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dynamically allocate computer resources based on conditions

Explorer

we are going to install ambari agents on all our servers,

but we want to harness our workstations as well , most of them are as powerful as the servers,

this what we want to achieve:

  • when user is logged in or use the computer 30% of all ram and cpu will be allocated to the cluster as node-manager.
  • when the users logs off or the computer become idle we want to harness 100% of its resources

what is the best way to approach this issue?