rkhachatryan commented on a change in pull request #18431:
URL: https://github.com/apache/flink/pull/18431#discussion_r791456268



##########
File path: docs/content/docs/ops/state/state_backends.md
##########
@@ -325,6 +325,126 @@ public class MyOptionsFactory implements 
ConfigurableRocksDBOptionsFactory {
 
 {{< top >}}
 
+## Enabling Changelog
+
+// todo: Chinese version of all changed docs
+
+// todo: mention in [large state tuning]({{< ref 
"docs/ops/state/large_state_tuning" >}})? or 1.16?
+
+{{< hint warning >}} The feature is in experimental status. {{< /hint >}}
+
+{{< hint warning >}} Enabling Changelog may have a negative performance impact 
on your application (see below). {{< /hint >}}
+
+### Introduction
+
+Changelog is a feature that aims to decrease checkpointing time, and therefore 
end-to-end latency in exactly-once mode.
+
+Most commonly, checkpoint duration is affected by:
+
+1. Barrier travel time and alignment, addressed by
+   [Unaligned checkpoints]({{< ref 
"docs/ops/state/checkpointing_under_backpressure#unaligned-checkpoints" >}})
+   and [Buffer debloating]({{< ref 
"docs/ops/state/checkpointing_under_backpressure#buffer-debloating" >}})
+2. Snapshot creation time (so-called synchronous phase), addressed by 
Asynchronous snapshots
+3. Snapshot upload time (asynchronous phase)
+
+The latter (upload time) can be decreased by [Incremental checkpoints]({{< ref 
"#incremental-checkpoints" >}}). However,
+even with Incremental checkpoints, large deployments tend to have at least one 
task in every checkpoint that uploads a
+lot of data (e.g. after compaction).
+
+With Changelog enabled, Flink uploads state changes continuously, forming a 
changelog. On checkpoint, only the relevant
+part of this changelog needs to be uploaded. Independently, configured state 
backend is checkpointed in the
+background periodically. Upon successful upload, changelog is truncated.
+
+As a result, asynchronous phase is reduced, as well as synchronous phase (in 
particular, long-tail).

Review comment:
       Sure, explained, PTAL.




-- 
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

To unsubscribe, e-mail: issues-unsubscr...@flink.apache.org

For queries about this service, please contact Infrastructure at:
us...@infra.apache.org


Reply via email to