Author

Qize Guo

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Towards Sustainability-Aware Edge Computing Systems: A Heterogeneous MADRL Approach

This paper investigates distributed edge computing systems powered by hybrid energy sources, where they jointly consider energy consumption from computation, cooling, and power source switching, and proposes an end-to-end solution based on heterogeneous cooperative multi-agent deep reinforcement learning.

Member Ieee Tarik Taleb Senior Member Ieee Yan Chen, Qize Guo, Ignacio Lacalle ´Ubeda et al. · 0 citations

Preprint Aug 2026

A Capability Broker for Workflow-Network QoS Coordination in B5G/6G Industrial Services

A Capability Broker is proposed that represents each admitted trajectory as a lifecycle-managed QoS commitment, including the workflow demand, network capability, validity time, and enforcement state, above existing exposure and policy-control interfaces and enforces capability freshness, duplicate-safe admission, lega...

Qize Guo, Yan Chen, Taleb Tarik et al. · 0 citations

Hierarchical Scheduling for Federated Learning Optimization over Deterministic Satellite Networks

Haojun Deng, Hao Yu, Qize Guo et al. · 0 citations