Re: How many task managers can Flink efficiently scale to?

2019-08-14 Thread Chad Dombrova
Thanks for the info! It's very helpful. -chad On Sun, Aug 11, 2019 at 4:21 AM Zhu Zhu wrote: > Hi Chad, > > We have (Blink) jobs each running with over 10 thousands of TMs. > In our experience, the main regression caused by large scale TMs is the in > TM allocation stage in ResourceManager, t

Re: How many task managers can Flink efficiently scale to?

2019-08-11 Thread Zhu Zhu
Hi Chad, We have (Blink) jobs each running with over 10 thousands of TMs. In our experience, the main regression caused by large scale TMs is the in TM allocation stage in ResourceManager, that some times it fails to allocate enough TMs before the allocation timeout. It does not deteriorate much o

Re: How many task managers can Flink efficiently scale to?

2019-08-11 Thread qi luo
Hi Chad, In our cases, 1~2k TMs with up to ~10k TM slots are used in one job. In general, the CPU/memory of Job Manager should be increased with more TMs. Regards, Qi > On Aug 11, 2019, at 2:03 AM, Chad Dombrova wrote: > > Hi, > I'm still on my task management investigation, and I'm curious t

How many task managers can Flink efficiently scale to?

2019-08-10 Thread Chad Dombrova
Hi, I'm still on my task management investigation, and I'm curious to know how many task managers people are reliably using with Flink. We're currently using AWS | Thinkbox Deadline, and we're able to easily utilize over 300 workers, and I've heard from other customers who use several thousand, so