Method and system for proximity based workload and data placement
A method and system for proximity based workload and data placement. Specifically, the disclosed method and system improve the efficiency and responsiveness of workload and/or workload data access to end-users through dynamic and automated needs detection and replication or migration orchestration between infrastructures (or geographical areas).
1. A method for resource placement, comprising:
selecting, from an access heat map, a first heat map element using a selection criterion;
identifying, in association with the first heat map element, a first resource and a first access source;
determining, based on a first resource type of the first resource, a first placement operation type; and
orchestrating, onto the first access source, a first placement operation of the first placement operation type targeting the first resource,
wherein the first access source is a geographical area;
selecting a second heat map element from the access heat map using the selection criterion;
identifying, in association with the second heat map element, a second resource and a second access source;
determining, based on a second resource type of the second resource, a second placement operation type; and
orchestrating, onto the second access source, a second placement operation of the second placement operation type targeting the second resource,
wherein the first resource type is active workload data that is specified in the access heat map and that species computing resources including processing, storage, virtualization, and networking used by one or more active workloads, and the second resource type is an active workload of the one or more active workloads.
2. The method of claim 1 , wherein the first heat map element comprises an access intensity value.
3. The method of claim 2 , wherein the selection criterion requires the access intensity value to at least meet an access intensity threshold.
4. The method of claim 1 , wherein the first resource is one selected from a group consisting of an active workload not hosted on the first access source and active workload data not maintained at the first access source.
5. The method of claim 1 , wherein a resource configuration template is further determined based on the first resource type of the first resource.
6. The method of claim 5 , further comprising:
prior to orchestrating the first placement operation:
generating placement instructions based on the resource configuration template,
wherein orchestration of the first placement operation uses the placement instructions.
7. The method of claim 1 , wherein the first placement operation type is one selected from a group consisting of a resource replication and a resource migration.
8. A non-transitory computer readable medium (CRM) comprising computer readable program code, which when executed by a computer processor, enables the computer processor to:
select, from an access heat map, a first heat map element using a selection criterion;
identify, in association with the first heat map element, a first resource and a first access source;
determine, based on a first resource type of the first resource, a first placement operation type; and
orchestrate, onto the first access source, a first placement operation of the first placement operation type targeting the first resource,
wherein the first access source is a geographical area;
selecting a second heat map element from the access heat map using the selection criterion;
identifying, in association with the second heat map element, a second resource and a second access source;
determining, based on a second resource type of the second resource, a second placement operation type; and
orchestrating, onto the second access source, a second placement operation of the second placement operation type targeting the second resource,
wherein the first resource type is active workload data that is specified in the access heat map and that species computing resources including processing, storage, virtualization, and networking used by one or more active workloads, and the second resource type is an active workload of the one or more active workloads.
9. The non-transitory CRM of claim 8 , wherein the first heat map element comprises an access intensity value.
10. The non-transitory CRM of claim 9 , wherein the selection criterion requires the access intensity value to at least meet an access intensity threshold.
11. The non-transitory CRM of claim 8 , wherein the first resource is one selected from a group consisting of an active workload not hosted on the first access source and active workload data not maintained at the first access source.
12. The non-transitory CRM of claim 8 , wherein a resource configuration template is further determined based on the first resource type of the first resource.
13. The non-transitory CRM of claim 12 , comprising computer readable program code, which when executed by the computer processor, further enables the computer processor to:
prior to orchestrating the first placement operation:
generate placement instructions based on the resource configuration template,
wherein orchestration of the first placement operation uses the placement instructions.
14. The non-transitory CRM of claim 8 , wherein the first placement operation type is one selected from a group consisting of a resource replication and a resource migration.