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Research papers on Edge computing and IoT

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  1. Fine-grained latency analysis of real-world 5G-enabled multi-tier edge computing for school zone traffic safety

    Ahmed Chebaane, Dominic Scholze, Yassine Rezgui, et al. · 2025 · Discover Internet of Things · 2 citations

    This article presents a real-world evaluation of 5-Safe, an innovative multi-tier 5G edge computing system designed to enhance traffic safety in school zones. The study addresses the critical challenge of implementing reliable and low-latency communication, data processing, and decision-making in complex urban environments. We employ a diverse methodology, including User Datagram Protocol (UDP) transmission analysis, Graphic Processing Unit (GPU) evaluation, and comparative studies of the messaging protocol Message Queueing Telemetry Transport (MQTT) and the Apache Kafka streaming platform. Our research revealed significant insights into system performance, such as latency variability in UDP

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