Storage tier selection for replication and recovery
Disclosed herein are methods, systems, and processes for migration between storage tiers. Such a method, for example, can include extracting one or more characteristics of a replication workload, determining one or more storage costs of each storage tier of a plurality of storage tiers (where the one or more storage costs are determined for the replication workload and the one or more storage costs are determined based, at least in part, on the one or more characteristics), identifying one or more storage tiers of the plurality of storage tiers (where the identifying is based, at least in part, on the one or more storage costs), and migrating at least a portion of the replication workload from a target storage unit in an initial storage tier to a storage unit in the one or more storage tiers.
1. A computer-implemented method comprising:
receiving a replication stream as part of a replication workload;
storing at least a portion of the replication workload in a first storage unit, wherein
the first storage unit is in a first storage tier of a plurality of storage tiers;
extracting one or more characteristics of the replication workload, wherein
the one or more characteristics comprise an input/output characteristic associated with the replication stream;
determining one or more storage costs of each storage tier of the plurality of storage tiers, wherein
each of the one or more storage costs is determined for the replication workload based, at least in part, on the one or more characteristics;
determining a storage performance of the each storage tier of the plurality of storage tiers, wherein
the storage performance of the each storage tier of the plurality of storage tiers is determined for the replication workload based, at least in part, on the one or more characteristics;
identifying one or more storage tiers of the plurality of storage tiers, wherein
the identifying is based, at least in part, on the storage costs of the plurality of storage tiers and the storage performance of the each storage tier of the plurality of storage tiers; and
in response to the identifying the one or more storage tiers of the plurality of storage tiers,
migrating the at least the portion of the replication workload from the first storage unit to a second storage unit, wherein
the second storage unit is in the one or more storage tiers identified by the identifying, and
storing at least another portion of the replication workload in the second storage unit.
2. The computer-implemented method of claim 1 , further comprising:
determining one or more service level constraints applicable to the replication workload, wherein
the identifying is also based, at least in part, on the one or more storage costs and the one or more service level constraints.
3. The computer-implemented method of claim 2 , wherein
the one or more service level constraints comprise, at least in part, a recovery point objective and a recovery time objective, and
the recovery point objective and the recovery time objective are associated with the replication workload by a service level agreement.
4. The computer-implemented method of claim 2 , further comprising:
determining one or more available storage tiers of the plurality of storage tiers; and
calculating a corresponding storage cost of replicating the replication workload to each available storage tier of the one or more available storage tiers.
5. The computer-implemented method of claim 4 , wherein
the replication workload is from a virtual machine of a plurality of virtual machines, and
the corresponding storage cost is based, at least in part, on an average input/output rate of the plurality of virtual machines.
6. The computer-implemented method of claim 2 , wherein
identifying the first storage tier, wherein
the first storage tier is identified based, at least in part, on a storage cost of the first storage tier; and
storing the at least the portion of the replication workload in the first storage tier.
7. The computer-implemented method of claim 1 , wherein
the identifying is also based, at least in part, on the input/output characteristic, and
the storage cost associated with the each storage tier is also based, at least in part, on storage characteristics of each storage tier.
8. The computer-implemented method of claim 1 , wherein
the one or more characteristics of the replication workload comprise, at least in part, one or more of
an input/output rate,
a size of an input/output operation, or
a locality of reference.
9. The computer-implemented method of claim 1 , wherein
the first storage tier of the plurality of storage tiers comprises one or more block storage devices, and
another storage tier of the plurality of storage tiers comprises one or more object storage devices.
10. The computer-implemented method of claim 1 , wherein
a service level agreement is associated with the replication workload,
the service level agreement comprises a plurality of constraints, and
the plurality of constraints comprises, at least in part, a recovery point objective and a recovery time objective associated with the replication workload.
11. The computer-implemented method of claim 10 , further comprising:
determining whether the recovery point objective and the recovery time objective indicate that the replication workload should be stored in another storage tier of the plurality of storage tiers, wherein
the another storage tier is other than the first storage tier.
12. The computer-implemented method of claim 11 , wherein
the determining whether the recovery point objective and the recovery time objective indicate that the replication workload should be stored in the another storage tier of the plurality of storage tiers is performed without regard to a storage cost associated with the another storage tier being higher than the storage cost associated with the first storage tier.
13. The computer-implemented method of claim 11 , further comprising:
determining whether a virtual machine of a plurality of virtual machines can be supported by the each storage tier, wherein
the determining is based, at least in part, on at least one of a number of storage devices that can be coupled to a gateway, a maximum data size on a local area network, or an input/output rate of each virtual machine of the plurality of virtual machines.
14. The computer-implemented method of claim 1 , further comprising:
profiling a behavior of the replication workload, wherein
the replication workload is from a virtual machine, and
the profiling facilitates the extracting the one or more characteristics.
15. The computer-implemented method of claim 1 , further comprising:
accessing a service-level agreement, wherein
the service-level agreement comprises one or more criteria associated with the replication workload.
16. The computer-implemented method of claim 15 , wherein
the criteria comprise at least one of
a recovery point objective associated with the replication workload, or
a recovery time objective associated with the replication workload.
17. The computer-implemented method of claim 1 , further comprising:
the storage performance of the each storage tier of the plurality of storage tiers is determined for the replication workload based, at least in part, on the input/output characteristic.
18. A non-transitory computer-readable storage medium, comprising program instructions, which, when executed by one or more processors of a computing system, perform a method comprising:
receiving a replication stream as part of a replication workload;
storing at least a portion of the replication workload in a first storage unit, wherein
the first storage unit is in a first storage tier of a plurality of storage tiers;
extracting one or more characteristics of the replication workload, wherein
the one or more characteristics comprise an input/output characteristic associated with the replication stream;
determining one or more storage costs of each storage tier of the plurality of storage tiers, wherein
each of the one or more storage costs is determined for the replication workload based, at least in part, on the one or more characteristics;
determining a storage performance of the each storage tier of a plurality of storage tiers, wherein
the storage performance of the each storage tier of the plurality of storage tiers is determined for the replication workload based, at least in part, on the one or more characteristics;
identifying one or more storage tiers of the plurality of storage tiers, wherein
the identifying is based, at least in part, on the storage costs of the plurality of storage tiers and the storage performance of the each storage tier of the plurality of storage tiers; and
in response to the identifying the one or more storage tiers of the plurality of storage tiers,
migrating the at least the portion of the replication workload from the first storage unit to a second storage unit, wherein
the second storage unit is in the one or more storage tiers identified by the identifying, and
storing at least another portion of the replication workload in the second storage unit.
19. The non-transitory computer-readable storage medium of claim 18 , wherein the method further comprises:
determining one or more service level constraints applicable to the replication workload, wherein
the identifying is also based, at least in part, on the one or more storage costs and the one or more service level constraints.
20. The non-transitory computer-readable storage medium of claim 19 , wherein
the one or more service level constraints comprise, at least in part, a recovery point objective and a recovery time objective, and
the recovery point objective and the recovery time objective are associated with the replication workload by a service level agreement.
21. The non-transitory computer-readable storage medium of claim 19 , wherein the method further comprises:
determining one or more available storage tiers of the plurality of storage tiers; and
calculating a corresponding storage cost of replicating the replication workload to each available storage tier of the one or more available storage tiers.
22. The non-transitory computer-readable storage medium of claim 18 , wherein the method further comprises:
determining whether a recovery point objective and a recovery time objective indicate that the replication workload should be stored in another storage tier of the plurality of storage tiers, wherein
the recovery point objective and the recovery time objective are associated with the replication workload,
a service level agreement is associated with the replication workload,
the service level agreement comprises a plurality of constraints,
the plurality of constraints comprises, at least in part, the recovery point objective and the recovery time objective, and
the another storage tier is other than the first storage tier.
23. A computing system comprising:
one or more processors; and
a computer-readable storage medium coupled to the one or more processors, comprising program instructions, which, when executed by the one or more processors, perform a method comprising
receiving a replication stream as part of a replication workload,
storing at least a portion of the replication workload in a first storage unit, wherein
the first storage unit is in a first storage tier of a plurality of storage tiers,
extracting one or more characteristics of the replication workload, wherein
the one or more characteristics comprise an input/output characteristic associated with the replication stream,
determining one or more storage costs of each storage tier of the plurality of storage tiers, wherein
each of the one or more storage costs is determined for the replication workload based, at least in part, on the one or more characteristics,
determining a storage performance of the each storage tier of a plurality of storage tiers,
the storage performance of the each storage tier of the plurality of storage tiers is determined for the replication workload based, at least in part, on the one or more characteristics,
identifying one or more storage tiers of the plurality of storage tiers, wherein
the identifying is based, at least in part, on the storage costs of the plurality of storage tiers and the storage performance of the each storage tier of the plurality of storage tiers, and
in response to the identifying the one or more storage tiers of the plurality of storage tiers,
migrating the at least the portion of the replication workload from the first storage unit to a second storage unit, wherein
the second storage unit is in the one or more storage tiers identified by the identifying, and
storing at least another portion of the replication workload in the second storage unit.