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HDGC-hybrid Task Offloading Framework Using Deep Reinforcement Learning and Genetic Algorithms For 6G Edge Cloud by IJRES team is a document available to read on EtoBox.

What is HDGC-hybrid Task Offloading Framework Using Deep Reinforcement Learning and Genetic Algorithms For 6G Edge Cloud about?

The document presents a novel hybrid task offloading framework, HDGC, that integrates deep reinforcement learning (DRL) with genetic algorithms (GA) to enhance task offloading efficiency in 6G edge cloud environments. This framework addresses challenges posed by dynamic network conditions and resource heterogeneity, improving adaptability and decision-making for real-time task offloading. The proposed method aims to optimize energy consumption, task completion time, and resource utilization while ensuring p

Author

IJRES team

Language

EN