تصفح حسب المؤلف "Yuan, Xin"
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A machine learning approach of load balance routing to support next-generation wireless networks
Yao, Haipeng; Yuan, Xin; Zhang, Peiying; Wang, Jingjing; Jiang, Chunxiao; Guizani, Mohsen... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Conference Paper)With the development of Next-generation Wireless Networks (NWNs), delay-sensitive traffic triggered by mobile applications (such as video stream and online games) will become an important part of the NWNs. With the increasing ... -
Artificial Intelligence Empowered QoS-Oriented Network Association for Next-Generation Mobile Networks
Yuan, Xin; Yao, Haipeng; Wang, Jingjing; Mai, Tianle; Guizani, Mohsen ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)The increasing complexity and dynamics of 5G mobile networks have brought revolutionary changes in its modeling and control, where efficient routing and resource allocation strategies become beneficial. Software-Defined ... -
Machine learning aided load balance routing scheme considering queue utilization
Yao, Haipeng; Yuan, Xin; Zhang, Peiying; Wang, Jingjing; Jiang, Chunxiao; Guizani, Mohsen... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)Due to the rapid development of network techniques, packet-switched systems experience high-speed growth of traffic, which imposes a heavy and unbalanced burden on the routers. Hence, efficient routing schemes are required ...