Publications
2025 (5)Sedlak, Boris; Casamayor Pujol, Víctor; Morichetta, Andrea; Donta, Praveen Kumar; Dustdar, Schahram. Adaptive stream processing on edge devices through active inference. Evolving Systems 2025; 16(4): . |
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Pretel E.; Navarro E.; Pujol V.C.; Dustdar S.. Digital Twins and Artificial Collective Intelligence: Synergies for the Future. IEEE Internet Computing 2025; 29(1): 75-85. |
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Donta P.K.; Sedlak B.; Murturi I.; Pujol V.C.; Dustdar S.. Human-Based Distributed Intelligence in Computing Continuum Systems. IEEE Internet Computing 2025; 29(2): 61-68. |
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Sedlak, B.; Morichetta, A.; Raith, P.; Casamayor Pujol, V.; Dustdar, S. Towards Multi dimensional Elasticity for Pervasive Stream Processing Services. arxiv.org 2025; : . |
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Sedlak B.; Morichetta A.; Raith P.; Pujol V.C.; Dustdar S.. Towards Multi-dimensional Elasticity for Pervasive Stream Processing Services. IEEE International Conference on Pervasive Computing and Communications Workshops, PerCom Workshops 2025; : 657-660. |
2024 (11)Danilenka, Anastasiya; Furutanpey, Alireza; Casamayor Pujol, Víctor; Sedlak, Boris; Lackinger, Anna; Ganzha, Maria; Paprzycki, Marcin; Dustdar, Schahram. Adaptive Active Inference Agents for Heterogeneous and Lifelong Federated Learning. arxiv.org 2024; : . |
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Sedlak, B.; Casamayor Pujol, V.; Morichetta, A.; Donta, P. K.; Dustdar, S.. Adaptive Stream Processing on Edge Devices through Active Inference. arxiv.org 2024; : . |
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Hazra A.; Morichetta A.; Murturi I.; Loven L.; Dehury C.K.; Pujol V.C.; Donta P.K.; Dustdar S.. Distributed AI in Zero-Touch Provisioning for Edge Networks: Challenges and Research Directions. Computer 2024; 57(3): 69-78. |
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Sedlak B.; Casamayor Pujol, Víctor; Donta P.K.; Dustdar S.. Equilibrium in the Computing Continuum through Active Inference. Future Generation Computer Systems 2024; 160(0): 92-108. |
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Casamayor Pujol, Víctor; Sedlak B.; Donta P.K.; Dustdar S.; Dustdar S.. On Causality in Distributed Continuum Systems. IEEE Internet Computing 2024; 28(2): 57-64. |
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Gill, SS; Wu, H; Patros, P; Ottaviani, C; Arora, P; Casamayor Pujol, Víctor; Haunschild, D; Parlikad, AK; Cetinkaya, O; Lutfiyya, H; Stankovski, V; Ruidong, L.; Ding, Y; Qadir, J.; Abraham, A.; Ghosh, K.; Houbing, H.S.; Sakellariou, R.; Rana, O.; Rodrigues, J.P.C.; Buyya, R.. Modern computing: Vision and challenges. Telematics and Informatics Reports 2024; : . |
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Zhang, Qiyang ;Li, Ying ;Zhang, Dingge; Murturi, Ilir; Casamayor Pujol, Victor ; Dustdar, Schahram; Wang, Shangguang. Intelligence Inference on IoT Devices. In: AA.VV.. Learning Techniques for the Internet of Things. . : Springer Nature; 2024. . . |
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Sedlak, B.; Casamayor Pujol, Víctor; Donta, P.K.; Dustdar, S.. Active Inference on the Edge: A Design Study. In: VV.AA.. 2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops). . Biarritz: IEEE; 2024. p. 550-555. |
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Sedlak, B.; Casamayor Pujol, Víctor; Donta, PK.; Dustdar, S.. Diffusing High-level SLO in Microservice Pipelines. In: AA.VV.. 2024 IEEE International Conference on Service-Oriented System Engineering (SOSE). . : IEEE; 2024. p. 11-19. |
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Sedlak, B.; Casamayor Pujol, Víctor; Donta, P.K.; Dustdar, S.. Markov Blanket Composition of SLOs. In: Rong N. Chang, Institute of Electrical and Electronics Engineers. 2024 IEEE International Conference on Software Services Engineering IEEE SSE 2024. . : ; 2024. . . |
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Casamayor Pujol, Víctor; Sedlak, B.; Xu, Y.; Kumar Donta P.; Dustdar, S.. DeepSLOs for the Computing Continuum. In: Ioannis Chatzigiannakis. ApPLIED'24: Proceedings of the 2024 Workshop on Advanced Tools, Programming Languages, and PLatforms for Implementing and Evaluating algorithms for Distributed systems. . : Association for Computing Machinery, New York, NY, United States; 2024. . . |
2023 (11)Casamayor Pujol V.; Morichetta A.; Murturi I.; Kumar Donta P.; Dustdar S.. Fundamental Research Challenges for Distributed Computing Continuum Systems. Information (Switzerland) 2023; 14(3): 1-10. |
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Casamayor Pujol, Víctor; Donta P.K.; Morichetta A.; Murturi I.; Dustdar S.. Edge Intelligence - Research Opportunities for Distributed Computing Continuum Systems. IEEE Internet Computing 2023; 27(4): 53-74. |
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Donta P.K.; Sedlak B.; Casamayor Pujol V.; Dustdar S.. Governance and sustainability of distributed continuum systems: a big data approach. Journal of Big Data 2023; 10(1): . |
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Dustdar S.; Casamayor Pujol, Víctor.; Donta P.K.. On Distributed Computing Continuum Systems. IEEE Transactions on Knowledge and Data Engineering 2023; : 1-1. |
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Sedlak, B.; Casamayor Pujol, Víctor; Donta, P.K.; Dustdar, S.. Designing Reconfigurable Intelligent Systems with Markov Blankets. In: Flavia Monti (Ed), Stefanie Rinderle-Ma (Ed), Antonio Ruiz Cortés (Ed), Zibin Zheng (Ed), Massimo Mecella (Ed). Service-Oriented Computing, in Lecture Notes in Computer Science. . : Springer Nature; 2023. . . |
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Moricheta, A.; Pusztai, T.; Vij, D.; Casamayor Pujol, Víctor. Demystifying deep learning in predictive monitoring for cloud-native SLOs. In: -. 2023 IEEE 16th International Conference on Cloud Computing (CLOUD). . : Institute of Electrical and Electronics Engineers (IEEE); 2023. . . |
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Morichetta, A.; Casamayor Pujol, Víctor; Nastic, S.; Dustdar, S.; Vij, D.; Xiong, Y.. PolarisProfiler: A Novel Metadata-Based Profiling Approach for Optimiz ing Resource Management in the Edge-Cloud Continnum. In: -. 2023 IEEE International Conference on Service-Oriented System Engineering (SOSE). . : IEEE; 2023. p. 27-36. |
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Casamayor Pujol, Víctor; Morichetta, A.; Nastic S.. Intelligent Sampling: A Novel Approach to Optimize Workload Scheduling in Large-Scale Heterogeneous Computing Continuum. In: -. 2023 IEEE International Conference on Service-Oriented System Engineering (SOSE). . : IEEE; 2023. p. 140-149. |
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Casamayor Pujol, Víctor; Dustdar, S.. Towards a Prime Directive of SLOs. In: -. IEEE International Conference on Software Services Engineering (SSE). . : -; 2023. p. 61-70. |
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Sedlak, B.; Casamayor Pujol, Víctor; Donta PK; Dustdar S. Controlling Data Gravity and Data Friction: From Metrics to Multidimensional Elasticity Strategies. In: -. IEEE International Conference on Software Services Engineering (SSE). . : -; 2023. p. 43-49. |
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Murturi I, Donta PK, Casamayor Pujol, Víctor, Morichetta A, Dustdar S. Learning-Driven Zero Trust in Distributed Computing Continuum Systems. In: -. IEEE International Symposium on Dependable, Autonomic and Secure Computing (DASC). . : -; 2023. p. 44-49. |
2022 (3)Casamayor-Pujol V.; Gaston B.; Lopez-Soriano S.; Alajami A.A.A.; Pous R.. A simple solution to locate groups of items in large retail stores using an RFID robot. IEEE Transactions on Industrial Informatics 2022; : . |
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Casamayor Pujol, Víctor; Gastón, B.; López Soriano, Sergio; Pous, R.. A metric for assessing, comparing and predicting the performance of autonomous RFID-based inventory robots for retail. IEEE Transactions on Industrial Electronics 2022; 69(10): 1-1. |
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Vila M.; Casamayor Pujol, Víctor; Dustdar S.; Teniente E.. Edge-to-cloud sensing and actuation semantics in the industrial Internet of Things. Pervasive and Mobile Computing 2022; 87: 1-18. |
2021 (6)Casamayor Pujol V.; Dustdar S.. Fog Robotics - Understanding the Research Challenges. IEEE Internet Computing 2021; 25(5): 10-17. |
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Pusztai, T.; Morichetta, A.; Casamayor Pujol, Víctor; Schahram, D.; Nastic, S.; Ding, X.. SLO Script: A Novel Language for Implementing Complex Cloud-Native Elasticity-Driven SLOs.. In: Chang CK. 2021 IEEE International Conference on Web Services : ICWS 2021 : proceedings. . : IEEE Computer Society, Conference Publishing Services; 2021. . . |
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Casamayor Pujol, Víctor; Raith P.; Dustdar S.. Towards a new paradigm for managing computing continuum applications. In: IEEE Computer Society. 2021 IEEE Third International Conference on Cognitive Machine Intelligence : CogMI 2021 : proceedings. . : IEEE Computer Society, Conference Publishing Services; 2021. p. 180-188. |
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Nastic, S.; Pusztai, T.; Morichetta, A.; Casamayor Pujol, Víctor; Dustdar, S.; Vii, D.. Polaris Scheduler: Edge Sensitive and SLO Aware Workload Scheduling in Cloud-Edge-IoT Clusters. In: -. IEEE 14th International Conference on Cloud Computing (CLOUD 2021). . : IEEE; 2021. . . |
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Pusztai, T.; Morichetta, A.; Casamayor Pujol, Víctor; Dustdar, S.; Nastic, S.; Ding, X.; Vij, D.; Xiong, Y.. A Novel Middleware for Efficiently Implementing Complex Cloud-Native SLOs. In: -. IEEE 14th International Conference on Cloud Computing (CLOUD 2021). . : IEEE; 2021. . . |
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Morichetta, A.; Casamayor Pujol, Víctor; Dustdar, S.;. A roadmap on learning and reasoning for distributed computing continuum ecosystems. In: -. IEEE International Conference on Edge Computing (EDGE 2021). . : IEEE; 2021. . . |
2020 (1)Casamayor-Pujol V.; Morenza-Cinos M.; Gaston B.; Pous R.. Autonomous stock counting based on a stigmergic algorithm for multi-robot systems. Computers in Industry 2020; 122: . |
2019 (1)Morenza-Cinos M.; Casamayor-Pujol V.; Pous R.. Stock visibility for retail using an RFID robot. International Journal of Physical Distribution and Logistics Management 2019; 49(10): 1020-1042. |
2017 (1)Morenza-Cinos, Marc; Casamayor Pujol, Víctor; Soler Busquets, Jordi; Sanz, José Luis; Guzmán, Roberto; Pous Andrés, Rafael. Development of an RFID Inventory Robot (AdvanRobot). In: Koubaa A (ed.). Robot Operating System (ROS). . : Springer; 2017. p. 387-417. |