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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
Ongoing: TBA Sridhar Rao Rohit Singh Rathaur Abhishek Jangid
Existing: TBA Sridhar Rao Rohit Singh Rathaur Abhishek Jangid Yichen Li
Ongoing: TBA Sridhar Rao
Existing: TBA Sridhar Rao Lei Huang
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scenariosand
scenariocompetition
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Category | Jira Reference | Description |
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Model |
https://jira.anuket.io/browse/THOTH-28 | Ongoing: Data Mining Based Log Analysis Methods |
Tools |
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Framework |
Upstream: TBA Sridhar Rao
Thoth:
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Research | https://jira.anuket.io/browse/THOTH-24 | NICIP research paper Lei Huang |
NICIP | https://jira.anuket.io/browse/THOTH-17 |
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Release Artifacts
Name | Description | Format (Container, Compressed File, etc.) | |||
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ML-Models | Jupyter notebook | ||||
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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