Automated deployment and performance evaluation of a virtualized-computing environment
View Patent ↗A virtual-computing environment definition language automates the deployment of a virtualized computing environment. A set of basic requirements of a planned virtual computing environment is described in the definition language to provide a concise, textual representation of the planned environment's architecture. This representation also predicts the planned environment's performance characteristics as a function of expected workloads, such as expected numbers of concurrent users or expected numbers of concurrent transactions. The definition-language representation is then translated into an orchestration template from which virtual resources are provisioned and the virtual-computing environment deployed.
1. An automated virtual-resource deployment system comprising a processor, a memory coupled to the processor, and a computer-readable hardware storage device coupled to the processor, the storage device containing program code configured to be run by the processor via the memory to implement a method for automated deployment of a virtualized computing environment, the method comprising:
receiving, by the virtual-resource deployment system, a set of requirements that enumerate virtual components of the virtualized computing environment, specify a topology of the virtualized computing environment, and describe a workload that is expected to be handled in the future by the virtualized computing environment;
retrieving, by the virtual-resource deployment system, empirical data from which it is configured to infer performance characteristics of each of the virtual components;
representing, by the virtual-resource deployment system, the topology as one or more lines of code written in a virtual-computing environment definition language,
where the one or more lines of code written in the virtual-computing environment definition language consist of one or more lines of a cloud-definition language, and
where the one or more lines of the cloud-definition language describe a cloud computing environment by:
sorting the virtual components into a set of groups;
specifying whether each virtual component of a first group of the set of groups should be configured to operate sequentially with, in parallel with, or independently of other virtual components of the first group; and
specifying whether each group of the set of groups should be configured to operate sequentially with, in parallel with, or independently of another group of the set of groups;
estimating, by the virtual-resource deployment system, a response time and a throughput of the virtualized computing environment as functions of the inferred performance characteristics and of the expected workload;
translating, by the virtual-resource deployment system, the one or more lines of code into an orchestration template that comprises configuration details required to deploy the virtualized computing environment; and
automatically deploying, by the virtual-resource deployment system, the virtualized computing environment as a function of the orchestration template.
2. The virtual-resource deployment system of claim 1 ,
where the inferred performance characteristics comprise a record of response times and throughputs of a previously deployed virtual machine.
3. The virtual-resource deployment system of claim 2 ,
where the previously deployed virtual machine is of a same class as one of the enumerated virtual components.
4. The virtual-resource deployment system of claim 2 ,
where the response times and throughputs are each associated with a concurrent load that identifies a number of concurrent users.
5. The virtual-resource deployment system of claim 2 ,
where the response times and throughputs are each associated with a concurrent load that identifies a number of concurrent transactions.
6. The virtual-resource deployment system of claim 1 , further comprising:
monitoring, by the virtual-resource deployment system, performance characteristics of the deployed virtualized computing environment; and
updating, by the virtual-resource deployment system, the empirical data as a function of the monitored performance characteristics.
7. A method for automated deployment of a virtualized computing environment, the method comprising:
receiving, by the virtual-resource deployment system, a set of requirements that enumerate virtual components of the virtualized computing environment, specify a topology of the virtualized computing environment, and describe a workload that is expected to be handled in the future by the virtualized computing environment;
retrieving, by the virtual-resource deployment system, empirical data from which it is configured to infer performance characteristics of each of the virtual components;
representing, by the virtual-resource deployment system, the topology as one or more lines of code written in a virtual-computing environment definition language,
where the one or more lines of code written in the virtual-computing environment definition language consist of one or more lines of a cloud-definition language, and
where the one or more lines of the cloud-definition language describe a cloud computing environment by:
sorting the virtual components into a set of groups;
specifying whether each virtual component of a first group of the set of groups should be configured to operate sequentially with, in parallel with, or independently of other virtual components of the first group; and
specifying whether each group of the set of groups should be configured to operate sequentially with, in parallel with, or independently of another group of the set of groups;
estimating, by the virtual-resource deployment system, a response time and a throughput of the virtualized computing environment as functions of the inferred performance characteristics and of the expected workload;
translating, by the virtual-resource deployment system, the one or more lines of code into an orchestration template that comprises configuration details required to deploy the virtualized computing environment; and
automatically deploying, by the virtual-resource deployment system, the virtualized computing environment as a function of the orchestration template.
8. The method of claim 7 ,
where the inferred performance characteristics comprise a record of response times and throughputs of a previously deployed virtual machine.
9. The method of claim 8 ,
where the previously deployed virtual machine is of a same class as one of the enumerated virtual components.
10. The method of claim 8 ,
where the response times and throughputs are each associated with a concurrent load that identifies a number of concurrent users.
11. The method of claim 8 ,
where the response times and throughputs are each associated with a concurrent load that identities a number of concurrent transactions.
12. The method of claim 7 , further comprising providing at least one support service for at least one of creating, integrating, hosting, maintaining, and deploying computer-readable program code in the computer system, wherein the computer-readable program code in combination with the computer system is configured to implement the receiving, the retrieving, the representing, the estimating, the translating, and the automatically deploying.
13. A computer program product, comprising a computer-readable hardware storage device having a computer-readable program code stored therein, the program code configured to be executed by an automated virtual-resource deployment system comprising a processor, a memory coupled to the processor, and a computer-readable hardware storage device coupled to the processor, the storage device containing program code configured to be run by the processor via the memory to implement a method for automated deployment of a virtualized computing environment, the method comprising:
receiving, by the virtual-resource deployment system, a set of requirements that enumerate virtual components of the virtualized computing environment, specify a topology of the virtualized computing environment, and describe a workload that is expected to be handled in the future by the virtualized computing environment;
retrieving, by the virtual-resource deployment system, empirical data from which it is configured to infer performance characteristics of each of the virtual components;
representing, by the virtual-resource deployment system, the topology as one or more lines of code written in a virtual-computing environment definition language,
where the one or more lines of code written in the virtual-computing environment definition language consist of one or more lines of a cloud-definition language, and
where the one or more lines of the cloud-definition language describe a cloud computing environment by:
sorting the virtual components into a set of groups;
specifying whether each virtual component of a first group of the set of groups should be configured to operate sequentially with, in parallel with, or independently of other virtual components of the first group; and
specifying whether each group of the set of groups should be configured to operate sequentially with, in parallel with, or independently of another group of the set of groups;
estimating, by the virtual-resource deployment system, a response time and a throughput of the virtualized computing environment as functions of the inferred performance characteristics and of the expected workload;
translating, by the virtual-resource deployment system, the one or more lines of code into an orchestration template that comprises configuration details required to deploy the virtualized computing environment; and
automatically deploying, by the virtual-resource deployment system, the virtualized computing environment as a function of the orchestration template.
14. The computer program product of claim 13 ,
where the inferred performance characteristics comprise a record of response times and throughputs of a previously deployed virtual machine.
15. The computer program product of claim 14 ,
where the previously deployed virtual machine is of a same class as one of the enumerated virtual components.
16. The computer program product of claim 14 ,
where the response times and throughputs are each associated with a concurrent load that identifies a number of concurrent users.
17. The computer program product of claim 14 ,
where the response times and throughputs are each associated with a concurrent load that identifies a number of concurrent transactions.