- Survey if completed.
- Testbed is assigned - Pod12-Jump
- Framework : Acumos (too many issues).
- Problem Domain - Failure Prediction
- Clear Definition of Failure Prediction - Ongoing.
- Existing Models with FP - ARIMA or RNN - Used to deploy and test.
- Enhancement to Existing works on FP - Not yet started
- Data Gathering: (Important*)
- Publicly Available: Searching...
- Collecting from existing testbeds: WIP
|1||Framework Deployment Status|
Acumos - Container/K8S based approach.
Vanilla deployment - Failure to deploy for both approached (with and without cluster deployment).
|2||Survey - Implementation details - Status|
|3||Model Deployment Status|
Waiting for the Framework to be UP - to run on the testbed.
Currently running locally - Google Collab. (Jupyter Notebooks).
Data: CPU consumption.
|4||Publicly Available Data|
To be added by Girish/Rohit:
|4||Failure Prediction Definition - Status|
How to collect Data:
Take advantage of Chaos Engg Project - Litmus, Pumba, blockade etc.