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Collaborations and top research areas from the last five years
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MVFL: Multivariate Vertical Federated Learning for Time-Series Forecasting
Yang, X., Jung, J. P., Lu, J., Lim, K. W. & Linguaglossa, L., 1 Jan 2025, Proceedings of the 2025 21st International Conference on Network and Service Management: AI and Sustainability in the Future of Network and Service Management, CNSM 2025. Cerroni, W., Tortonesi, M., Borsatti, D., Schaeffer-Filho, A. E., Tuncer, D., Francois, J. & Husak, M. (eds.). Institute of Electrical and Electronics Engineers Inc., (Proceedings of the 2025 21st International Conference on Network and Service Management: AI and Sustainability in the Future of Network and Service Management, CNSM 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A First Look at the Impact of Measurement on Orchestrating Digital Twin Network
Tao, W. & Linguaglossa, L., 1 Jan 2024, 2024 IEEE 13th International Conference on Cloud Networking, CloudNet 2024. Menezes Ferrazani Mattos, D., Monteiro Moraes, I., Nguyen, T. M. T., de Souza Couto, R. & Rubinstein, M. G. (eds.). Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 13th International Conference on Cloud Networking, CloudNet 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Non-invasive performance prediction of high-speed softwarized network services with limited knowledge
Liu, Q., Zhang, T. & Linguaglossa, L., 1 Jan 2024, IEEE INFOCOM 2024 - IEEE Conference on Computer Communications. Institute of Electrical and Electronics Engineers Inc., p. 2328-2337 10 p. (Proceedings - IEEE INFOCOM).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Optimizing Energy Consumption through Scheduling in Low-resource Edge Clusters using Multi-Agent PPO
Verninas, H. & Linguaglossa, L., 9 Dec 2024, CoNEXT-SW 2024 - Proceedings of the CoNEXT Student Workshop, Co-Located with: CoNEXT 2024. Association for Computing Machinery, Inc, p. 17-18 2 p. (CoNEXT-SW 2024 - Proceedings of the CoNEXT Student Workshop, Co-Located with: CoNEXT 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Proactive VNF Redeployment and Traffic Routing for modern telco networks
Liu, Q., Zhang, T., Cerroni, W. & Linguaglossa, L., 1 Jan 2024, 2024 IEEE 10th International Conference on Network Softwarization, NetSoft 2024. Institute of Electrical and Electronics Engineers Inc., p. 91-99 9 p. (2024 IEEE 10th International Conference on Network Softwarization, NetSoft 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Enabling Programmable Deterministic Communications in 6G
Thi, M. T., Said, S. B. H., Roberty, A., Chbib, F., Khatoun, R. & Linguaglossa, L., 23 Oct 2023, MobiHoc 2023 - Proceedings of the 2023 International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing. Association for Computing Machinery, p. 322-327 6 p. (Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Quantifying the Bias of Transformer-Based Language Models for African American English in Masked Language Modeling
Salutari, F., Ramos, J., Rahmani, H. A., Linguaglossa, L. & Lipani, A., 1 Jan 2023, Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2023, Proceedings. Kashima, H., Ide, T. & Peng, W.-C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 532-543 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13935 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Message from the IEEE CloudNet 2022 Chairs
Secci, S., Durairajan, R. & Linguaglossa, L., 1 Jan 2022, In: Proceedings of the 2022 IEEE Conference on Cloud Networking 2022, CloudNet 2022. p. VII-VIIIResearch output: Contribution to journal › Editorial
Open Access -
Adaptive Batching for Fast Packet Processing in Software Routers using Machine Learning
Okelmann, P., Linguaglossa, L., Geyer, F., Emmerich, P. & Carle, G., 28 Jun 2021, Proceedings of the 2021 IEEE Conference on Network Softwarization: Accelerating Network Softwarization in the Cognitive Age, NetSoft 2021. Shiomoto, K., Kim, Y.-T., Rothenberg, C. E., Martini, B., Oki, E., Choi, B.-Y., Kamiyama, N. & Secci, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 206-210 5 p. 9492668. (Proceedings of the 2021 IEEE Conference on Network Softwarization: Accelerating Network Softwarization in the Cognitive Age, NetSoft 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Discrete-Time Modeling of NFV Accelerators that Exploit Batched Processing
Geissler, S., Lange, S., Linguaglossa, L., Rossi, D., Zinner, T. & Hossfeld, T., 1 Sept 2021, In: ACM Transactions on Modeling and Performance Evaluation of Computing Systems. 6, 3, 11.Research output: Contribution to journal › Article › peer-review