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Sl. No.TopicPresenterNotes
1Request to create gitlab repo for this incubation project
Sridhar Rao to initiate on 6th of July.
2Presentation to EUAG

EUAG: End User Advisory Group.

6th of July - Present the plan, and request for support w.r.t Data.

3Framework Deployment Status

LF Acumos deployment is not stable - Ended up wasting too much time on it.

Move the "framework" issue to later phase - need volunteer(s) to get the issue with these frameworks deployment fixed.

Work independent of these framework - Python and ML-Libraries – Jupyter Notebooks.

Pod12 - Jumphost. Install Ubuntu 20.04 LTS on Jumphost.

2
4Model Deployment Status
3

RNN and LSTM – VM failure.

Data: https://github.com/amasend/SDN_with_Neural_Network/tree/master/data  - CPU

5Summary of "Gaps" in Existing Failure prediction works
  1. Container Failures are not considered.
  2. Node level failures are not considered.
  3. Application level failures are not considered.
3
6Model Enhancement Status
4

Plan will be based on - 5.

 Create separate models for each of the failures 

Girish/Rohit would like to share ideas on Model Enhancement Next week.

  • Node-Level .
  • VM - Current focus.
  • Container/Pod
  • Application/Workload
7Data Status

Sridhar Rao to send mail to Ildiko Vancsa - explaining the requirements.


8
5
Failure Prediction Definition - Status
  •  Classification of Failures
  •  Mapping data and
failures
  • failures  - ToDo - Node and VM (Rohit), Container and App to Girish.
  •   Models and Failure category mapping.