DPU-Enhanced Multi-Agent Actor-Critic Algorithm for Cross-Domain Resource Scheduling in Computing Power Network

The distribution of computing resources in the Computing Power Network (CPN) is uneven, leading to an imbalance in resource supply and demand within domains, necessitating cross-domain resource scheduling. To address the cross-domain resource scheduling challenge in CPN, this paper presents an Impro...

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Veröffentlicht in:	IEEE eTransactions on network and service management 2024-12, Vol.21 (6), p.6008-6025
Hauptverfasser:	Wang, Shuaichao, Guo, Shaoyong, Hao, Jiakai, Ren, Yinlin, Qi, Feng
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer architecture computing power network Convergence Costs Delays DPU Heuristic algorithms multi-agent actor-critic resource scheduling Scheduling algorithms Task analysis
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