System and method for mitigating analytics loads between hardware devices
An information handling system includes a cloud device including an on-the-cloud analytics device, and a node device. The node device includes an on-the-box analytics device, a data collector device, a data management device, and a load mitigator device. The data collector device sources a plurality of data-producing agents within the information handling system. The data management device receives and manages data produced by the data collector. The load mitigator device receives the data from the data management device, and analyzes the data and additional system data. The additional system data is associated with the information handling system. The load mitigator device also determines whether to route analytics for the information handling system to the on-the box analytics device or to the on-the-cloud analytics. Based on the determination, the load mitigator device routes the analytics to either the on-the box analytics device or to the on-the-cloud analytics device.
1. An information handling system comprising:
a cloud device including an on-the-cloud analytics device; and
a node device to communicate with the cloud device, the node device including:
an on-the-box analytics device;
a data collector device to source a plurality of data-producing agents within the information handling system;
a data management device to communicate with the data collector device, the data management device to receive and manage data produced by the data collector; and
a load mitigator device to communicate with the data management device, the load mitigator device to:
receive the data from the data management device;
analyze the data and additional system data, wherein the additional system data is associated with the information handling system;
based on the analyzed data and additional system data, determine whether to route an analytics workload associated with the analyzed data in the information handling system to the on-the box analytics device or to the on-the-cloud analytics, wherein the determination is based on a resource load heat map indicating a current and an expected strain on the information handling system resources; and
based on the determination, route the analytics workload to either the on-the box analytics device or to the on-the-cloud analytics device.
2. The information handling system of claim 1 , wherein the on-the-cloud device to produce a list of product support quick notes (PSQNs), and to provide the list of PSQNs to the node device, wherein PSQNs in the list of PSQNs are generated based on issues of the information handling system being mitigated.
3. The information handling system of claim 1 , wherein the data collector device further to organize the data into immediate data and retention limited data.
4. The information handling system of claim 1 , wherein the determination of whether to route the analytics workload to the on-the box analytics device or to the on-the-cloud analytics is further based on a policy within the information handling system.
5. The information handling system of claim 1 , wherein the additional system data includes system load data and system health data.
6. The information handling system of claim 5 , wherein the system health data is calculated based on a comprehensive health score of the information handling system.
7. The information handling system of claim 6 , wherein the comprehensive health score is generated based on two or more of: memory health information, hard drive data information, system temperature information, subsystem age information, battery health information, and application crashes information.
8. A method comprising:
sourcing, by a data collector device of a node device within an information handling system, a plurality of data-producing agents within the information handling system;
managing, by a data management device, data produced by the data collector;
receiving, by a load mitigator device, the data from the data management device;
analyzing, by the load mitigator device, the data and additional system data, wherein the additional system data is associated with the information handling system;
determining, by the load mitigator device, whether to route an analytics workload associated with the analyzed data in the information handling system to an on-the box analytics device or to an on-the-cloud analytics, wherein the determination is based on a resource load heat map indicating a current and an expected strain on the information handling system resources; and
based on the determination, routing the analytics workload to either the on-the box analytics device or to the on-the-cloud analytics device.
9. The method of claim 8 , further comprising:
producing, by the on-the-cloud device, a list of product support quick notes (PSQNs); and
providing the list of PSQNs to the node device, wherein PSQNs in the list of PSQNs are generated based on issues of the information handling system being mitigated.
10. The method of claim 8 , further comprising:
organizing, by the data collector device, the data into immediate data and retention limited data.
11. The method of claim 8 , wherein the determining of whether to route the analytics workload to the on-the box analytics device or to the on-the-cloud analytics is further based on a policy within the information handling system.
12. The method of claim 8 , wherein the additional system data includes system load data and system health data.
13. The method of claim 12 , wherein the system health data is calculated based on a comprehensive health score of the information handling system.
14. The method of claim 13 , further comprising:
generating the comprehensive health score based on two or more of: memory health information, hard drive data information, system temperature information, subsystem age information, battery health information, and application crashes information.
15. A non-transitory computer-readable medium including code that when executed performs a method, the method comprising:
sourcing, by a data collector device of a node device, a plurality of data-producing agents within the information handling system;
managing, by a data management device, data produced by the data collector;
receiving, by a load mitigator device, the data from the data management device;
analyzing, by the load mitigator device, the data and additional system data, wherein the additional system data is associated with an information handling system;
determining, by the load mitigator device, whether to route an analytics workload for associated with the analyzed data in the information handling system to the on-the box analytics device or to the on-the-cloud analytics, wherein the determination is based on a resource load heat map indicating a current and an expected strain on the information handling system resources; and
based on the determination, routing the analytics workload to either the on-the box analytics device or to the on-the-cloud analytics device.
16. The non-transitory computer-readable medium of claim 15 , wherein the method further comprises:
producing, by the on-the-cloud device, a list of product support quick notes (PSQNs); and
providing the list of PSQNs to the node device, wherein PSQNs in the list of PSQNs are generated based on issues of the information handling system being mitigated.
17. The non-transitory computer-readable medium of claim 15 , wherein the method further comprises:
organizing, by the data collector device, the data into immediate data and retention limited data.
18. The non-transitory computer-readable medium of claim 17 , wherein the determining of whether to route the analytics workload to the on-the box analytics device or to the on-the-cloud analytics is further based on a policy within the information handling system.