Getting Data In

Time notions in event processing

oaken
New Member

Hello everyone,

I was reading through the docs and a question came to my mind.

Does Splunk have different notions of time that exists in stream processing products like Flink or Kafka? Flink has event time, ingestion time and processing time for all the events that arrive and uses complex algorithms for handling event time and processing time differences, like watermarks.

From what I see from the docs, Splunk has a single concept of time in the form of timestamps that are added to the events that arrive at the system and ignores the event time, the actual time when the event has been created.

Am I right or am I missing something?

Thanks.

Labels (1)
0 Karma

ITWhisperer
SplunkTrust
SplunkTrust

Splunk tries to allocate a useful timestamp to the events. This is configurable so if the events are described correctly, the "event time" (if present in the data) can be used. If all else fails, the time that the event is processed is used. So, splunk doesn't really have a single notion of time, it tries to use the most useful available to it. If there are other timestamps within the data, these can still be extracted, e.g. an event may have a start and an end time within the event, these could be extracted into separate fields for the event and one or other or neither be assigned to the timestamp for the event.

0 Karma
Got questions? Get answers!

Join the Splunk Community Slack to learn, troubleshoot, and make connections with fellow Splunk practitioners in real time!

Meet up IRL or virtually!

Join Splunk User Groups to connect and learn in-person by region or remotely by topic or industry.

Get Updates on the Splunk Community!

Make Your Machine Data AI-Ready in Splunk

Every team is getting ready for AI agents.   Thursday, November 12, 2026  |  11AM  PST / 2PM EST   ...

Splunk Asynchronous Forwarding Explained

Splunk asynchronous forwarding is often misunderstood as simply setting autoLBVolume. That is not quite right. ...

How to Monitor AI Agents with Splunk Agent Observability

Let’s say I’m running a travel planning AI app in production. A user asks for three concise hotel options in ...