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08/04/2023
AutoML4ETC: Automated Neural Architecture Search for Real-World Encrypted Traffic Classification
Deep learning (DL) has been successfully applied to encrypted network tr...
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06/15/2023
Generalizable Resource Scaling of 5G Slices using Constrained Reinforcement Learning
Network slicing is a key enabler for 5G to support various applications....
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06/01/2023
MonArch: Network Slice Monitoring Architecture for Cloud Native 5G Deployments
Automated decision making algorithms are expected to play a key role in ...
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03/11/2020
Constellation: A High Performance Geo-Distributed Middlebox Framework
Middleboxes are increasingly deployed across geographically distributed ...
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01/25/2020
Vehicle Scheduling Problem
We define a new problem called the Vehicle Scheduling Problem (VSP). The...
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01/10/2020
Fault Tolerance for Service Function Chains
Traffic in enterprise networks typically traverses a sequence of middleb...
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09/11/2019
3D traffic flow model for UAVs
In this work, we introduce a microscopic traffic flow model called Scala...
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06/24/2019
Reliable Slicing of 5G Transport Networks with Dedicated Protection
In 5G networks, slicing allows partitioning of network resources to meet...
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02/22/2019