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Works (6)

Objective-Driven Differentiable Optimization of Traffic Prediction and Resource Allocation for Split AI Inference Edge Networks

IEEE Transactions on Machine Learning in Communications and Networking
2024 | Journal article
Contributors: Xinchen Lyu; Yuewei Li; Ying He; Chenshan Ren; Wei Ni; Ren Ping Liu; Pengcheng Zhu; Qimei Cui
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Online-Learning-Based Predictive Optimization of Uplink Scheduling for Industrial Internet-of-Things

IEEE Open Journal of the Communications Society
2024 | Journal article
Contributors: Chenshan Ren; Xinchen Lyu
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Hybrid learning of predictive mobile-edge computation offloading under differently-aged network states

Future Generation Computer Systems
2024-07 | Journal article
Contributors: Chenshan Ren; Wei Song; Xinchen Lyu
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Distributed Online Learning of Cooperative Caching in Edge Cloud

IEEE Transactions on Mobile Computing
2021-08-01 | Journal article
Contributors: Xinchen Lyu; Chenshan Ren; Wei Ni; Hui Tian; Ren Ping Liu; Xiaofeng Tao
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Online Learning of Optimal Proactive Schedule Based on Outdated Knowledge for Energy Harvesting Powered Internet-of-Things

IEEE Transactions on Wireless Communications
2021-02 | Journal article
Contributors: Xinchen Lyu; Chenshan Ren; Wei Ni; Hui Tian; Qimei Cui; Ren Ping Liu
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Distributed Online Optimization of Fog Computing for Internet of Things Under Finite Device Buffers

IEEE Internet of Things Journal
2020-06 | Journal article
Contributors: Chenshan Ren; Xinchen Lyu; Wei Ni; Hui Tian; Wei Song; Ren Ping Liu
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