Publications

Boris Sedlak, Andrea Morichetta, Yuhao Wang, Yang Fei, Liang Wang, Schahram Dustdar, Xiaobo Qu (2024). SLO-Aware Task Offloading within Collaborative Vehicle Platoons. 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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Victor Casamayor Pujol, Boris Sedlak, Yanwei Xu, Praveen Kumar Donta, Schahram Dustdar (2024). DeepSLOs for the Computing Continuum. Proceedings of the 2024 Workshop on Advanced Tools, Programming Languages, and PLatforms for Implementing and Evaluating algorithms for Distributed systems.
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Boris Sedlak, Victor Casamayor Pujol, Praveen Kumar Donta, Schahram Dustdar (2024). Equilibrium in the Computing Continuum through Active Inference. Future Generation Computer System.
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Víctor Casamayor Pujol, Boris Sedlak, Praveen Kumar Donta, Schahram Dustdar (2024). On Causality in Distributed Continuum Systems. IEEE Internet Computing.
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Boris Sedlak, Victor Casamayor Pujol, Praveen Kumar Donta, Schahram Dustdar (2024). Active Inference on the Edge: A Design Study. 2024 IEEE PerCom Workshops.
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Boris Sedlak, Víctor Casamayor Pujol, Praveen Kumar Donta, Schahram Dustdar (2024). Diffusing High-level SLO in Microservice Pipelines. IEEE SOSE.
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Boris Sedlak, Victor Casamayor Pujol, Praveen Kumar Donta, Schahram Dustdar (2023). Designing Reconfigurable Intelligent Systems with Markov Blankets. Service-Oriented Computing.
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Praveen Kumar Donta, Ilir Murturi, Victor Casamayor Pujol, Boris Sedlak, Schahram Dustdar (2023). Exploring the Potential of Distributed Computing Continuum Systems. Computers.
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Boris Sedlak, Victor Casamayor Pujol, Praveen Kumar Donta, Schahram Dustdar (2023). Controlling Data Gravity and Data Friction: From Metrics to Multidimensional Elasticity Strategies. IEEE SSE 2023.
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Praveen Kumar Donta, Boris Sedlak, Victor Casamayor Pujol, Schahram Dustdar (2023). Governance and sustainability of distributed continuum systems: a big data approach. Journal of Big Data.
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Boris Sedlak, Victor Casamayor Pujol, Praveen Kumar Donta, Sebastian Werner, Karl Wolf, Matteo Falconi, Frank Pallas, Schahram Dustdar, Stefan Tai, Pierluigi Plebani (2023). Towards Serverless Data Exchange Within Federations. Service-Oriented Computing.
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Boris Sedlak, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar (2023). A Privacy Enforcing Framework for Transforming Data Streams on the Edge. IEEE Transactions on Emerging Topics in Computing.
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Boris Sedlak, Ilir Murturi, Schahram Dustdar (2022). Specification and Operation of Privacy Models for Data Streams on the Edge. 2022 IEEE 6th International Conference on Fog and Edge Computing (ICFEC).
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Boris Sedlak (2022). Thesis: Specification and operation of privacy models for data streams on the edge.
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