allegroai / clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
https://clear.ml/docs
Apache License 2.0
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ClearML Server sharing permissions? #1046

Open mandelkow opened 1 year ago

mandelkow commented 1 year ago

Do users of the same ClearML server (self hosted) have to share everything - experiments, code, GH credentials, queues, agents? Or are there ways to restrict shared access e.g. to ClearML Agents?

Shared agents e.g. may pose a security risk, if the user starting the agent and the user submitting a task have different file access permissions.

Does the Pro / Enterprise version of ClearML Server offer secure user separation? Or is the solution to give every user their own private ClearML Server?

ainoam commented 1 year ago

@mandelkow ClearML OSS is designed for open collaboration - so the information is available to all the server's users.

ClearML's commercial offerings include a variety of security features including role based access, which you can find out more about through https://clear.ml/contact-us