Patent ID: 11915053
Assignee: NETAPP, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 9:
10. A computing device comprising:
a memory containing machine readable medium comprising machine executable code having stored thereon instructions for performing a method of predicting interruptions to use of a spare cloud resource;
a processor coupled to the memory, the processor configured to execute the machine executable code to cause the processor to:
apply a prediction classifier on spare cloud resource data associated with the spare cloud resource, on which a container is scheduled to run;
generate, in response to the application of the prediction classifier on the spare cloud resource data, a risk score, wherein the risk score identifies a risk of an interruption occurring within a future time period to the container running on the spare cloud resource, wherein the risk score comprises a live interruption risk score component corresponding to a first risk of the container on the spare cloud resource being interrupted and a denied scheduling risk score component corresponding to a second risk of the container being denied to launch on the spare cloud resource; and
rebalance the container from the spare cloud resource to another cloud resource automatically based on a prediction of the interruption occurring determined from the risk score.