* [Starlink] Digital twin-driven semantic offloading for LEO-MEC-enabled remote IoT networks - ScienceDirect
@ 2025-11-26 8:53 Hesham ElBakoury
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From: Hesham ElBakoury @ 2025-11-26 8:53 UTC (permalink / raw)
To: 5grm-satellite, Dave Taht via Starlink, ocp-digital-twin, Tarun Chawla
"Efficient task offloading to low-Earth orbit (LEO) satellite–assisted
mobile edge computing (MEC) servers is vital for addressing the
computational delay and energy constraints of remote Internet of Things
(IoT) devices. However, inherent challenges in LEO satellite
networks—including dynamic topology, intermittent connectivity, and
bandwidth scarcity
undermine the performance of conventional offloading schemes. Moreover, raw
data transmission inflates latency and energy consumption, hindering
real-time and resource-aware decision-making. To overcome these
limitations, this paper [1] presents a digital twin (DT)-driven,
semantic-aware offloading framework tailored for LEO-integrated MEC
systems. The proposed framework aims to minimize end-to-end DT
synchronization delay while adhering to strict energy, semantic fidelity,
and computational constraints"
Hesham
[1]https://www.sciencedirect.com/science/article/pii/S2542660525003452
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2025-11-26 8:53 [Starlink] Digital twin-driven semantic offloading for LEO-MEC-enabled remote IoT networks - ScienceDirect Hesham ElBakoury
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