A Petri Net-based framework for modeling and simulation of resource scheduling policies in Edge Cloud Continuum

Simulation Modelling Practice and Theory, Год журнала: 2025, Номер unknown, С. 103098 - 103098

Опубликована: Март 1, 2025

Язык: Английский

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A Framework for Cognitive, Decentralized Container Orchestration

IEEE Access, Год журнала: 2024, Номер 12, С. 79978 - 80008

Опубликована: Янв. 1, 2024

This perspective paper introduces a novel framework for container orchestration called CODECO. The CODECO relies on data-network-computing approach to define the best infrastructure that can support operation of next-generation Internet applications across mobile, heterogeneous Edge-Cloud continuum. selection such an is aligned with target performance profiles defined by user, as resilience or greenness. proposes rely decentralized Artificial Intelligence approaches in attempt provide most suitable application deployment, considering infrastructural challenges, intermittent connectivity and node failure. explains current provides insight into operational use-cases where being deployed, relevant examples framework. Recent developments creation open-source are described explained, allowing use research community. then thorough analysis CODECO's features comparison existing frameworks, explaining benefits introduced this dynamic approach.

Язык: Английский

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Exploring and mitigating hybrid rank attack in RPL-based IoT networks

Journal of Electrical Engineering, Год журнала: 2024, Номер 75(3), С. 204 - 213

Опубликована: Июнь 1, 2024

Abstract Despite the widespread adoption of Routing Protocol for Low-power and Lossy Networks (RPL) in IoT environments, its inherent limitations addressing security vulnerabilities have left networks vulnerable to ongoing attacks. This paper introduces a novel intrusion detection system tailored specifically networks, with focus on mitigating attacks at network’s edge. The study presents Hybrid Rank Attack (HRA), sophisticated threat exploiting RPL by alternately advertising decreased increased rank values control messages. Extensive experimentation evaluates detrimental effects HRA critical network metrics including exchanged messages, energy consumption, PDR, latency, memory footprint. Additionally, lightweight distributed countermeasure algorithm is proposed effectively mitigate impact HRA. Simulation-based evaluations demonstrate significant reductions overhead (68.7%) consumption (61.83%), minimal additional RAM utilization (1.05%). solution enhances resilience RPL-based against threats.

Язык: Английский

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A novel task offloading model for IoT: enhancing resource utilization with actor-critic-based reinforcement learning

Earth Science Informatics, Год журнала: 2025, Номер 18(3)

Опубликована: Фев. 17, 2025

Язык: Английский

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An efficient function placement approach in serverless edge computing

Computing, Год журнала: 2025, Номер 107(3)

Опубликована: Фев. 21, 2025

Язык: Английский

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Edge-cloud continuum driven industry 4.0

Procedia Computer Science, Год журнала: 2025, Номер 253, С. 2586 - 2594

Опубликована: Янв. 1, 2025

Язык: Английский

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A comprehensive survey of Network Digital Twin architecture, capabilities, challenges, and requirements for Edge-Cloud Continuum

Computer Communications, Год журнала: 2025, Номер unknown, С. 108144 - 108144

Опубликована: Март 1, 2025

Язык: Английский

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Overview of Current Challenges in Multi-architecture Software Engineering and a Vision for the Future

Lecture notes in computer science, Год журнала: 2025, Номер unknown, С. 74 - 94

Опубликована: Янв. 1, 2025

Язык: Английский

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Federation of distributed domains in the Cloud-Edge-IoT Continuum

Опубликована: Март 30, 2025

Язык: Английский

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Edge-cloud cooperation driven surface roughness classification method for selective laser melting

Advanced Engineering Informatics, Год журнала: 2025, Номер 66, С. 103473 - 103473

Опубликована: Май 24, 2025

Язык: Английский

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