Learning Based Massive Data Offloading in the IoV: Routing Based on Pre-RLGA

With the increasing demand for bulk data transmission, offloading techniques to transmit data via mobile physical media is becoming common increasingly. The development of the Internet of Vehicles (IoV) provides new solutions for data offloading, as the IoV brings massive storage and transmission ca...

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Veröffentlicht in:	IEEE transactions on network science and engineering 2022-07, Vol.9 (4), p.2330-2340
Hauptverfasser:	Zhao, Ming, Li, Jiahua, Tang, Fengxiao, Asif, Sohaib, Zhu, Yusen
Format:	Artikel
Sprache:	eng
Schlagworte:	bulk data transmission Cellular communication Computer architecture Data centers Data communication Data models Data offloading Data transmission Delays genetic algorithm (GA) Genetic algorithms Internet of Vehicles Machine learning manhattan mobility model Optimization Predictive models reinforcement learning (RL) Roads Route selection Routing temporal convolutional network (TCN)
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