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- VNF/CNF Placement
VNF/CNF resource/performance/failure prediction
- Packet-Loss Classification
The overall architecture of the project can be depicted as below:
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| Problem | Model | Link | Comments |
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Prediction of VNF Resource Demands | RNN, LSTM | https://ieeexplore.ieee.org/document/8806620 | |
| VNF Placement | Neural Network Model (MLP) |
Additional Information
LFN Acumos: https://www.acumos.org/
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Collectd : https://collectd.org/
Hosting Repo: As a Subproject under CIRV - https://github.com/opnfv/cirv
Learning Objectives
ML Techniques: Deep_learning.
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Spirent Communications
Volunteers
Girish L. (PhD Student)
VTU