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Table of Contents

Overview

Project NameEnter the name of the project
Target Release NameNile
Project Lifecycle StateIncubation

Scope

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


CategoryJira ReferenceDescription
Model
Ongoing: TBA
https://lf-anuket.atlassian.net/browse/THOTH-28

Ongoing: Data Mining Based Log Analysis MethodsYichen Li 

Tools
  1. https://lf-anuket.
..
  1. atlassian.net/browse/THOTH-29
  2. https://
jira
  1. lf-anuket.
anuket
  1. atlassian.
io
  1. net/browse/THOTH-25
  2. https://
jira
  1. lf-anuket.
anuket
  1. atlassian.
io
  1. net/browse/THOTH-26
  1. NICIP platform (gitlab) Yan YangLei Huang 
  2. Improve AlgoSelector Tool. (Sridhar Rao )
  3. Timeseries Dataset Analysis tool. (Sridhar Rao )


Framework

  1. https://lf-anuket.atlassian.net/browse/THOTH-30
  2. https://lf-anuket.atlassian.net/browse/THOTH-27
  1. Collaboration with Mindspore Lei Huang 
  2. Kubeflow with Models of AlgoSelector (Sridhar Rao Rohit Singh Rathaur )
Researchhttps://
jira
lf-anuket.
anuket
atlassian.
io
net/browse/THOTH-24NICIP research paper Lei Huang 
NICIPhttps://
jira
lf-anuket.
anuket
atlassian.
io
net/browse/THOTH-17
  1. Collect network intelligence scenario requirements from operators, publish network intelligence scenarios and research reports in collaboration with ITU-T 13 project Beth Cohen MEHMET TOY Lei Huang
 
  1. @Joao
  2. Publish at least one network intelligence scenario competition problem on NICIP platform Lei Huang 
  3. Publish at least one open network operation and maintenance data set on the network intelligent collaborative innovation project platform Lei Huang 
  4. Create NICIP project specific page on LFN website(like 5G BP), and publicize project through Webinar and other meeting, including LFN DTF, ONES,etc. Lei Huang 
  5. Jointly promote R&D with external open source communities such as LF AI Lei Huang


Release Artifacts

NameDescription

Format (Container, Compressed File, etc.)

ML-Models Data Mining Based Log AnalysisJupyter Notebook, Python Script
ToolsAlgoselector, TS-Dataset Analysis Tool.Jupyter Notebook, Python Script
Research Studies

AI/ML problems in NFV, OSS Frameworks

AI/ML & Kubernetes in NFV

.md files and/or pdf files.
ML-FrameworkUpstream ML framework projectIntegration Code.

...