Browsing by Author "Zhou, Zhenyu"
Now showing items 1-3 of 3
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Blockchain and Learning-Based Computation Offloading in Space-Assisted Power IoT
Liao, H.; Liao, Haijun; Zhou, Zhenyu; Wang, Zhao; Pan, Chao; Jia, Zehan; Guizani, Mohsen... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Conference Paper)Power systems impose stringent security and delay requirements on computation offloading, which cannot be satisfied by existing PIoT. In this paper, we address this challenge by combining blockchain and machine learning. ... -
Federated Deep Actor-Critic-Based Task Offloading in Air-Ground Electricity IoT
Zhang, Sunxuan; Liao, Haijun; Zhou, Zhenyu; Wang, Yang; Zhang, Hui; Wang, Xiaoyan; Mumtaz, Shahid; Guizani, Mohsen... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2021 , Conference Paper)The integration of air-ground electricity internet of things (AGE-IoT) and machine learning, enables flexible network coverage and intelligent task offloading. However, dynamics of AGE-IoT networks, incomplete information, ... -
Time-Dependent Pricing for Bandwidth Slicing under Information Asymmetry and Price Discrimination
Zhou, Zhenyu; Wang, Bingchen; Gu, Bo; Ai, Bo; Mumtaz, Shahid; Rodriguez, Jonathan; Guizani, Mohsen... more authors ... less authors ( Institute of Electrical and Electronics Engineers Inc. , 2020 , Article)Due to the bursty nature of Internet traffic, network service providers (NSPs) are forced to expand their network capacity in order to meet the ever-increasing peak-time traffic demand, which is however costly and inefficient. ...