Network Function Virtualization in Dynamic Networks: A Stochastic Perspective
Cheng, Xiangle, Wu, Yulei, Min, Geyong, Zomaya, Albert Y.
Published in IEEE journal on selected areas in communications (01.10.2018)
Published in IEEE journal on selected areas in communications (01.10.2018)
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Journal Article
Safeguard Network Slicing in 5G: A Learning Augmented Optimization Approach
Cheng, Xiangle, Wu, Yulei, Min, Geyong, Zomaya, Albert Y., Fang, Xuming
Published in IEEE journal on selected areas in communications (01.07.2020)
Published in IEEE journal on selected areas in communications (01.07.2020)
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Journal Article
Dynamic simulation of a motor longitudinally mounted on a centralized electric drive systems for pure electric vehicles under torque ripple and transmission error excitations
Liao, Zhicheng, Hua, Xia, Cheng, Xiangle, Ning, Xiaobin, Liu, Zhengqing, Chen, Gang
Published in Science progress (1916) (01.07.2023)
Published in Science progress (1916) (01.07.2023)
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Journal Article
Is Machine Learning Ready for Traffic Engineering Optimization?
Bernardez, Guillermo, Suarez-Varela, Jose, Lopez, Albert, Wu, Bo, Xiao, Shihan, Cheng, Xiangle, Barlet-Ros, Pere, Cabellos-Aparicio, Albert
Published in 2021 IEEE 29th International Conference on Network Protocols (ICNP) (01.01.2021)
Published in 2021 IEEE 29th International Conference on Network Protocols (ICNP) (01.01.2021)
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Conference Proceeding
Reconstruction of waves traveling in a nonlinear granular chain from acoustic measurements
Cheng, Xiangle, Lu, Huancai, McFarland, D. Michael
Published in Mechanical systems and signal processing (01.12.2021)
Published in Mechanical systems and signal processing (01.12.2021)
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Journal Article
Neural quantile optimization for edge–cloud networking
Du, Bin, Zhang, He, Cheng, Xiangle, Zhang, Lei
Published in Computer networks (Amsterdam, Netherlands : 1999) (01.11.2024)
Published in Computer networks (Amsterdam, Netherlands : 1999) (01.11.2024)
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Journal Article
RouteNet-Fermi: Network Modeling With Graph Neural Networks
Ferriol-Galmes, Miquel, Paillisse, Jordi, Suarez-Varela, Jose, Rusek, Krzysztof, Xiao, Shihan, Shi, Xiang, Cheng, Xiangle, Barlet-Ros, Pere, Cabellos-Aparicio, Albert
Published in IEEE/ACM transactions on networking (01.12.2023)
Published in IEEE/ACM transactions on networking (01.12.2023)
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Journal Article
One-dimensional granular chains as transmitted force attenuators
Zhou, Zhenjiang, McFarland, D. Michael, Cheng, Xiangle, Lu, Huancai, Vakakis, Alexander F.
Published in Nonlinear dynamics (01.08.2023)
Published in Nonlinear dynamics (01.08.2023)
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Journal Article
Building a Digital Twin for network optimization using Graph Neural Networks
Ferriol-Galmés, Miquel, Suárez-Varela, José, Paillissé, Jordi, Shi, Xiang, Xiao, Shihan, Cheng, Xiangle, Barlet-Ros, Pere, Cabellos-Aparicio, Albert
Published in Computer networks (Amsterdam, Netherlands : 1999) (09.11.2022)
Published in Computer networks (Amsterdam, Netherlands : 1999) (09.11.2022)
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Journal Article
Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities
Suarez-Varela, Jose, Almasan, Paul, Ferriol-Galmes, Miquel, Rusek, Krzysztof, Geyer, Fabien, Cheng, Xiangle, Shi, Xiang, Xiao, Shihan, Scarselli, Franco, Cabellos-Aparicio, Albert, Barlet-Ros, Pere
Published in IEEE network (01.05.2023)
Published in IEEE network (01.05.2023)
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Journal Article
Principal component analysis based multiplexing solution for MIMO systems in high-speed railway
Xiangle Cheng, Xuming Fang
Published in 2014 International Workshop on High Mobility Wireless Communications (01.11.2014)
Published in 2014 International Workshop on High Mobility Wireless Communications (01.11.2014)
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Conference Proceeding
Co-existing complexity-induced traveling wave transmission and vibration localization in Euler-Bernoulli beams
Cheng, Xiangle, Bergman, Lawrence A., McFarland, D. Michael, Tan, Chin An, Vakakis, Alexander F., Lu, Huancai
Published in Journal of sound and vibration (13.10.2019)
Published in Journal of sound and vibration (13.10.2019)
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Journal Article
RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation
Ferriol-Galmes, Miquel, Rusek, Krzysztof, Suarez-Varela, Jose, Xiao, Shihan, Shi, Xiang, Cheng, Xiangle, Wu, Bo, Barlet-Ros, Pere, Cabellos-Aparicio, Albert
Published in IEEE INFOCOM 2022 - IEEE Conference on Computer Communications (02.05.2022)
Published in IEEE INFOCOM 2022 - IEEE Conference on Computer Communications (02.05.2022)
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Conference Proceeding
Separation of traveling and standing waves in a finite dispersive string with partial or continuous viscoelastic foundation
Cheng, Xiangle, Blanchard, Antoine, Tan, Chin An, Lu, Huancai, Bergman, Lawrence A., McFarland, D. Michael, Vakakis, Alexander F.
Published in Journal of sound and vibration (22.12.2017)
Published in Journal of sound and vibration (22.12.2017)
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Journal Article
Accelerating Deep Reinforcement Learning for Digital Twin Network Optimization with Evolutionary Strategies
Guemes-Palau, Carlos, Almasan, Paul, Xiao, Shihan, Cheng, Xiangle, Shi, Xiang, Barlet-Ros, Pere, Cabellos-Aparicio, Albert
Published in NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium (25.04.2022)
Published in NOMS 2022-2022 IEEE/IFIP Network Operations and Management Symposium (25.04.2022)
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Conference Proceeding
MAGNNETO: A Graph Neural Network-Based Multi-Agent System for Traffic Engineering
Bernardez, Guillermo, Suarez-Varela, Jose, Lopez, Albert, Shi, Xiang, Xiao, Shihan, Cheng, Xiangle, Barlet-Ros, Pere, Cabellos-Aparicio, Albert
Published in IEEE transactions on cognitive communications and networking (01.04.2023)
Published in IEEE transactions on cognitive communications and networking (01.04.2023)
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Journal Article