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This project aims to build machine-Learning models and tools that can be used by Telcos (typically by the operations team in Telcos). Each of these models aims to solve single problem within a particular category.
Requirements
Release Artifacts
Name | Description | Format (Container, Compressed File, etc.) |
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ML-Models | Failure Prediction ModelLog- Data Mining Based Log Analysis | Jupyter notebookPython Application (Adaptable to ML-Framework)Containerized ML-Model (Kubernetes based ML-Framework).Notebook, Python Script |
Tools | Algoselector, TS-Dataset Analysis Tool. | Jupyter Notebook, Python Script | Tools | Data Extraction | Python Application - Jupyter Notebook |
Research Studies | AI/ML problems in NFV, OSS Frameworks AI/ML & Kubernetes in NFV | .md files and/or pdf files. |
ML-Framework | Upstream ML framework project | Integration Code. |
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