Providing high availability for a thin-provisioned container cluster

1. A system comprising:

a memory;

one or more processors in communication with the memory;

a scheduler executing on the one or more processors; and

a spot instance market monitor configured to:

receive market information about a first plurality of available spot instances in a cloud system at a first time; and

determine, based on the market information, a respective reliability value of each of the first plurality of available spot instances, wherein each respective reliability value corresponds to a respective likelihood of a respective spot instance being terminated by a predetermined time;

wherein the scheduler is configured to select a first spot instance in the first plurality of available spot instances based on a first reliability value of the first spot instance to perform scheduling on the first spot instance.

2. The system of claim 1 , wherein the market information includes at least one of market price information, pricing history information, and supply and demand information of the first plurality of available spot instances.

3. The system of claim 1 , wherein the spot instance market monitor is configured to determine a respective reliability value of each of a second plurality of available spot instances in the cloud system at a second time after the first time.

4. The system of claim 3 , wherein the scheduler is configured to:

select a second spot instance in the second plurality of available spot instances based on a second reliability value of the second spot instance; and

perform a migration from the first spot instance to the second spot instance.

5. The system of claim 4 , wherein the scheduler is configured to perform the migration when the first reliability value of the first spot instance becomes less than a predetermined reliability value.

6. The system of claim 4 , wherein the scheduler is configured to select the second spot instance responsive to detecting that the first spot instance is terminated.

7. The system of claim 1 , wherein the scheduler is configured to select a spot instance whose purchase price is within a predetermined range among available spot instances whose reliability value is greater than a predetermined value.

8. The system of claim 1 , wherein the spot instance market monitor is configured to classify the first plurality of available spot instances into a reliable classification and an unreliable classification based on the respective reliability value of each of the first plurality of available spot instances.

9. The system of claim 8 , wherein the spot instance market monitor is configured to select a spot instance from the reliable classification.

10. The system of claim 1 , wherein the spot instance market monitor is configured to determine the respective reliability value of each of the first plurality of available spot instances by using an age of each of the first plurality of available spot instances.

11. The system of claim 1 , wherein the first spot instance has the greatest reliability value among the first plurality of available spot instances at the first time.

12. A method comprising:

receiving, by a spot instance market monitor, market information about a first plurality of available spot instances in a cloud system at a first time;

determining, by the spot instance market monitor, based on the market information, a respective reliability value of each of the first plurality of available spot instances, wherein each respective reliability value corresponds to a likelihood of a respective spot instance being terminated by a predetermined time; and

selecting, by a scheduler executing on one or more processors in communication with a memory, a first spot instance in the first plurality of available spot instances based on a first reliability value of the first spot instance.

13. The method of claim 12 , further comprising determining, by the spot instance market monitor, a respective reliability value of each of a second plurality of available spot instances in the cloud system at a second time after the first time.

14. The method of claim 13 , further comprising:

selecting, by the scheduler, a second spot instance in the second plurality of available spot instances based on a second reliability value of the second spot instance; and

performing, by the scheduler, a migration from the first spot instance to the second spot instance.

15. The method of claim 14 , wherein the scheduler performs the migration when the first reliability value of the first spot instance becomes less than a predetermined reliability value.

16. The method of claim 14 , wherein the scheduler selects the second spot instance responsive to detecting that the first spot instance is terminated.

17. The method of claim 12 , wherein the scheduler is configured to select a spot instance whose purchase price is within a predetermined range among available spot instances whose reliability value is greater than a predetermined value.

18. The method of claim 12 , classifying the first plurality of available spot instances into a reliable classification and an unreliable classification based on the respective reliability value of each of the first plurality of available spot instances.

19. The method of claim 18 , selecting a spot instance from the reliable classification.

20. A non-transitory machine readable medium storing instructions, which when executed by one or more processors, cause the one or more processors to:

receive, by a spot instance market monitor, market information about a first plurality of available spot instances in a cloud system at a first time;

determine, by the spot instance market monitor, based on the market information, a respective reliability value of each of the first plurality of available spot instances, wherein each respective reliability value corresponds to a likelihood of a respective spot instance being terminated by a predetermined time; and

select, by a scheduler executing on the one or more processors, a first spot instance in the first plurality of available spot instances based on a first reliability value of the first spot instance.