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Anuket Thoth: AI/ML for Telco-Cloud Usecases

Anuket Thoth: AI/ML for Telco-Cloud Usecases

Owned by Sridhar Rao
Jul 25, 2021
1 min read



URL: https://wiki.anuket.io/pages/viewpage.action?pageId=7637084

Request



Sample data, as described in the data models here: https://wiki.anuket.io/pages/viewpage.action?pageId=7638023

Approach

Decision Driven Data Analytics

ML Problem

Failure Prediction

Failure Types

 Existing Works

Data Availability

Works to create data.

Request to EUAG

How Failure is Defined

Failure Types

 Existing Works

Data Availability

Works to create data.

Request to EUAG

How Failure is Defined

Links

YES

YES*

Yes. Ongoing

YES

Link Down, Reachability

Nodes

NO

NO

NO

-



VMs

YES

NO

Yes. Experimental work is ongoing.

YES

Shutdown, 

(Hang, Panic, Crash, Critical errors)

Containers

NO

NO

Yes. Experimental work is ongoing.

YES

Shutdown, 

(Hang, Panic, Crash, Critical errors)

Applications

YES

YES*

NO

YES

Non Availability

(crash, critical errors)

Middleware services

NO

NO

NO

-

Non Availability

Minimal, not compliant to the model.

Data