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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Xiu-Zhen Cheng

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#edge computing Open access Dec 2026

Beyond the Mean: Topology-Explicit and Logical-Dependency-Aware Tail Risk Analysis in Edge Collaborative Network

Experiments on synthetic topologies and trace-driven workloads show that the proposed egress-side tail-risk analysis framework meets system-level tail constraints while providing more robust and interpretable capacity planning than mean-centric baselines.

Hang Zhao, Sheng-Ling Wang, Ke Chao et al. · 0 citations
#edge computing Open access Dec 2026

Efficient and Green Service Function Chain Deployment and Scheduling for Mobile Edge Computing

An SFC Deployment and Scheduling strategy based on the Soft Actor-Critic (SAC) algorithm, named SAC-DS, which integrates SFC deployment, component sharing, and scheduling into a unified framework, effectively improving system throughput while minimizing overall deployment costs, thereby enhancing user experience.

Xue-Jian Chi, Yi-Fei Zou, Cong-Wei Zhang et al. · 1 citation

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