148 citations · 379 across the 18 of their papers we have counts for
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cs.NI2023★ 20 cited
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification
Navid Malekghaini, Elham Akbari, Mohammad A. Salahuddin +5
Deep learning (DL) has been successfully applied to encrypted network traffic classification in experimental settings. However, in production use, it has been shown that a DL class…
cs.NI2023
Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning
Muhammad Sulaiman, Mahdieh Ahmadi, Mohammad A. Salahuddin +2
Network slicing is a key enabler for 5G to support various applications. Slices requested by service providers (SPs) have heterogeneous quality of service (QoS) requirements, such…