All Apps and Add-ons

How to get prediction for next few days for certain categories?

pramit46
Contributor

I have disk utilization log for which i want to do prediction for next 3 days for the following levels:
location, client, server

Problem is timechart (which is required for the predict command) does not allow more than one field. How do i proceed?
I am using ml app.
My search command is something like this:

Search data| apply model|timechart avg(usage) as avg by location|predict avg future_timespan=3

How do i incorporate client and server in this so that i get prediction for each level?

0 Karma

DalJeanis
Legend

Basically, you can only do one thing at a time. However, you can fake out the system

 Search data
| apply model
| eval mygroupfield=mvappend("L=".location,
    "L=".location."!!!!C=".client,
    "L=".location."!!!!C=".client."!!!!S=".server)
| fields - location client server
| mvexpand mygroupfield
| timechart avg(usage) as avg by mygroupfield
| predict avg future_timespan=3

After that, you can filter or break up the predictions as you choose using something like this:

| rex mygroupfield  "L=(?<location>.+?)(!!!!C=(?<client>.+?))?(!!!!S=(?<server>.+?))?$"

There will be a single record for each location, a record for each location-client, and a record for each location-client-server.

0 Karma

pramit46
Contributor

thanks a lot. but the predict command says cannot find the field avg. when I look into the timechart, I see due to breakup, it shows all the values of mygroupfield but no specific group called avg or avg(usage).
any idea what I can do for this?

0 Karma
Get Updates on the Splunk Community!

Announcing Scheduled Export GA for Dashboard Studio

We're excited to announce the general availability of Scheduled Export for Dashboard Studio. Starting in ...

Extending Observability Content to Splunk Cloud

Watch Now!   In this Extending Observability Content to Splunk Cloud Tech Talk, you'll see how to leverage ...

More Control Over Your Monitoring Costs with Archived Metrics GA in US-AWS!

What if there was a way you could keep all the metrics data you need while saving on storage costs?This is now ...