Resource provisioning based on logical profiles and piecewise objective functions
View Patent ↗Described are techniques for selecting resources for provisioning. A usage definition, including a piecewise objective function, and first set of logical profiles based on core criteria are selected. Each of the logical profiles in the first set represents a resource set characterized by a core criteria value set that specifies values for the core criteria. A second set of resulting objective function values are determined by evaluating one piece of the objective function for each of the logical profiles in the first set. A highest ranked one of the resulting objective function values in the second set is selected having a corresponding first logical profile of the first set and a corresponding core criteria value set. A third set of resources is selected which is characterized by the corresponding core criteria value set for the first logical profile. The third set of resources is any of recommended or selected for provisioning.
1. A method for use in selecting resources for provisioning, the method comprising:
selecting a usage definition and a first set of one or more logical profiles based on one or more core criteria, wherein said usage definition includes a piecewise objective function with each piece of the piecewise objective function characterizing distinct storage usage requirements, and wherein each of the logical profiles in the first set represents a resource set of one or more physical storage resources characterized by a core criteria value set that specifies one or more values for the one or more core criteria;
determining a second and a third set of resulting objective function values by evaluating each respective piece of the objective function for each of the logical profiles in the first set, wherein each logical profile in the first set has a different corresponding resulting objective function value in the second and the third sets;
selecting highest ranked objective function values in the second and the third sets, wherein the highest ranked objective function values in the second and the third sets have corresponding logical profiles in the first set and corresponding core criteria value sets; and
determining a fourth set of physical storage resources characterized by the corresponding core criteria value sets for logical profiles, wherein the fourth set is any of recommended or selected for provisioning storage from the physical storage resources.
2. The method as claimed in claim 1 , wherein the method further comprises:
provisioning the resources selected for provisioning in a heterogeneous pool.
3. The method as claimed in claim 1 , wherein the piecewise objective function comprises two or more pieces with each piece characterizing distinct usage requirements.
4. The method as claimed in claim 1 , wherein each piece of the piecewise objective function is expressed as a mathematical equation including a plurality of factors associated with a plurality of parameters, each of the plurality of factors being associated with a different one of the plurality of parameters, said each factor denoting a weight or level of importance of said different one of the plurality of parameters associated with said each factor.
5. The method as claimed in claim 4 , wherein each of the logical profiles in the first set specifies a plurality of parameter values for the plurality of parameters thereby specifying a different one of the plurality of parameter values for each of the plurality of parameters.
6. The method as claimed in claim 1 , wherein the usage definition characterizes usage for any of an application, policy, service level agreement, and business use-case.
7. The method as claimed in claim 6 , wherein the usage definition specifies usage requirements or targets related to any of performance, cost, capacity, security, and fault tolerance.
8. The method as claimed in claim 1 , wherein the method further comprises:
determining the amount of resources required to be selected or recommended by each piece of the piecewise objective function.
9. An apparatus for use in selecting resources for provisioning, wherein the apparatus comprises:
an interface;
memory; and
control circuitry coupled to the interface and memory, the memory storing instructions, which, when carried out by the control circuitry, cause the control circuitry to:
select a usage definition and a first set of one or more logical profiles based on one or more core criteria, wherein said usage definition includes a piecewise objective function with each piece of the piecewise objective function characterizing distinct storage usage requirements, and wherein each of the logical profiles in the first set represents a resource set of one or more physical storage resources characterized by a core criteria value set that specifies one or more values for the one or more core criteria;
determine a second and a third set of resulting objective function values by evaluating each respective piece of the objective function for each of the logical profiles in the first set, wherein each logical profile in the first set has a different corresponding resulting objective function value in the second and the third sets;
select highest ranked objective function values in the second and the third sets, wherein the highest ranked objective function values in the second and the third sets have corresponding logical profiles in the first set and corresponding core criteria value sets; and
determine a fourth set of physical storage resources characterized by the corresponding core criteria value sets for logical profiles, wherein the fourth set is any of recommended or selected for provisioning storage from the physical storage resources.
10. The apparatus as claimed in claim 9 , wherein the instructions further cause the control circuitry to:
provisioning the resources selected for provisioning in a heterogeneous pool.
11. The apparatus as claimed in claim 9 , wherein the piecewise objective function comprises two or more pieces with each piece characterizing distinct usage requirements.
12. A computer program product having a non-transitory computer readable storage medium which stores a set of instructions for use in selecting resources for provisioning, the set of instructions, when carried out by computerized circuitry, causing the computerized circuitry to perform a method of:
selecting a usage definition and a first set of one or more logical profiles based on one or more core criteria, wherein said usage definition includes a piecewise objective function with each piece of the piecewise objective function characterizing distinct storage usage requirements, and wherein each of the logical profiles in the first set represents a resource set of one or more physical storage resources characterized by a core criteria value set that specifies one or more values for the one or more core criteria;
determining a second and a third set of resulting objective function values by evaluating each respective piece of the objective function for each of the logical profiles in the first set, wherein each logical profile in the first set has a different corresponding resulting objective function value in the second and the third sets;
selecting highest ranked objective function values in the second and the third sets, wherein the highest ranked objective function values in the second and the third sets have corresponding logical profiles in the first set and corresponding core criteria value sets; and
determining a fourth set of physical storage resources characterized by the corresponding core criteria value sets for logical profiles, wherein the fourth set is any of recommended or selected for provisioning storage from the physical storage resources.
13. The computer program product as claimed in claim 12 , wherein the instruction further cause the computerized circuitry to perform the method step of:
provisioning the resources selected for provisioning in a heterogeneous pool.
14. The computer program product as claimed in claim 12 , wherein the piecewise objective function comprises two or more pieces with each piece characterizing distinct usage requirements.