Re: 回复: Questions regarding adaptive scheduler with YARN and application mode

2023-06-28 Thread Leon Xu
Thank you both. Looks like with the upcoming Flink 1.18 release, we should build an auto-scaler service to monitor the job and properly adjust the allocated resource from YARN. Leon On Wed, Jun 28, 2023 at 9:08 AM Madan D wrote: > Hello Leon, > > As described by Chen below Adaptive Scheduler d

Re: 回复: Questions regarding adaptive scheduler with YARN and application mode

2023-06-28 Thread Madan D via user
Hello Leon, As described by Chen below Adaptive Scheduler doesn't perform auto scale a Flink Job other than allocating the requested slots based on availability. Recently we implemented this with EMR managed scaling by combining adaptive scheduler since there's no direct support of auto scaling

回复: Questions regarding adaptive scheduler with YARN and application mode

2023-06-28 Thread Chen Zhanghao
Hi Leon, Adaptive scheduler alone cannot autoscale a Flink job. It simply adjusts the parallelism of a job based on available slots [1]. To autoscale a job, we further need a policy to suggest the recommended resources for the job and a mechanism to adjust the allocated resources of the job (ak