DYNAMIC REPLACEMENT AND UPGRADE OF EXISTING RESOURCES BASED ON RESOURCE UTILIZATION

• US 20180006899A1
• Filed: 07/01/2016
• Published: 01/04/2018
• Est. Priority Date: 07/01/2016
• Status: Active Grant

• Current Assignee: Bank of America Corp.
• Original Assignee: Bank of America Corp.
• Inventors: Ogrinz, Michael Emil
• Granted Patent: US 10,439,913 B2
• Time in Patent Office: Days
• CPC Class Codes: H04L 41/5025 by proactively reacting to service quality change, e.g. by reconfiguration after service quality degradation or upgrade
• CPC Class Codes: H04L 43/0817 by checking functioning
• CPC Class Codes: H04L 67/12 specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks

Abstract

Performance data received from interrelated communication devices is analyzed to determine the current operating state of the device and based on the current operating state a variable associated with replacing the device is determined which is implemented in the determination of a dynamic user-specific replacement schedule for the interrelated communication devices.

Claims

1. A system for analyzing performance data from interrelated communication devices, the system comprising:

a computer platform including, a memory, a processor in communication with the memory and a network communication device in communication with the processor;

a device performance analysis module stored in the memory, executable by the processor, and configured for;

communicating with a plurality of interrelated communication devices across a distributed computing network, wherein each of the interrelated computing devices include at least one sensor that captures performance data and communicates the performance data via the distributed network,

receiving the performance data captured by the at least one sensor and communicated from the one or more of the interrelated communication devices,

analyzing the performance data to determine a current operating state of each of the one or more interrelated communication devices;

a replacement schedule determining module stored in the memory, executable by the processor, and configured for;

determining a first variable for each of the one or more interrelated communication devices, wherein the first variable is associated with replacing each of the interrelated communication devices based on the determined current operating state of each of the one or more interrelated communication devices, and

determining a replacement schedule for replacing each of the one or more interrelated communication devices by applying the first variable to a first fixed rate, wherein the first fixed rate is associated with a same one of the one or more interrelated communication devices as a corresponding first variable.

2. The system of claim 1, wherein the device performance analysis module is further configured for analyzing the performance data to predict a useful life period for each of the one or more interrelated communication devices.

3. The system of claim 2, wherein the replacement schedule module is further configured for determining the first variable based on the predicted useful life period for each of the one or more interrelated communication devices.

4. The system of claim 2, wherein the replacement schedule module is further configured for determining a first time for determining the first variable and a second time for determining the replacement schedule based on the predicted useful life period for each of the one or more interrelated communication devices.

5. The system of claim 1, wherein the device performance analysis module is further configured for analyzing the performance data to determine the current operating state of each of the one or more interrelated communication devices in relation to a period of time that each of the one or more interrelated communication devices have been in use.

6. The system of claim 5, further comprising a warranty module stored in the memory, executable by the processor and configured for:

determining a second variable for each of the one or more interrelated communication devices, wherein the second variable is associated with warranting each of the devices based on the determined current operating state of each of the one or more interrelated communication devices in relation to the period of time, and

determining a first warranty rate for warranting each of the one or more interrelated communication devices by applying the second variable to a second fixed rate, wherein the second fixed rate is associated with a same one of the one or more interrelated communication devices as a corresponding second variable.

7. The system of claim 6, wherein the warranty module is further configured for:

determining a third variable for each of the one or more interrelated communication devices, wherein the third variable is associated with warranting a replacement device for a corresponding one of the one or more interrelated communication devices based on the determined current operating state of each of the interrelated communication devices in relation to the period of time, and

determining a second warranty rate for warranting a replacement device for each of the one or more interrelated communication devices by applying the third variable to a third fixed rate, wherein the third fixed rate is associated with a same one of the one or more interrelated communication devices as a corresponding third variable.

8. The system of claim 1, wherein the device performance analysis module is further configured for:

analyzing the performance data over time to determine a performance trend for each of the one or more interrelated communication devices,

wherein the replacement schedule module is further configured for;

determining the first variable for each of the one or more interrelated communication devices, wherein the first variable is associated with replacing each of the interrelated communication devices based on the determined performance trend of each of the one or more interrelated communication devices.

9. The system of claim 1, wherein the replacement schedule module is further configured for:

determining the replacement schedule, wherein the replacement schedule includes a predicted time for replacing a corresponding one of the one or more interrelated communication devices and a replacement amount by applying the first variable to the first fixed rate.

10. A method for analyzing performance data from interrelated communication devices, the method comprising:

communicating with a plurality of interrelated communication devices across a distributed computing network, wherein each of the interrelated computing devices include at least one sensor that captures performance data and communicates the performance data via the distributed network;

receiving, by a computing device processor, the performance data communicated from the one or more of the interrelated communication devices;

analyzing, by a computing device processor, the performance data to determine a current operating state of each of the one or more interrelated communication devices;

determining, by a computing device processor, a first variable for each of the one or more interrelated communication devices, wherein the first variable is associated with replacing each of the interrelated communication devices based on the determined current operating state of each of the one or more interrelated communication devices; and

determining, by a computing device processor, a replacement schedule for replacing each of the one or more interrelated communication devices by applying the first variable to a first fixed rate, wherein the first fixed rate is associated with a same one of the one or more interrelated communication devices as a corresponding first variable.

11. The method of claim 10, wherein analyzing the performance data further comprises analyzing, by the computing device processor, the performance data to predict a useful life period for each of the one or more interrelated communication devices.

12. The method of claim 11, wherein the determining the first variable further comprises determining, by the computing device processor, the first variable based on the predicted useful life period for each of the one or more interrelated communication devices.

13. The method of claim 11, further comprising determining a first time for determining the first variable and a second time for determining the replacement schedule based on the predicted useful life period for each of the one or more interrelated communication devices.

14. The method of claim 10, wherein analyzing the performance data further comprises analyzing, by the computing device processor, the performance data to determine the current operating state of each of the one or more interrelated communication devices in relation to a period of time that each of the one or more interrelated communication devices have been in use.

15. The method of claim 14, further comprising:

determining, by a computing device processor, a second variable for each of the one or more interrelated communication devices, wherein the second variable is associated with warranting each of the devices based on the determined current operating state of each of the one or more interrelated communication devices in relation to the period of time, and

determining, by a computing device processor, a first warranty rate for warranting each of the one or more interrelated communication devices by applying the second variable to a second fixed rate, wherein the second fixed rate is associated with a same one of the one or more interrelated communication devices as a corresponding second variable.

16. The method of claim 10, wherein analyzing the performance data further comprises monitoring, by the computing device processor, the performance data over time to determine a performance trend for each of the one or more interrelated communication devices, and wherein determining the first variable further comprises determining, by the computing device processor, the first variable for each of the one or more interrelated communication devices, wherein the first variable is associated with replacing each of the interrelated communication devices based on the determined performance trend of each of the one or more interrelated communication devices.

17. The method of claim 10, wherein determining the replacement schedule further comprises determining, by the computing device processor, the replacement schedule, wherein the replacement schedule includes a predicted time for replacing a corresponding one of the one or more interrelated communication devices and a replacement amount by applying the first variable to the first fixed rate.

18. A computer program product for analyzing performance data from interrelated communication devices comprising a non-transitory computer-readable storage medium having computer-executable instructions for:

communicating with a plurality of interrelated communication devices across a distributed computing network, wherein each of the interrelated computing devices include at least one sensor that captures performance data and communicates the performance data via the distributed network;

receiving the performance data communicated from the one or more of the interrelated communication devices;

analyzing the performance data to determine a current operating state of each of the one or more interrelated communication devices;

determining a first variable for each of the one or more interrelated communication devices, wherein the first variable is associated with replacing each of the interrelated communication devices based on the determined current operating state of each of the one or more interrelated communication devices; and

determining a replacement schedule for replacing each of the one or more interrelated communication devices by applying the first variable to a first fixed rate, wherein the first fixed rate is associated with a same one of the one or more interrelated communication devices as a corresponding first variable.

19. The computer program product of claim 18, wherein the instructions for analyzing the performance data further comprise instructions for analyzing the performance data to predict a useful life period for each of the one or more interrelated communication devices and wherein the instructions for determining the first variable further comprise instructions for determining the first variable based on the predicted useful life period for each of the one or more interrelated communication devices.

20. The computer program product of claim 19, further comprising instructions for determining a first time for determining the first variable and a second time for determining the replacement schedule based on the predicted useful life period for each of the one or more interrelated communication devices.