git.net

[Date Prev][Date Next][Thread Prev][Thread Next][Date Index][Thread Index]

Re: Guidelines around how to scale with worker nodes?


Sorry, any tips or hints related the below questions? Thank you.

Jerry

2018年10月24日(水) 3:37、Jerry Chi さん(jerry.chi@xxxxxxxxxxxxx)のメッセージ:

> Hi everyone,
>
> I'm occasionally observing tasks stuck in "queued" for a long time despite
> trying various edits of parameter values in airflow.cfg and I'm guessing it
> would help to increase the number of worker nodes (right now I have one
> worker node).
>
> Are there any guidelines for:
> 1. How to determine if the # of worker nodes is indeed the bottleneck
> causing tasks to be stuck in "queued" ? It doesn't seem the memory/CPU
> usage on the worker node is close to 100%.
> 2. How to determine the optimal number and CPU/memory specs of the worker
> nodes if I want to be able to handle X simultaneous tasks without them
> getting stuck in "queued" ?
> I'm using CeleryExecutor + RabbitMQ on EC2.
>
> Thanks~
> Jerry Chi ジェリー・チー | Data Science Manager | +81-70-2668-5491 | LINE/Skype:
> peacej | 카톡: peacej2 | WeChat: jerrychijerry
>