kubeRL is a software framework implementing a reward biased scheduler extender in Kubernetes. kubeRL adopts the idea from reinforcement learning to adaptively learn the failures or performance issues of containers and model their runtime performance on nodes as rewards. kubeRL then adaptively prevents scheduling pods on nodes that give low rewards.
atantawi
commented
4 years ago
kubeRLis a software framework implementing a reward biased scheduler extender in Kubernetes.kubeRLadopts the idea from reinforcement learning to adaptively learn the failures or performance issues of containers and model their runtime performance on nodes as rewards.kubeRLthen adaptively prevents scheduling pods on nodes that give low rewards.