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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Wei-Ting Zhang

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#edge computing Oct 2026

HFedAR: Resource Allocation for Adaptive Retransmission-Based Hierarchical Federated Learning in Open RAN

The flexible architecture of the open radio access network (O-RAN) provides effective support for the deployment of federated learning (FL). However, existing FL schemes in wireless networks often suffer from packet errors, which lead to reduced model test accuracy and increased training delay. In this paper, we propos...

Kai Qiao, Hongchao Wang, Zi-Hao Zhang et al. · 0 citations
#graph neural networks Oct 2026

DetO-RAN: Dual-Timescale Resource Allocation for Flows in Deterministic Open RAN

Deterministic transmission and computation are essential for open radio access networks (O-RANs) to support latency-critical and computation-intensive applications. However, existing O-RAN and time-sensitive networking integrations mainly focus on deterministic guarantees in wired fronthaul transmission, while lacking...

Kai Qiao, Hao Xiong, Qin-Ding Wang et al. · 1 citation

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