Boris Sedlak

36 papers A 1C 1Journal 22Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Active Inference for Sustainable Computing Continuum Systems.
IEEE Internet Comput.
Juan Luis Herrera, Boris Sedlak, Schahram Dustdar
2026 J jnl
Service Orchestration in the Computing Continuum: Structural Challenges and Vision.
CoRR
Boris Sedlak, Víctor Casamayor-Pujol, Ildefons Magrans de Abril, Praveen Kumar Donta, Adel Nadjaran Toosi, Schahram Dustdar
2026 J jnl
Visual Insights into Agentic Optimization of Pervasive Stream Processing Services.
CoRR
Boris Sedlak, Víctor Casamayor-Pujol, Schahram Dustdar
2025 — conf
Active Inference for Digital Twins: Predicting and Optimizing IoT Processing Service Performance.
IOT
Elena Pretel, Boris Sedlak, Víctor Casamayor-Pujol, Elena Navarro, Víctor López-Jaquero, Pascual González, Schahram Dustdar
2025 J jnl
Adaptive stream processing on edge devices through active inference.
Evol. Syst.
Boris Sedlak, Víctor Casamayor-Pujol, Andrea Morichetta, Praveen Kumar Donta, Schahram Dustdar
2025 — conf
Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum Systems.
EDGE
Alfreds Lapkovskis, Boris Sedlak, Sindri Magnússon, Schahram Dustdar, Praveen Kumar Donta
2025 J jnl
Benchmarking Dynamic SLO Compliance in Distributed Computing Continuum Systems.
CoRR
Alfreds Lapkovskis, Boris Sedlak, Sindri Magnússon, Schahram Dustdar, Praveen Kumar Donta
2025 J jnl
Distributed Intelligence in the Computing Continuum with Active Inference.
CoRR
Víctor Casamayor-Pujol, Boris Sedlak, Tommaso Salvatori, Karl J. Friston, Schahram Dustdar
2025 J jnl
Human-Based Distributed Intelligence in Computing Continuum Systems.
IEEE Internet Comput.
Praveen Kumar Donta, Boris Sedlak, Ilir Murturi, Víctor Casamayor-Pujol, Schahram Dustdar
2025 J jnl
MACH: Multi-Agent Coordination for RSU-centric Handovers.
CoRR
Nikolaus Spring, Andrea Morichetta, Boris Sedlak, Schahram Dustdar
2025 A conf
MGG-AD: Multi-Granularity Graph-Based Anomaly Detection in IoT Systems.
ICWS
Yi Li, Zhangbing Zhou, Boris Sedlak, Schahram Dustdar
2025 J jnl
Multi-Dimensional Autoscaling of Stream Processing Services on Edge Devices.
CoRR
Boris Sedlak, Philipp Raith, Andrea Morichetta, Víctor Casamayor-Pujol, Schahram Dustdar
2025 J jnl
Multi-dimensional Autoscaling of Processing Services: A Comparison of Agent-based Methods.
CoRR
Boris Sedlak, Alireza Furutanpey, Zihang Wang, Víctor Casamayor-Pujol, Schahram Dustdar
2025 — conf
Towards Multi-dimensional Elasticity for Pervasive Stream Processing Services.
PerCom Workshops
Boris Sedlak, Andrea Morichetta, Philipp Raith, Víctor Casamayor-Pujol, Schahram Dustdar
2025 J jnl
Towards Multi-dimensional Elasticity for Pervasive Stream Processing Services.
CoRR
Boris Sedlak, Andrea Morichetta, Philipp Raith, Víctor Casamayor-Pujol, Schahram Dustdar
2024 J jnl
A Privacy Enforcing Framework for Data Streams on the Edge.
IEEE Trans. Emerg. Top. Comput.
Boris Sedlak, Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
2024 — conf
Active Inference on the Edge: A Design Study.
PerCom Workshops
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2024 J jnl
Adaptive Active Inference Agents for Heterogeneous and Lifelong Federated Learning.
CoRR
Anastasiya Danilenka, Alireza Furutanpey, Víctor Casamayor-Pujol, Boris Sedlak, Anna Lackinger, Maria Ganzha, Marcin Paprzycki, Schahram Dustdar
2024 J jnl
Adaptive Stream Processing on Edge Devices through Active Inference.
CoRR
Boris Sedlak, Víctor Casamayor-Pujol, Andrea Morichetta, Praveen Kumar Donta, Schahram Dustdar
2024 — conf
Causality-Based Service Adaptations for Elastic Computing Continuum Systems.
ICSOC Workshops (2)
Boris Sedlak, Schahram Dustdar
2024 — conf
Diffusing High-level SLO in Microservice Pipelines.
SOSE
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2024 J jnl
Equilibrium in the Computing Continuum through Active Inference.
Future Gener. Comput. Syst.
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2024 — conf
Invited Paper: DeepSLOs for the Computing Continuum.
ApPLIED@PODC
Víctor Casamayor-Pujol, Boris Sedlak, Yanwei Xu, Praveen Kumar Donta, Schahram Dustdar
2024 — conf
Markov Blanket Composition of SLOs.
EDGE
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2024 J jnl
On Causality in Distributed Continuum Systems.
IEEE Internet Comput.
Víctor Casamayor-Pujol, Boris Sedlak, Praveen Kumar Donta, Schahram Dustdar
2024 — conf
SLO-Aware Task Offloading Within Collaborative Vehicle Platoons.
ICSOC (2)
Boris Sedlak, Andrea Morichetta, Yuhao Wang, Yang Fei, Liang Wang, Schahram Dustdar, Xiaobo Qu
2024 J jnl
SLO-Aware Task Offloading within Collaborative Vehicle Platoons.
CoRR
Boris Sedlak, Andrea Morichetta, Yuhao Wang, Yang Fei, Liang Wang, Schahram Dustdar, Xiaobo Qu
2023 J jnl
Active Inference on the Edge: A Design Study.
CoRR
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2023 — conf
Controlling Data Gravity and Data Friction: From Metrics to Multidimensional Elasticity Strategies.
SSE
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2023 — conf
Designing Reconfigurable Intelligent Systems with Markov Blankets.
ICSOC (1)
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2023 J jnl
Designing Reconfigurable Intelligent Systems with Markov Blankets.
CoRR
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2023 J jnl
Equilibrium in the Computing Continuum through Active Inference.
CoRR
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Schahram Dustdar
2023 J jnl
Exploring the Potential of Distributed Computing Continuum Systems.
Comput.
Praveen Kumar Donta, Ilir Murturi, Víctor Casamayor-Pujol, Boris Sedlak, Schahram Dustdar
2023 J jnl
Governance and sustainability of distributed continuum systems: a big data approach.
J. Big Data
Praveen Kumar Donta, Boris Sedlak, Víctor Casamayor-Pujol, Schahram Dustdar
2023 — conf
Towards Serverless Data Exchange Within Federations.
SummerSOC
Boris Sedlak, Víctor Casamayor-Pujol, Praveen Kumar Donta, Sebastian Werner, Karl Wolf, Matteo Falconi, Frank Pallas, Schahram Dustdar, Stefan Tai, Pierluigi Plebani
2022 C conf
Specification and Operation of Privacy Models for Data Streams on the Edge.
ICFEC
Boris Sedlak, Ilir Murturi, Schahram Dustdar