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Browsing by Author "Sowinski, Piotr"

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Browsing by Author "Sowinski, Piotr"

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    Cloud-Native Workload Orchestration at the Edge: A Deployment Review and Future Directions 
    Vañó, Rafael; Lacalle, Ignacio; Sowinski, Piotr; S-Julián, Raúl; Palau Salvador, Carlos Enrique (MDPI AG, 2023-02)
    [EN] Cloud-native computing principles such as virtualization and orchestration are key to transferring to the promising paradigm of edge computing. Challenges of containerization, operative models and scarce availability ...
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    Flexible Deployment of Machine Learning Inference Pipelines in the Cloud-Edge-IoT Continuum 
    Bogacka, Karolina; Sowinski, Piotr; Danilenka, Anastasiya; Biot, Francisco Mahedero; Wasielewska-Michniewska, Katarzyna; Ganzha, Maria; Paprzycki, Marcin; Palau Salvador, Carlos Enrique (MDPI AG, 2024-05-11)
    [EN] Currently, deploying machine learning workloads in the Cloud-Edge-IoT continuum is challenging due to the wide variety of available hardware platforms, stringent performance requirements, and the heterogeneity of the ...