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2020 – today
- 2024
[j15]Chenshan Ren
, Wei Song, Xinchen Lyu:
Hybrid learning of predictive mobile-edge computation offloading under differently-aged network states. Future Gener. Comput. Syst. 156: 301-312 (2024)- [j14]Xinchen Lyu, Xinyun Hou, Chenshan Ren, Xin Ge, Penglin Yang, Qimei Cui, Xiaofeng Tao:
Secure and Efficient Federated Learning With Provable Performance Guarantees via Stochastic Quantization. IEEE Trans. Inf. Forensics Secur. 19: 4070-4085 (2024) - [j13]Xinchen Lyu, Junlin Liu, Chenshan Ren, Guoshun Nan:
Security-Communication-Computation Tradeoff of Split Decisions for Edge Intelligence. IEEE Wirel. Commun. 31(3): 257-263 (2024) - 2023
- [j12]Xinchen Lyu, Shuhan Liu, Junlin Liu, Chenshan Ren:
Scalable Aggregated Split Learning for Data-Driven Edge Intelligence on Internet-of-Things. IEEE Internet Things Mag. 6(4): 124-129 (2023) - [j11]Xinchen Lyu, Chenyu Zhang, Chenshan Ren, Yanzhao Hou:
Distributed Graph-Based Optimization of Multicast Data Dissemination for Internet of Vehicles. IEEE Trans. Intell. Transp. Syst. 24(3): 3117-3128 (2023) - [c4]Keda Chen, Xinchen Lyu, Chenshan Ren, Zixuan Liang, Qimei Cui, Xiaofeng Tao:
Robust and Reliable Resource Provisioning for Delay-Critical Services with Traffic Uncertainty. GLOBECOM 2023: 3475-3480 - [c3]Shuhan Liu, Lun Xin, Xinchen Lyu, Chenshan Ren:
Masking-enabled Data Protection Approach for Accurate Split Learning. WCNC 2023: 1-6 - 2021
- [j10]Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu, Xiaofeng Tao:
Distributed Online Learning of Cooperative Caching in Edge Cloud. IEEE Trans. Mob. Comput. 20(8): 2550-2562 (2021) - [j9]Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Qimei Cui, Ren Ping Liu:
Online Learning of Optimal Proactive Schedule Based on Outdated Knowledge for Energy Harvesting Powered Internet-of-Things. IEEE Trans. Wirel. Commun. 20(2): 1248-1262 (2021) - [c2]Xiaoting Wang, Weijun Cheng, Chenshan Ren:
Multi-objective Joint Optimization of Communication-Computation-Caching Resources in Mobile Edge Computing. ICCC Workshops 2021: 94-99 - 2020
- [b1]Chenshan Ren:
Mobile Edge Computing for Future Internet-of-Things. University of Technology Sydney, Australia, 2020 - [j8]Chenshan Ren, Xinchen Lyu, Wei Ni, Hui Tian, Wei Song, Ren Ping Liu:
Distributed Online Optimization of Fog Computing for Internet of Things Under Finite Device Buffers. IEEE Internet Things J. 7(6): 5434-5448 (2020) - [j7]Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu:
Cooperative Computing Anytime, Anywhere: Ubiquitous Fog Services. IEEE Wirel. Commun. 27(1): 162-169 (2020)
2010 – 2019
- 2019
- [j6]Chenshan Ren, Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu:
Distributed Online Learning of Fog Computing Under Nonuniform Device Cardinality. IEEE Internet Things J. 6(1): 1147-1159 (2019) - [j5]Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu, Eryk Dutkiewicz:
Optimal Online Data Partitioning for Geo-Distributed Machine Learning in Edge of Wireless Networks. IEEE J. Sel. Areas Commun. 37(10): 2393-2406 (2019) - [j4]Chenshan Ren, Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu:
Profitable Cooperative Region for Distributed Online Edge Caching. IEEE Trans. Commun. 67(7): 4696-4708 (2019) - 2018
- [j3]Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu:
Distributed Optimization of Collaborative Regions in Large-Scale Inhomogeneous Fog Computing. IEEE J. Sel. Areas Commun. 36(3): 574-586 (2018) - [j2]Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu, Y. Jay Guo:
Multi-Timescale Decentralized Online Orchestration of Software-Defined Networks. IEEE J. Sel. Areas Commun. 36(12): 2716-2730 (2018) - 2016
- [j1]Gaofeng Nie, Hui Tian, Chenshan Ren:
Energy Efficient Cell Selection in Small Cell Networks With Constrained Backhaul Links. IEEE Commun. Lett. 20(6): 1199-1202 (2016) - [c1]Tianrun Gao, Gaofeng Nie, Chenshan Ren, Hui Tian:
Cooperative Load Balancing in OFDMA Small Cell Networks. IMIS 2016: 256-260
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