Author

Jia-Le Zhao

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Open access Aug 2026

Location-private traffic flow prediction via an encrypted geometric recruitment framework

This work proposes a location privacy-preserving traffic flow prediction framework that moves all location-sensitive operations into an encrypted recruitment protocol and builds a Gated Recurrent Unit (GRU) based traffic flow prediction model that operates on high-fidelity time series under strict location privacy cons...

Fei Meng, Hong-Yu Huang, Cui Sun et al. · PeerJ Computer Science · 0 citations

#reinforcement learning Open access Sep 2026

CoSIPR: Shared Service Orchestration with Dynamic Interest Coalitions in Edge Computing

Experiments show that CoSIPR improves service-category matching, request satisfaction, and the average number of accepted requests per instance, and reduces aggregate state-transfer cost and limits hotspot exposure while maintaining a controlled trade-off between end-to-end delay and state-transfer cost.

Meng-Xuan Dai, Xuan Chen, Ling Yang et al. · Symmetry · 0 citations