What are the best use cases for Davis forecasting

heramb_sawant — Fri, 04 Apr 2025 06:34:34 GMT

Hi ,
I am working POC for davis forecasting capability. I built workflow which take last week data points of historical resource utilization ( disk , CPU) and predict about upcoming week. Apart from Disk and CPU , what are other best use cases can be used to try this forecasting.

I faced some challenge like Davis analyzer works with dql query to take historical data points and grail is not having all type of metric data ( Front end metrics , network , DB connections failure related metric). Grail is not having keys for DT's built in metrics.

Can somebody guide me how can try more use cases considering grail limitations. Please help on this.

Regarrds,
Heramb Sawant

Re: What are the best use cases for Davis forecasting

yanezza — Sat, 05 Apr 2025 17:12:39 GMT

Hi!
First of all, I suggest to give a read to this docs page, where there is also an example:
https://docs.dynatrace.com/docs/discover-dynatrace/platform/davis-ai/ai-models/forecast-analysis

In general, the main point is that the data should be on grail (if you want to use DQL, with JS code you can basically what you want - https://developer.dynatrace.com/develop/forecast-with-davis-ai/#related-links) and should be convertable to a timeseries.

topic Re: What are the best use cases for Davis forecasting in DQL

What are the best use cases for Davis forecasting

Re: What are the best use cases for Davis forecasting