Hello Will,

Your question is very high-level and hence I felt less guilty to give you a
general answer :)

You can read the web docs on on Kafka Streams achieve high throughput via
data parallelism here:

https://kafka.apache.org/11/documentation/streams/architecture


Regarding KSQL, you can look at the github issues for asked features and
tentative roadmap tasks:

https://github.com/confluentinc/ksql/issues


Guozhang


On Mon, Jul 16, 2018 at 5:06 AM, Will Du <will...@gmail.com> wrote:

> Hi folks,
> As far as I know, Kafka Stream is a separate process by reading data from
> topic, transform, and writing to another topic if needed. In this case, how
> this process supports high throughout stream as well as load balance in
> terms of message traffic and computing resource for stream processing?
>
> Regarding to KSL, is there any query optimization in place or in roadmap?
>
> Thanks,
> Will
>
>


-- 
-- Guozhang

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