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Introduction


Advisors

  1. Sridhar K. N. Rao (Sridhar Rao)

Intern

Accepted: Rohit Singh Rathaur


Meeting Details

Topic: AI/ML for NFV
Time: 13:00 Universal Time UTC

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Meeting ID: 961 6391 1066
Find your local number: https://zoom.us/u/acEvZCMvjT


Weekly Meeting minutes

04-June-2021


Volunteer Contributions


Sl. No.ContributorContributionDurationCertificate of Appreciation OR Contribution
1Girish L

Survey of:

  1. Existing works on AI/ML in Networking - works related to NFV - problems, ML-Techniques, Data, etc.
  2. NFV Problems - Event Correlation, VNF Placement, Anomaly Detection, VNF Failure Prediction, and Synthetic Data Generation.
  3. OSS Projects for AI/ML that can be (re)used
1 Month

ML-Networking-Telcos Survey  











Timeline and Goals

PhaseTime
130 November 2021


Phase-1 Goals 

  1. Running ML-Framework with at least 3 existing models for NFV.
  2. Generate Synthetic Data using ML.
  3. Identify 3 problems for which ML can be applied in NFV - For which no acceptable models exist.
  4. Identify the ML technique that can be used for these problems.

Phase-1 Weekly Activity

12 weeks, if the Intern is working Full-time.

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