Policy-based scaling of computing resources in a networked computing environment
Embodiments of the present invention provide an approach for policy-driven (e.g., price-sensitive) scaling of computing resources in a networked computing environment (e.g., a cloud computing environment). In a typical embodiment, a workload request for a customer will be received and a set of computing resources available to process the workload request will be identified. It will then be determined whether the set of computing resources are sufficient to process the workload request. If the set of computing resources are under-allocated (or are over-allocated), a resource scaling policy may be accessed. The set of computing resources may then be scaled based on the resource scaling policy, so that the workload request can be efficiently processed while maintaining compliance with the resource scaling policy.
1. A computer-implemented method for scaling computing resources in a networked computing environment, comprising:
receiving a workload request, for storage resources, in a computer memory medium for a customer;
identifying a set of computing resources, comprising a pool of storage units, available in the networked computing environment to process the workload request, wherein the pool of storage units includes a plurality of storage units;
detecting a need to scale the set of computing resources based on a comparison of the set of computing resources to a level of computing resources needed to process the workload request;
accessing a resource scaling policy associated with the customer;
identifying a set of pricing criteria in the resource scaling policy;
performing an analysis of whether replacing the pool of storage units with the single storage unit larger than any of the storage units in the pool of storage units will exceed a pricing constraint, in the set of pricing criteria, for the set of computing resources;
determining, based on the analysis, that replacing the pool of storage units with the single storage unit will not exceed the pricing constraint; and
scaling the set of computing resources, by replacing the pool of storage units with the single storage unit larger than any of the storage units in the pool, to process the workload request based on the need and the set of pricing criteria.
2. The computer-implemented method of claim 1 , further comprising determining a level of computing resources needed to process the workload request.
3. The computer-implemented method of claim 1 , further comprising migrating data among the scaled set of computing resources.
4. The computer-implemented method of claim 1 , the networked computing environment comprising a cloud computing environment.
5. The computer-implemented method of claim 1 , wherein a service solution provider provides a computer infrastructure that performs the method for one or more consumers, wherein the computer infrastructure comprises at least one computing device.
6. A system for scaling computing resources in a networked computing environment, comprising:
a memory medium comprising instructions;
a bus coupled to the memory medium; and
a processor coupled to the bus that when executing the instructions causes the system to:
receive a workload request, for storage resources, in a computer memory medium for a customer;
identify a set of computing resources, comprising a pool of storage units, available in the networked computing environment to process the workload request wherein the pool of storage units includes a plurality of storage units;
detect a need to scale the set of computing resources based on a comparison of the set of computing resources to a level of computing resources needed to process the workload request;
access a resource scaling policy associated with the customer;
identify a set of pricing criteria in the resource scaling policy;
perform an analysis of whether replacing the pool of storage units with the single storage unit larger than any of the storage units in the pool of storage units will exceed a pricing constraint, in the set of pricing criteria, for the set of computing resources,
determine, based on the analysis, that replacing the pool of storage units with the single storage unit will not exceed the pricing constraint; and
scale the set of computing resources, by replacing the pool of storage units with the single storage unit larger than any of the storage units in the pool, to process the workload request based on the need and the set of pricing criteria.
7. The system of claim 6 , the memory medium further comprising instructions for causing the system to determine the level of computing resources needed to process the workload request.
8. The system of claim 6 , the memory medium further comprising instructions for causing the system to migrate data among the scaled set of computing resources.
9. The system of claim 6 , the networked computing environment comprising a cloud computing environment.
10. A computer program product for scaling computing resources in a networked computing environment, the computer program product comprising a computer readable hardware storage device, and program instructions stored on the computer readable storage media, to:
receive a workload request, for storage resources, in a computer memory medium for a customer;
identify a set of computing resources, comprising a pool of storage units, available in the networked computing environment to process the workload request, wherein the pool of storage units includes a plurality of storage units;
detect a need to scale the set of computing resources based on a comparison of the set of computing resources to a level of computing resources needed to process the workload request;
access a resource scaling policy associated with the customer;
identify a set of pricing criteria in the resource scaling policy;
perform an analysis of whether replacing the pool of storage units with the single storage unit larger than any of the storage units in the pool of storage units will exceed a pricing constraint, in the set of pricing criteria, for the set of computing resources,
determine, based on the analysis, that replacing the pool of storage units with the single storage unit will not exceed the pricing constraint; and
scale the set of computing resources, by replacing the pool of storage units with the single storage unit larger than any of the storage units in the pool, to process the workload request based on the need and the set of pricing criteria.
11. The computer program product of claim 10 , the computer readable hardware storage device further comprising instructions to determine the level of computing resources needed to process the workload request.
12. The computer program product of claim 10 , the computer readable hardware storage device further comprising instructions to migrate data among the scaled set of computing resources.