea Morichetta, Praveen Kumar Donta, Schahram Dustdar (2024). Adaptive Stream Processing on Edge Devices through Active Inference. arXiv.
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Boris Sedlak, Victor Casamayor Pujol, Praveen Kumar Donta, Schahram Dustdar (2024). Markov Blanket Composition of SLOs. 2024 IEEE International Conference on Edge Computing and Communications (EDGE).
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