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Answered
Hi, I Am Working In Aws Where I Have Multiple Accounts, Each One Containing Its Own Databases. I Want To Understand How To Set Up A Clearml Server In One Centralized Account, And Then Use That In Order To Launch Experiments In The Different Accounts (Such

Hi, I am working in AWS where I have multiple accounts, each one containing its own databases.
I want to understand how to set up a ClearML server in one centralized account, and then use that in order to launch experiments in the different accounts (such that the data never leaves its host account), and of course collect back the logs for ClearML's full view.
I assume models are saved in their respective accounts, and can be served (published) there?
Does this architecture make sense? Does anyone have experience with something like this?

  
  
Posted 2 months ago
Votes Newest

Answers 4


Hi John, thank you for your reply. Yes, I can assume roles between accounts and manage permissions. My question arises since I don't know how or where the server launches the agents by default, and if I can play with that (so I can tell it in whoch account to run the experiment or serve the model for that matter)?

  
  
Posted 2 months ago

For that you have the autoscaler - None
You can set up multiple instances of the autoscaler each spinning machines on different accounts

  
  
Posted 2 months ago

Hi @<1749240449366757376:profile|BitingMosquito50> , is there connectivity between the different accounts - i.e can one machine communicate with another machine between accounts? ClearML acts as a control plane. Meaning you can setup it (Server) on some account and if the jobs are running in different accounts the clients(SDK/Agent) running on those accounts will need to have connectivity to the ClearML server machine.

I assume models are saved in their respective accounts, and can be served (published) there?

Yes

  
  
Posted 2 months ago

I'll take a look. Thanks.

  
  
Posted 2 months ago