Computing-aware proactive IP-optical integrated network restructuring for edge computing

Combining graph neural network with deep reinforcement learning for resource allocation in computing force networks

X Han, M Xie, K Yu, X Huang, Z Du, H Yao - Frontiers of Information …, 2024 - Springer
Fueled by the explosive growth of ultra-low-latency and real-time applications with specific
computing and network performance requirements, the computing force network (CFN) has …
被引用次数：1 相关文章 所有 2 个版本

图神经网络与深度强化学习结合的算力网络资源分配方法

X HAN, M XIE, K YU, X HUANG, Z DU, H YAO, AX HAN… - Frontiers, 2024 - jzus.zju.edu.cn
由于具有特定计算需求及超低延迟传输需求的实时应用呈现爆炸性增长, 算力网络成为热门研究
课题. 当前算力网络的主要挑战是如何权衡网络资源与计算资源, 作出联合最优决策 …
相关文章 所有 2 个版本

Joint Multi-Layer Proactive Reconstruction for Multi-Domain IP-Optical Integrated Network

Y Li, R Gu, X Zhang - 2023 21st International Conference on …, 2023 - ieeexplore.ieee.org
Joint Multi-Layer Proactive Reconstruction for Multi-Domain IP-Optical Integrated Network
Page 1 979-8-3503-4350-2/23/$31.00 ©2023 IEEE. Joint Multi-Layer Proactive Reconstruction …
相关文章