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https://issues.apache.org/jira/browse/FLINK-31772?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Ahmed Hamdy updated FLINK-31772:
--------------------------------
Description:
h1. Issue
While benchmarking the {{KinesisStreamSink}} for 1.15 against the legacy
{{FlinkKinesisProduced}} , it is observed that the new sink has a performance
regression against the deprecated sink for same environment setting.
Further investigation identified that the AIMD Ratelimiting strategy is the
bottleneck for the regression.
Attached results for {{KinesisStreamSink}} against {FlinkKinesisProducer} and
{KinesisStreamSink} after disabling {{AIMDRatelimitingStrategy}}
h2. Environment Settings
- Benchmarking was performed on AWS KDA.
- Application logic is just sending records downstream
- Application parallelism was tested to be 1.
- Kinesis stream number of shards was tested with 8 and 12.
- payload size was 1Kb and 100Kb.
was:
h1. Issue
While benchmarking the {{KinesisStreamSink}} for 1.15 against the legacy
{{FlinkKinesisProduced}} , it is observed that the new sink has a performance
regression against the deprecated sink for same environment setting.
Further investigation identified that the AIMD Ratelimiting strategy is the
bottleneck for the regression.
Attached results for {{KinesisStreamSink}} against {FlinkKinesisProducer} and
{KinesisStreamSink} after disabling {{AIMDRatelimitingStrategy}}
h2. Environment Settings
- Benchmarking was performed on AWS KDA.
- Application logic is just sending records downstream
- Application parallelism was tested to be 1.
- Kinesis stream number of shards was tested with 8 and 12.
- payload size was 1Kb and 100Kb.
> AsyncSinkWriter Performance regression due to AIMD rate limiting strategy
> -------------------------------------------------------------------------
>
> Key: FLINK-31772
> URL: https://issues.apache.org/jira/browse/FLINK-31772
> Project: Flink
> Issue Type: Bug
> Components: Connectors / Common, Connectors / Firehose, Connectors /
> Kinesis
> Affects Versions: 1.16.0, aws-connector-3.0.0, 1.16.1,
> aws-connector-4.0.0, aws-connector-4.1.0
> Reporter: Ahmed Hamdy
> Priority: Major
> Fix For: 1.16.2, aws-connector-4.2.0
>
> Attachments: Screenshot 2023-04-11 at 12.56.10.png, Screenshot
> 2023-04-11 at 12.58.09.png, Screenshot 2023-04-11 at 13.01.47.png
>
>
> h1. Issue
> While benchmarking the {{KinesisStreamSink}} for 1.15 against the legacy
> {{FlinkKinesisProduced}} , it is observed that the new sink has a performance
> regression against the deprecated sink for same environment setting.
> Further investigation identified that the AIMD Ratelimiting strategy is the
> bottleneck for the regression.
> Attached results for {{KinesisStreamSink}} against {FlinkKinesisProducer}
> and {KinesisStreamSink} after disabling {{AIMDRatelimitingStrategy}}
> h2. Environment Settings
> - Benchmarking was performed on AWS KDA.
> - Application logic is just sending records downstream
> - Application parallelism was tested to be 1.
> - Kinesis stream number of shards was tested with 8 and 12.
> - payload size was 1Kb and 100Kb.
>
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