Selection of ranked configurations

• US 9,557,978 B2
• Filed: 02/22/2016
• Issued: 01/31/2017
• Est. Priority Date: 03/16/2011
• Status: Active Grant

• Current Assignee: Google LLC (Alphabet Inc.)
• Original Assignee: Google Inc. (Alphabet Inc.)
• Inventors: Risbood, Pankaj, Sarda, Parag Kacharulal, Kulkarni, Rahul S., Jain, Rohit, Shenoy, Vittaldas Sachin, Sahasranaman, Vivek
• Primary Examiner(s): Zhen, Wei
• Assistant Examiner(s): HUDA, MOHAMMED NURUL
• Application Number:
  US15/050,137
• Publication Number:
  US 20160224328A1
• Time in Patent Office: 344 Days
• Field of Search: 717/174, 717/177
• US Class Current: 1/1
• CPC Class Codes: G06F 16/289 Object oriented databases
• CPC Class Codes: G06F 2213/0038 System on Chip
• CPC Class Codes: G06F 8/60 Software deployment
• CPC Class Codes: G06F 9/44505 Configuring for program initiating, e.g. using registry, configuration files
• CPC Class Codes: G06F 9/4492 Inheritance
• CPC Class Codes: G06F 9/45558 Hypervisor-specific management and integration aspects
• CPC Class Codes: G06F 9/5072 Grid computing
• CPC Class Codes: H04L 41/0266 using meta-data, objects or commands for formatting management information, e.g. using eXtensible markup language [XML]
• CPC Class Codes: H04L 41/145 involving simulating, designing, planning or modelling of a network
• CPC Class Codes: H04L 41/5012 determining service availability, e.g. which services are available at a certain point in time

Abstract

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for selection of ranked configurations. In one aspect, a method includes providing a plurality of class definitions for selection, each class definition modeling a respective data or functional component of a cloud-based environment using a group of configurable class parameters, each class definition supporting instantiation and inheritance of the class definition in a configuration specification for a cloud-based deployment; deriving respective performance metrics associated with each of the plurality of class definitions based on aggregated performance of multiple cloud-based deployments, wherein the multiple cloud-based deployments had been carried out according to respective configuration specifications that require instantiation of the class definition or a new class definition derived from the class definition; and utilizing the respective performance metrics associated with each of the plurality of class definitions in ranking the plurality of class definitions.

Claims

1. A computer-implemented method, comprising:

providing a plurality of class definitions for selection, each class definition modeling a respective data or functional component of a cloud-based environment using a group of configurable class parameters, each class definition supporting instantiation and inheritance of the class definition in a configuration specification for a cloud-based deployment;

for each of the plurality of class definitions;

tracking a respective count of problems encountered in cloud-based deployments that have been configured at least in part according to the class definition; and

tracking a number of required changes to resolve the problems encountered in the cloud-based deployments that have been configured at least in part according to the class definition;

deriving respective performance metrics associated with each of the plurality of class definitions based on aggregated performance of multiple cloud-based deployments, wherein the multiple cloud-based deployments had been carried out according to respective configuration specifications that require instantiation of the class definition or a new class definition derived from the class definition; and

ranking the class definitions based on the respective performance metrics for each of the class definitions, the respective counts of the problems, and the respective numbers of required changes to resolve the problems encountered in the cloud-based deployments that have been configured at least in part according to the class definition; and

providing data that causes a user device to display the rankings of the class definitions.

2. The method of claim 1, further comprising:

for each of the plurality of class definitions;

identifying a plurality of cloud-based deployments that had been carried out according to respective configuration specifications that required instantiation of the class definition or at least one new class definition derived from the class definition;

monitoring respective performances of the plurality of cloud-based deployments; and

associating the respective performances of the plurality of deployments with the class definition.

3. The method of claim 2, wherein deriving respective performance metrics associated with each of the plurality of class definitions based on aggregated performance of multiple cloud-based deployments further comprises:

for each of the plurality of class definitions;

identifying one or more data or functional components in the plurality of cloud-based deployments that were configured according to the class definition or a new class definition derived from the class definition;

identifying one or more performance metrics associated with the identified one or more data or functional components; and

deriving the respective performance metrics associated with the class definition by aggregating the identified one or more performance metrics.

4. The method of claim 1, wherein the performance metrics include one or more measures of latency, reliability, scalability, availability, or security.

5. The method of claim 1, wherein the numbers of required changes are used to calculate respective weights given to the respective performance metrics associated with the plurality of class definitions in ranking the plurality of class definitions.

6. The method of claim 1, further comprising:

receiving a respective definition submission from each of a plurality of definition suppliers, wherein the respective definition submission includes one or more class definitions written in a specification language, and each class definition models a data or functional component of a cloud-based deployment using a group of configurable class parameters and is extendable to create at least one new class definition by a modification to one or more of the group of configurable class parameters or an addition of one or more new class parameters;

providing a user interface that presents the class definitions received from the plurality of definition suppliers, for review and selection by a plurality of definition users.

10. The system of claim 5, wherein the performance metrics include one or more measures of latency, reliability, scalability, availability, or security.

11. The system of claim 5, wherein the numbers of required changes are used to calculate respective weights given to the respective performance metrics associated with the plurality of class definitions in ranking the plurality of class definitions.

12. The system of claim 5, further comprising:

receiving a respective definition submission from each of a plurality of definition suppliers, wherein the respective definition submission includes one or more class definitions written in a specification language, and each class definition models a data or functional component of a cloud-based deployment using a group of configurable class parameters and is extendable to create at least one new class definition by a modification to one or more of the group of configurable class parameters or an addition of one or more new class parameters;

providing a user interface that presents the class definitions received from the plurality of definition suppliers, for review and selection by a plurality of definition users.

7. A system comprising:

a processor; and

a non-transitory computer-readable medium coupled to the processor and having instructions stored thereon, which, when executed by the processor, cause the processor to perform operations comprising;

providing a plurality of class definitions for selection, each class definition modeling a respective data or functional component of a cloud-based environment using a group of configurable class parameters, each class definition supporting instantiation and inheritance of the class definition in a configuration specification for a cloud-based deployment;

for each of the plurality of class definitions;

tracking a respective count of problems encountered in cloud-based deployments that have been configured at least in part according to the class definition; and

tracking a number of required changes to resolve the problems encountered in the cloud-based deployments that have been configured at least in part according to the class definition;

deriving respective performance metrics associated with each of the plurality of class definitions based on aggregated performance of multiple cloud-based deployments, wherein the multiple cloud-based deployments had been carried out according to respective configuration specifications that require instantiation of the class definition or a new class definition derived from the class definition; and

ranking the class definitions based on the respective performance metrics for each of the class definitions, the respective counts of the problems, and the respective numbers of required changes to resolve the problems encountered in the cloud-based deployments that have been configured at least in part according to the class definition; and

providing data that causes a user device to display the rankings of the class definitions.

8. The system of claim 7, further comprising:

for each of the plurality of class definitions;

identifying a plurality of cloud-based deployments that had been carried out according to respective configuration specifications that required instantiation of the class definition or at least one new class definition derived from the class definition;

monitoring respective performances of the plurality of cloud-based deployments; and

associating the respective performances of the plurality of deployments with the class definition.

9. The system of claim 8, wherein deriving respective performance metrics associated with each of the plurality of class definitions based on aggregated performance of multiple cloud-based deployments further comprises:

for each of the plurality of class definitions;

identifying one or more data or functional components in the plurality of cloud-based deployments that were configured according to the class definition or a new class definition derived from the class definition;

identifying one or more performance metrics associated with the identified one or more data or functional components; and

deriving the respective performance metrics associated with the class definition by aggregating the identified one or more performance metrics.

13. A non-transitory computer-readable medium having instructions stored thereon, which, when executed by a processor, cause the processor to perform operations comprising:

providing a plurality of class definitions for selection, each class definition modeling a respective data or functional component of a cloud-based environment using a group of configurable class parameters, each class definition supporting instantiation and inheritance of the class definition in a configuration specification for a cloud-based deployment;

for each of the plurality of class definitions;

tracking a respective count of problems encountered in cloud-based deployments that have been configured at least in part according to the class definition; and

tracking a number of required changes to resolve the problems encountered in the cloud-based deployments that have been configured at least in part according to the class definition;

deriving respective performance metrics associated with each of the plurality of class definitions based on aggregated performance of multiple cloud-based deployments, wherein the multiple cloud-based deployments had been carried out according to respective configuration specifications that require instantiation of the class definition or a new class definition derived from the class definition; and

ranking the class definitions based on the respective performance metrics for each of the class definitions, the respective counts of the problems, and the respective numbers of required changes to resolve the problems encountered in the cloud-based deployments that have been configured at least in part according to the class definition; and

providing data that causes a user device to display the rankings of the class definitions.