Communication Dans Un Congrès Année : 2024

Attention-Driven Conflict Management in Smart IoT-Based Systems

Résumé

In the rapidly evolving landscape of Internet of Things (IoT)based systems, which are becoming increasingly complex and interconnected, conflict resolution emerges as a pivotal challenge. The proliferation of cohabiting systems that rely on the mutual use of IoT devices results in a corresponding increase in potential conflicts. This requires the development of a highly effective, run-time, and dynamic conflict management framework. Traditional approaches to conflict resolution often struggle to adapt to dynamic and complex environments. This paper introduces a novel attention-based conflict resolution model that dynamically resolves conflicts by focusing on critical system aspects. By integrating real-time contextual and historical data, the model optimizes conflict resolution, enhancing responsiveness and adaptability. Extensive experiments validate the approach, showing significant improvements in addressing IoT conflicts.

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Dates et versions

hal-05018923 , version 1 (03-04-2025)

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Christson Awanyo, Nawal Guermouche. Attention-Driven Conflict Management in Smart IoT-Based Systems. Service-Oriented Computing - 22nd International Conference, ICSOC 2024, Tunis, Tunisia, December 3-6, 2024, Proceedings, Part I., Dec 2024, Tunis, Tunisia. pp.133-141, ⟨10.1007/978-981-96-0805-8_10⟩. ⟨hal-05018923⟩
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