Chenshan Ren

According to our database, Chenshan Ren authored at least 20 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Security-Communication-Computation Tradeoff of Split Decisions for Edge Intelligence.

Xinchen Lyu, Junlin Liu, Chenshan Ren, Guoshun Nan

IEEE Wirel. Commun., June, 2024

Secure and Efficient Federated Learning With Provable Performance Guarantees via Stochastic Quantization.

Xinchen Lyu, Xinyun Hou, Chenshan Ren, Xin Ge, Penglin Yang, Qimei Cui, Xiaofeng Tao

IEEE Trans. Inf. Forensics Secur., 2024

Hybrid learning of predictive mobile-edge computation offloading under differently-aged network states.

Chenshan Ren, Wei Song, Xinchen Lyu

Future Gener. Comput. Syst., 2024

2023

Scalable Aggregated Split Learning for Data-Driven Edge Intelligence on Internet-of-Things.

Xinchen Lyu, Shuhan Liu, Junlin Liu, Chenshan Ren

IEEE Internet Things Mag., December, 2023

Distributed Graph-Based Optimization of Multicast Data Dissemination for Internet of Vehicles.

Xinchen Lyu, Chenyu Zhang, Chenshan Ren, Yanzhao Hou

IEEE Trans. Intell. Transp. Syst., March, 2023

Masking-enabled Data Protection Approach for Accurate Split Learning.

Shuhan Liu, Lun Xin, Xinchen Lyu, Chenshan Ren

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Robust and Reliable Resource Provisioning for Delay-Critical Services with Traffic Uncertainty.

Keda Chen, Xinchen Lyu, Chenshan Ren, Zixuan Liang, Qimei Cui, Xiaofeng Tao

Proceedings of the IEEE Global Communications Conference, 2023

2021

Online Learning of Optimal Proactive Schedule Based on Outdated Knowledge for Energy Harvesting Powered Internet-of-Things.

Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Qimei Cui, Ren Ping Liu

IEEE Trans. Wirel. Commun., 2021

Distributed Online Learning of Cooperative Caching in Edge Cloud.

Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu, Xiaofeng Tao

IEEE Trans. Mob. Comput., 2021

Multi-objective Joint Optimization of Communication-Computation-Caching Resources in Mobile Edge Computing.

Xiaoting Wang, Weijun Cheng, Chenshan Ren

Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

2020

Mobile Edge Computing for Future Internet-of-Things

Chenshan Ren

PhD thesis, 2020

Cooperative Computing Anytime, Anywhere: Ubiquitous Fog Services.

Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu

IEEE Wirel. Commun., 2020

Distributed Online Optimization of Fog Computing for Internet of Things Under Finite Device Buffers.

Chenshan Ren, Xinchen Lyu, Wei Ni, Hui Tian, Wei Song, Ren Ping Liu

IEEE Internet Things J., 2020

2019

Profitable Cooperative Region for Distributed Online Edge Caching.

Chenshan Ren, Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu

IEEE Trans. Commun., 2019

Optimal Online Data Partitioning for Geo-Distributed Machine Learning in Edge of Wireless Networks.

Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu, Eryk Dutkiewicz

IEEE J. Sel. Areas Commun., 2019

Distributed Online Learning of Fog Computing Under Nonuniform Device Cardinality.

Chenshan Ren, Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu

IEEE Internet Things J., 2019

2018

Multi-Timescale Decentralized Online Orchestration of Software-Defined Networks.

Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu, Y. Jay Guo

IEEE J. Sel. Areas Commun., 2018

Distributed Optimization of Collaborative Regions in Large-Scale Inhomogeneous Fog Computing.

Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu

IEEE J. Sel. Areas Commun., 2018

2016

Energy Efficient Cell Selection in Small Cell Networks With Constrained Backhaul Links.

Gaofeng Nie, Hui Tian, Chenshan Ren

IEEE Commun. Lett., 2016

Cooperative Load Balancing in OFDMA Small Cell Networks.

Tianrun Gao, Gaofeng Nie, Chenshan Ren, Hui Tian

Proceedings of the 10th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2016