akalash commented on a change in pull request #18354:
URL: https://github.com/apache/flink/pull/18354#discussion_r786110821



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File path: docs/content.zh/docs/ops/state/checkpointing_under_backpressure.md
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@@ -129,6 +129,10 @@ In-flight 数据后再生成 Watermark **。如果您的 Pipeline 中使用了**
 使用对齐 Checkpoint产生**不同的结果**。如果您的 Operator 依赖于最新的 Watermark 始终可用,解决办法是将 
Watermark 
 存放在 OperatorState 中。在这种情况下,Watermark 应该使用单键 group 存放在 UnionState 以方便扩缩容。
 
+#### Interplay with long-running record processing
+
+Despite that unaligned checkpoints barriers are able to overtake all other 
records in the queue. The handling of this barrier still can be delayed if the 
current record takes a lot of time to be processed. This situation can occur 
when window operators emit heavy result or the flat map produce a lot of 
records for a single input. It also can happen in any other situation when the 
processing of the single record takes a while(a long record). As result, the 
time of the checkpoint can be higher than expected or it can be volatile from 
time to time.

Review comment:
       As I see, we call it `network buffers` in documentation




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