leezu commented on issue #17783:
URL: 
https://github.com/apache/incubator-mxnet/issues/17783#issuecomment-750389891


   The problem with runners I had in mind is that there used to be no API to 
start new instances for each job, but rather that the instances had to be up 
and running all the time and would be re-used for all jobs. Thus any compromise 
would be truly persistent. We don't do that in our Jenkins setup, where 
instances are terminated time-to-time.
   
   But I just checked the Github documentation and Microsoft team has resolved 
this issue and now provides an API that can provision new runners upon demand. 
So if there are volunteers, it should be fine to migrate to Github Actions. For 
example, https://040code.github.io/2020/05/25/scaling-selfhosted-action-runners


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