Bayesian Active Learning for Sample Efficient 5G Radio Map Reconstruction.
IEEE Trans. Wirel. Commun., December, 2024
A Comprehensive Real-World Evaluation of 5G Improvements over 4G in Low- and Mid-Bands.
Dataset, March, 2024
Network embedding based on high-degree penalty and adaptive negative sampling.
Data Min. Knowl. Discov., 2024
Robust Multiple Description Neural Video Codec with Masked Transformer for Dynamic and Noisy Networks.
CoRR, 2024
The Case for Boosting Mobile Application QoE via Smart Band Switching in 5G/xG Networks.
Proceedings of the 25th International Workshop on Mobile Computing Systems and Applications, 2024
SHARE: A Distributed Learning Framework For Multivariate Time-Series Forecasting.
Proceedings of the 25th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2024
Unveiling the 5G Mid-Band Landscape: From Network Deployment to Performance and Application QoE.
Proceedings of the ACM SIGCOMM 2024 Conference, 2024
Dissecting Carrier Aggregation in 5G Networks: Measurement, QoE Implications and Prediction.
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Proceedings of the ACM SIGCOMM 2024 Conference, 2024
A Comprehensive Real-World Evaluation of 5G Improvements over 4G in Low- and Mid-Bands.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2024
Towards a Meta-Learning Assisted Universal Neural Receiver: An Empirical Study.
Proceedings of the 2nd International Conference on 6G Networking, 2024
Mid-Band 5G: A Measurement Study in Europe and US.
CoRR, 2023
An In-Depth Measurement Analysis of 5G mmWave PHY Latency and Its Impact on End-to-End Delay.
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Proceedings of the Passive and Active Measurement - 24th International Conference, 2023
A Closer Look at Stand-Alone 5G Deployments from the UE Perspective.
Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023
Multi-Modal Vehicle Data Delivery via Commercial 5G Mobile Networks: An Initial Study.
Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023
Vivisecting mobility management in 5G cellular networks.
Proceedings of the SIGCOMM '22: ACM SIGCOMM 2022 Conference, Amsterdam, The Netherlands, August 22, 2022
5GNN: extrapolating 5G measurements through GNNs.
Proceedings of the 1st International Workshop on Graph Neural Networking, 2022
Raven: belady-guided, predictive (deep) learning for in-memory and content caching.
Proceedings of the 18th International Conference on emerging Networking EXperiments and Technologies, 2022
Accelerating Distributed Deep Learning using Multi-Path RDMA in Data Center Networks.
Proceedings of the SOSR '21: The ACM SIGCOMM Symposium on SDN Research, Virtual Event, USA, October 11, 2021
Laplacian Centrality Peaks Clustering Based on Potential Entropy.
IEEE Access, 2018