Dynamic cloud native cluster construction using under-utilized machines
One example method includes connecting to a server component, transmitting, to the server component, information concerning a hardware configuration associated with an asset having a capability that is fully utilized during a first time period and the capability is idle during a second time period, receiving, from the server component, cluster connection information, and using the cluster connection information to temporarily connect the asset to the cluster as a node of the cluster so that the capability is available during idle time to perform a workload of the cluster.
1. A non-transitory storage medium having stored therein instructions that are executable by one or more hardware processors to perform operations comprising:
receiving, from an agent component associated with an asset, information concerning a hardware configuration associated with the asset, wherein the asset has a capability, and the capability of the asset is fully utilized during a first time period and the capability of the asset is idle during a second time period;
predicting a timeslot throughout which the asset may be available to serve as a node of a cluster by using time-series data associated with the asset;
generating a policy concerning the asset based on the information received from the agent component, wherein the policy includes an identifier of the asset and the timeslot;
accessing the policy concerning the asset;
connecting to the agent component based on the policy; and
transmitting cluster connection information to the agent component, and the cluster connection information is usable by the agent component to connect the asset to the cluster.
2. The non-transitory storage medium as recited in claim 1 , wherein a server component connects to the agent component at a time specified in the policy.
3. The non-transitory storage medium as recited in claim 1 , wherein the operations are performed by a server component.
4. The non-transitory storage medium as recited in claim 1 , wherein the operations further comprise notifying the agent component that a time period specified in the policy has ended.
5. The non-transitory storage medium as recited in claim 1 , wherein the policy specifies (i) a unique identifier of the asset, and (ii) a timeslot during which the asset is available to execute a cluster workload.
6. The non-transitory storage medium as recited in claim 1 , wherein the cluster is a virtualized cluster, and the operations further comprise a server component notifying the agent component to create a virtual machine (VM) based on the asset.
7. The non-transitory storage medium as recited in claim 1 , wherein the cluster is a cloud-native cluster.
8. A method, comprising:
receiving, from an agent component associated with an asset, information concerning a hardware configuration associated with the asset, wherein the asset has a capability, and the capability of the asset is fully utilized during a first time period and the capability of the asset is idle during a second time period;
predicting a timeslot throughout which the asset may be available to serve as a node of a cluster by using time-series data associated with the asset;
generating a policy concerning the asset based on the information received from the agent component, wherein the policy includes an identifier of the asset and the timeslot;
accessing the policy concerning the asset;
connecting to the agent component based on the policy; and
transmitting cluster connection information to the agent component, and the cluster connection information is usable by the agent component to connect the asset to the cluster.
9. The method as recited in claim 8 , wherein a server component connects to the agent component at a time specified in the policy.
10. The method as recited in claim 8 , wherein the operations are performed by a server component.
11. The method as recited in claim 8 , wherein the operations further comprise notifying the agent component that a time period specified in the policy has ended.
12. The method as recited in claim 8 , wherein the policy specifies (i) a unique identifier of the asset, and (ii) a timeslot during which the asset is available to execute a cluster workload.
13. The method as recited in claim 8 , wherein the cluster is a virtualized cluster, and the operations further comprise a server component notifying the agent component to create a virtual machine (VM) based on the asset.
14. The method as recited in claim 8 , wherein the cluster is a cloud-native cluster.
15. A system, comprising:
one or more hardware processors; and
a non-transitory storage medium having stored therein instructions that are executable by the one or more hardware processors to perform operations comprising:
receiving, from an agent component associated with an asset, information concerning a hardware configuration associated with the asset, wherein the asset has a capability, and the capability of the asset is fully utilized during a first time period and the capability of the asset is idle during a second time period;
predicting a timeslot throughout which the asset may be available to serve as a node of a cluster by using time-series data associated with the asset;
generating a policy concerning the asset based on the information received from the agent component, wherein the policy includes an identifier of the asset and the timeslot;
accessing the policy concerning the asset;
connecting to the agent component based on the policy; and
transmitting cluster connection information to the agent component, and the cluster connection information is usable by the agent component to connect the asset to the cluster.
16. The system as recited in claim 15 , wherein the policy specifies (i) a unique identifier of the asset, and (ii) a timeslot during which the asset is available to execute a cluster workload.
17. The system as recited in claim 15 , wherein the cluster is a virtualized cluster, and the operations further comprise a server component notifying the agent component to create a virtual machine (VM) based on the asset.
18. The system as recited in claim 15 , wherein a server component connects to the agent component at a time specified in the policy, and the operations are performed by the server component.
19. The system as recited in claim 15 , wherein the operations further comprise notifying the agent component that a time period specified in the policy has ended.
20. The system as recited in claim 15 , wherein the cluster is a cloud-native cluster.