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Thoth Nile Release Planning

Anuket Project

Thoth Nile Release Planning

Aug 19, 2022


Overview

Project Name

Enter the name of the project

Target Release Name

Nile

Project Lifecycle State

Incubation

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

Category

Jira Reference

Description

Category

Jira Reference

Description

Model

https://lf-anuket.atlassian.net/browse/THOTH-28

Ongoing: Data Mining Based Log Analysis Methods@Yichen Li 

Tools

  1. https://lf-anuket.atlassian.net/browse/THOTH-29

  2. https://lf-anuket.atlassian.net/browse/THOTH-25

  3. https://lf-anuket.atlassian.net/browse/THOTH-26

  1. NICIP platform (gitlab) @Yan Yang @Lei 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 )

Research

https://lf-anuket.atlassian.net/browse/THOTH-24

NICIP research paper @Lei Huang 

NICIP

https://lf-anuket.atlassian.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 @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

Name

Description

Format (Container, Compressed File, etc.)

ML-Models

 Data Mining Based Log Analysis

Jupyter Notebook, Python Script

Tools

Algoselector, 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-Framework

Upstream ML framework project

Integration Code.

Architecture

High level architecture diagram

Insert diagram or link.

Internal Dependencies

None

External Dependencies

None

Test and Verification

Describe how the project will be tested and verified.

Risks

List any risks and a plan to mitigate each risk.

Risk Description

Mitigation Plan

Developers

Interns

Testbed

Request for Intel POD-18