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Zhenli He

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CERLA-SFC: hierarchical orchestration of cost-efficient, reliable and low-latency SFCs in multi-access edge computing

CERLA-SFC is introduced, a hierarchical, multi-objective orchestrator that unifies learning-based placement, topology-aware routing and event-driven resource allocation in a single control loop that maintains near-zero latency violations across all urgency classes while keeping end-to-end delay in the millisecond range...

Yuanfei Xiao, Zhenli He, Xiaolong Zhai et al. · 0 citations
#edge computing Sep 2026

Fair Joint Offloading and Consensus Optimization in Blockchain-Enabled Mobile Edge Computing

Blockchain-enabled mobile edge computing (MEC) must jointly optimize task offloading and consensus finality under highly heterogeneous AIoT devices, where latency/energy constraints and fairness-sensitive incentives coexist with time-varying validator reliability. We propose FE-CTDE, a unified framework that couples (1...

Libo Feng, Chen-Xi Wang, Zhenli He et al. · 2 citations

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