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On Modeling Network Slicing Communication Resources with SARSA Optimization
The communication slices and their allocated communication resources are essential in slicing architectures for resource orchestration and allocation, virtual network function (VNF) deployment, and slice operation functionalities.
Enhanced Pub/Sub Communications for Massive IoT Traffic with SARSA Reinforcement Learning
This paper addresses the issue of conveying a massive volume of IoT data through a network with limited communications resources (bandwidth) using a cognitive communications resource allocation based on Reinforcement Learning (RL) with SARSA algorithm.
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