1

Project Creation Status

1. Jira is still pending.

2. Committer rights is pending too. It should be resolved today.

Once committer rights is obtained, will publish the 'research-studies'

2

Data Generation Status

K8S: Cloudstress for emulating failures.

Currently unable to create failures. Alternate approaches:

1. More pods with stress-tool - 20-30pods could help. Use a pattern of deploying - step, random-time-varied.

   1. Increase the iops to 10x more than the specified (by the vendor).

2. Run different application - Openstack is one example

3

Data collection through collaboration

No Progress Yet.

4

Model (FP) development Status

Simpler:

1. Completed: Decision Tree

2. Completed: XG-Boost

Novel/Complex:

1. Completed - LSTM 

2. In Progress - GNN

Demo on 3rd September.

All are on Jupyter Notebook, and currently running Google Collaborator.

5

Tools - Algoselector Update

https://github.com/opensource-tnbt/algoselector 

Kanak, Jahnavi and Akanksha - 

(ML is applicable or Not)

Supervised

Unsupervised

Reinforced

@Sridhar Rao to schedule a meeting with Students to explain the code.

6

Other Tools

1. Model based, Multi-Source Data Extraction with Data Anonymizer

Data Anonymizer:

Exclusions:

1. Columns.

2. Rows with certain 'regex'

Prometheus + Elastic

No Progress - Looking for contributors here.

5

Other Open-Works

Analysis: Trend and Pattern

Detection: Anomaly Detection

No progress - Looking for contributors here.