Github user fmthoma commented on a diff in the pull request:

    https://github.com/apache/flink/pull/6021#discussion_r189433306
  
    --- Diff: 
flink-connectors/flink-connector-kinesis/src/main/java/org/apache/flink/streaming/connectors/kinesis/FlinkKinesisProducer.java
 ---
    @@ -326,6 +342,24 @@ private void checkAndPropagateAsyncError() throws 
Exception {
                }
        }
     
    +   /**
    +    * If the internal queue of the {@link KinesisProducer} gets too long,
    +    * flush some of the records until we are below the limit again.
    +    * We don't want to flush _all_ records at this point since that would
    +    * break record aggregation.
    +    */
    +   private void checkQueueLimit() {
    +           while (producer.getOutstandingRecordsCount() >= queueLimit) {
    +                   producer.flush();
    --- End diff --
    
    So I'd suggest to add `producer.notifyAll()` to both `onSuccess()` and 
`onFailure()` in the callback, and replace the `Thread.sleep(500)` by 
`producer.wait(500)`. This way we re-check with every record sent out, or at 
most after 0.5 seconds.


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