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381 Publications


2024 | Journal Article | LibreCat-ID: 63059
Nigade, V., Bauszat, P., Bal, H., & Wang, L. (2024). Inference serving with end-to-end latency SLOs over dynamic edge networks. Real-Time Systems, 60(2), 239–290. https://doi.org/10.1007/s11241-024-09418-4
LibreCat | DOI
 

2024 | Journal Article | LibreCat-ID: 59074
Hu, J., Wang, L., Wu, J., Pei, Q., Liu, F., & Li, B. (2024). A Comparative Measurement Study of Cross-Layer 5G Performance Under Different Mobility Scenarios. Computer Networks, 257, Article 110952. https://doi.org/10.1016/j.comnet.2024.110952
LibreCat | DOI
 

2023 | Journal Article | LibreCat-ID: 63060
Wu, J., Wang, L., Jin, Q., & Liu, F. (2023). Graft: Efficient Inference Serving for Hybrid Deep Learning With SLO Guarantees via DNN Re-Alignment. IEEE Transactions on Parallel and Distributed Systems, 35(2), 280–296. https://doi.org/10.1109/tpds.2023.3340518
LibreCat | DOI
 

2022 | Dissertation | LibreCat-ID: 29672
Schneider, S. B. (2022). Network and Service Coordination: Conventional and Machine Learning Approaches". https://doi.org/10.17619/UNIPB/1-1276
LibreCat | DOI
 

2022 | Conference Paper | LibreCat-ID: 30236 | OA
Schneider, S. B., Werner, S., Khalili, R., Hecker, A., & Karl, H. (2022). mobile-env: An Open Platform for Reinforcement Learning in Wireless Mobile Networks. IEEE/IFIP Network Operations and Management Symposium (NOMS). IEEE/IFIP Network Operations and Management Symposium (NOMS), Budapest.
LibreCat | Files available
 

2022 | Conference Paper | LibreCat-ID: 32811
Redder, A., Ramaswamy, A., & Karl, H. (2022). Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law. Proceedings of the 58th Allerton Conference on Communication, Control, and Computing. 58th Allerton Conference on Communication, Control, and Computing.
LibreCat
 

2022 | Conference Paper | LibreCat-ID: 30793
Redder, A., Ramaswamy, A., & Karl, H. (2022). Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication. Proceedings of the 14th International Conference on Agents and Artificial Intelligence. https://doi.org/10.5220/0010845400003116
LibreCat | Files available | DOI
 

2022 | Preprint | LibreCat-ID: 30790
Redder, A., Ramaswamy, A., & Karl, H. (2022). Distributed gradient-based optimization in the presence of dependent  aperiodic communication. In arXiv:2201.11343.
LibreCat | arXiv
 

2022 | Preprint | LibreCat-ID: 30791
Redder, A., Ramaswamy, A., & Karl, H. (2022). Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms. In arXiv:2201.00570.
LibreCat | arXiv
 

2022 | Journal Article | LibreCat-ID: 32854
Redder, A., Ramaswamy, A., & Karl, H. (2022). Practical Network Conditions for the Convergence of Distributed Optimization. IFAC-PapersOnLine, 55(13), 133–138.
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