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Communication Dans Un Congrès Année : 2023

Impact of User Privacy and Mobility on Edge Offloading

Résumé

Offloading high-demanding applications to the edge provides better quality of experience (QoE) for users with limited hardware devices. However, to maintain a competitive QoE, infrastructure, and service providers must adapt to users' different mobility patterns, which can be challenging, especially for location-based services (LBS). Another issue that needs to be tackled is the increasing demand for user privacy protection. With less (accurate) information regarding user location, preferences, and usage patterns, forecasting the performance of offloading mechanisms becomes even more challenging. This work discusses the impacts of users' privacy and mobility when offloading to the edge. Different privacy and mobility scenarios are simulated and discussed to shed light on the trade-offs (e.g., privacy protection at the cost of increased latency) among privacy protection, mobility, and offloading performance.

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hal-04393555 , version 1 (14-01-2024)

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Copyright (Tous droits réservés)

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João Paulo Esper, Nadjib Achir, Kleber Vieira Cardoso, Jussara Almeida. Impact of User Privacy and Mobility on Edge Offloading. PIMRC 2023 - IEEE 34th Annual International Symposium on Personal, Indoor and Mobile Radio Communications, Sep 2023, Toronto, France. pp.1-6, ⟨10.1109/PIMRC56721.2023.10293816⟩. ⟨hal-04393555⟩
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