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ORCIDBoris Sedlak
Person information
- affiliation: Universitat Pompeu Fabra, Barcelona, Spain
- affiliation (former): TU Wien, Vienna, Austria
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2020 – today
- 2025
[j7]Boris Sedlak, Victor Casamayor-Pujol
, Andrea Morichetta, Praveen Kumar Donta, Schahram Dustdar:
Adaptive stream processing on edge devices through active inference. Evol. Syst. 16(4): 130 (2025)- [j6]Praveen Kumar Donta, Boris Sedlak, Ilir Murturi, Victor Casamayor-Pujol, Schahram Dustdar:
Human-Based Distributed Intelligence in Computing Continuum Systems. IEEE Internet Comput. 29(2): 61-68 (2025) - [c13]Yi Li, Zhangbing Zhou, Boris Sedlak, Schahram Dustdar:
MGG-AD: Multi-Granularity Graph-Based Anomaly Detection in IoT Systems. ICWS 2025: 1-10 - [c12]Elena Pretel, Boris Sedlak, Victor Casamayor-Pujol, Elena Navarro, Víctor López-Jaquero, Pascual González, Schahram Dustdar:
Active Inference for Digital Twins: Predicting and Optimizing IoT Processing Service Performance. IOT 2025: 219-227 - [c11]Boris Sedlak, Andrea Morichetta, Philipp Raith, Victor Casamayor-Pujol, Schahram Dustdar:
Towards Multi-dimensional Elasticity for Pervasive Stream Processing Services. PerCom Workshops 2025: 657-660 - [i12]Alfreds Lapkovskis, Boris Sedlak, Sindri Magnússon, Schahram Dustdar, Praveen Kumar Donta:
Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum Systems. CoRR abs/2503.03274 (2025) - [i11]Boris Sedlak, Andrea Morichetta, Philipp Raith, Victor Casamayor-Pujol, Schahram Dustdar:
Towards Multi-dimensional Elasticity for Pervasive Stream Processing Services. CoRR abs/2503.04193 (2025) - [i10]Nikolaus Spring, Andrea Morichetta, Boris Sedlak, Schahram Dustdar:
MACH: Multi-Agent Coordination for RSU-centric Handovers. CoRR abs/2505.07827 (2025) - [i9]Victor Casamayor-Pujol, Boris Sedlak, Tommaso Salvatori, Karl J. Friston, Schahram Dustdar:
Distributed Intelligence in the Computing Continuum with Active Inference. CoRR abs/2505.24618 (2025) - [i8]Boris Sedlak, Alireza Furutanpey, Zihang Wang, Victor Casamayor-Pujol, Schahram Dustdar:
Multi-dimensional Autoscaling of Processing Services: A Comparison of Agent-based Methods. CoRR abs/2506.10420 (2025) - [i7]Boris Sedlak, Philipp Raith, Andrea Morichetta, Victor Casamayor-Pujol, Schahram Dustdar:
Multi-Dimensional Autoscaling of Stream Processing Services on Edge Devices. CoRR abs/2510.06882 (2025) - 2024
- [j5]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Equilibrium in the Computing Continuum through Active Inference. Future Gener. Comput. Syst. 160: 92-108 (2024) - [j4]Victor Casamayor-Pujol, Boris Sedlak, Praveen Kumar Donta, Schahram Dustdar:
On Causality in Distributed Continuum Systems. IEEE Internet Comput. 28(2): 57-64 (2024) - [j3]Boris Sedlak, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar:
A Privacy Enforcing Framework for Data Streams on the Edge. IEEE Trans. Emerg. Top. Comput. 12(3): 852-863 (2024) - [c10]Victor Casamayor-Pujol, Boris Sedlak, Yanwei Xu, Praveen Kumar Donta, Schahram Dustdar:
Invited Paper: DeepSLOs for the Computing Continuum. ApPLIED@PODC 2024: 1-10 - [c9]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Markov Blanket Composition of SLOs. EDGE 2024: 128-138 - [c8]Boris Sedlak, Andrea Morichetta, Yuhao Wang, Yang Fei, Liang Wang, Schahram Dustdar, Xiaobo Qu:
SLO-Aware Task Offloading Within Collaborative Vehicle Platoons. ICSOC (2) 2024: 72-86 - [c7]Boris Sedlak, Schahram Dustdar:
Causality-Based Service Adaptations for Elastic Computing Continuum Systems. ICSOC Workshops (2) 2024: 226-231 - [c6]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Active Inference on the Edge: A Design Study. PerCom Workshops 2024: 550-555 - [c5]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Diffusing High-level SLO in Microservice Pipelines. SOSE 2024: 11-19 - [i6]Boris Sedlak, Andrea Morichetta, Yuhao Wang, Yang Fei, Liang Wang, Schahram Dustdar, Xiaobo Qu:
SLO-Aware Task Offloading within Collaborative Vehicle Platoons. CoRR abs/2409.17667 (2024) - [i5]Boris Sedlak, Victor Casamayor-Pujol, Andrea Morichetta, Praveen Kumar Donta, Schahram Dustdar:
Adaptive Stream Processing on Edge Devices through Active Inference. CoRR abs/2409.17937 (2024) - [i4]Anastasiya Danilenka, Alireza Furutanpey, Victor Casamayor-Pujol, Boris Sedlak, Anna Lackinger, Maria Ganzha, Marcin Paprzycki, Schahram Dustdar:
Adaptive Active Inference Agents for Heterogeneous and Lifelong Federated Learning. CoRR abs/2410.09099 (2024) - 2023
- [j2]Praveen Kumar Donta, Ilir Murturi, Victor Casamayor-Pujol, Boris Sedlak, Schahram Dustdar:
Exploring the Potential of Distributed Computing Continuum Systems. Comput. 12(10): 198 (2023) - [j1]Praveen Kumar Donta, Boris Sedlak, Victor Casamayor-Pujol, Schahram Dustdar:
Governance and sustainability of distributed continuum systems: a big data approach. J. Big Data 10(1): 53 (2023) - [c4]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Controlling Data Gravity and Data Friction: From Metrics to Multidimensional Elasticity Strategies. SSE 2023: 43-49 - [c3]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Designing Reconfigurable Intelligent Systems with Markov Blankets. ICSOC (1) 2023: 42-50 - [c2]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Sebastian Werner, Karl Wolf, Matteo Falconi, Frank Pallas, Schahram Dustdar, Stefan Tai, Pierluigi Plebani:
Towards Serverless Data Exchange Within Federations. SummerSOC 2023: 144-153 - [i3]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Designing Reconfigurable Intelligent Systems with Markov Blankets. CoRR abs/2311.10597 (2023) - [i2]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Active Inference on the Edge: A Design Study. CoRR abs/2311.10607 (2023) - [i1]Boris Sedlak, Victor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar:
Equilibrium in the Computing Continuum through Active Inference. CoRR abs/2311.16769 (2023) - 2022
- [c1]Boris Sedlak, Ilir Murturi, Schahram Dustdar:
Specification and Operation of Privacy Models for Data Streams on the Edge. ICFEC 2022: 78-82
Coauthor Index
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last updated on 2025-12-28 01:26 CET by the dblp team
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