Study and Evaluation of QoS Degradation Costs in Optical-NFV Network Environments with Resource Allocations based on Long Short Term Memory Prediction Techniques | IEEE Conference Publication | IEEE Xplore

Study and Evaluation of QoS Degradation Costs in Optical-NFV Network Environments with Resource Allocations based on Long Short Term Memory Prediction Techniques


Abstract:

The paper investigates the effectiveness of bandwidth prediction technique based on Long Short Term Memory recurrent neural networks for the resource allocation in Networ...Show More

Abstract:

The paper investigates the effectiveness of bandwidth prediction technique based on Long Short Term Memory recurrent neural networks for the resource allocation in Network Function Virtualization network architectures in which the datacenters are interconnected by an Elastic Optical Network. In particular we evaluate the under-provisioning costs that occurs when fewer resources than the needed ones are allocated and characterizes the QoS penalty cost to be paid by the provider because of the QoS degradation.
Date of Conference: 19-23 July 2020
Date Added to IEEE Xplore: 22 September 2020
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Conference Location: Bari, Italy

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