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Generalizable One-Way Delay Prediction Models for ...
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由 A Rao 著作2024被引用 3 次 — We use advanced machine learning over data gathered at the base stations to predict OWD from UEs and show that we are able to predict OWD with over a 2× ...
Generalizable One-Way Delay Prediction Models for ...
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由 A Rao 著作2024被引用 3 次 — These observations highlight the main challenge of developing OWD prediction models that can generalize over the inherent heterogeneity of. 5G networks, ...
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Generalizable One-Way Delay Prediction Models for ...
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Generalizable One-Way Delay Prediction Models for Heterogeneous UEs in 5G Networks. A. Rao, H. Riaz, A. Zavodovski, R. Mochaourab, V. Berggren, ...
Generalizable One-Way Delay Prediction Models for ...
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Generalizable One-Way Delay Prediction Models for Heterogeneous UEs in 5G Networks. In NOMS 2024 IEEE Network Operations and Management Symposium, Seoul ...
Technical Sessions | IEEE/IFIP Network Operations and ...
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TS8-1 Generalizable One-Way Delay Prediction Models for Heterogeneous UEs in 5G Networks. Akhila Rao (RISE SICS, Sweden); Hassam Riaz (Ericsson, Sweden); ...
Akhila Rao
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Proceedings of the ACM SIGCOMM Workshop on 5G and Beyond Network …, 2022. 7, 2022. Generalizable one-way delay prediction models for heterogeneous ues in 5g ...
Akhila Rao - RISE
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Generalizable One-Way Delay Prediction Models for Heterogeneous UEs in 5G Netwo… · Prediction and exposure of delays from a base station perspective in 5G and ...
Prediction and exposure of delays from a base station ...
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In a series of studies, we have explored approaches that utilize deep neural networks to predict communication delay experienced by 5G applications based on ...
Prediction and exposure of delays from a base station ...
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由 A Rao 著作2022被引用 7 次 — We present ML models to predict RTT using low-level and high-frequency base station metrics from a 5G mmWave testbed based on commercially available equipment.
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2024年5月6日 — TS8-1 Generalizable One-Way Delay Prediction Models for Heterogeneous UEs in 5G Networks. Akhila Rao (RISE SICS, Sweden); Hassam Riaz ...
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