Autonomous Intelligent VNF Profiling for Future Intelligent Network Orchestration

Autonomous Intelligent VNF Profiling for Future Intelligent Network Orchestration

In this article, we propose a profile-based data-driven analysis framework to extract and analyze the characteristics and behavior of virtualized network functions (VNFs) in virtualized networks from the resource and performance perspective. This framework represents some solutions for applying prof...

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Bibliographic Details
Main Authors: Nasim Ferdosian, Shadi Moazzeni, Pratchaya Jaisudthi, Yifei Ren, Himanshu Agrawal, Dimitra Simeonidou, Reza Nejabati
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Machine Learning in Communications and Networking
Subjects:
Network function virtualization
prediction
proactive resource management
profiling
service orchestration
Online Access:https://ieeexplore.ieee.org/document/10179934/
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