IEEE

Dynamic Task Offloading and Resource Allocation for Vehicular Edge Computing Networks Based on Deep Reinforcement Learning

Abstract: Vehicular edge computing (VEC) server allocates computing resource blocks (CRBs) with different CPU frequencies to process tasks with different low latency requirements. During task ...
IEEE

Knowledge-Driven Two-Timescale Intelligent Task Offloading in SAGIN-Based Vehicular Networks

Abstract: The personalized demands of diverse applications, the heterogeneity of space-air-ground integrated network (SAGIN) architectures, and the constrained and multidimensional nature of network ...