公开(公告)号：US12056992B2

公开(公告)日：2024-08-06

申请号：US18216298

申请日：2023-06-29

Applicant: Bank of America Corporation

Inventor： Ashok Kumar ,  Jessica Boettner ,  Kenneth M. Fischer ,  Prabhakar Rao Bolleddu ,  Carl Parziale ,  Lakshmipriya Varada

IPC: G06Q20/40 ,  G06F17/18 ,  G07F19/00 ,  H04L9/40

CPC classification number: G07F19/209 ,  G06F17/18 ,  G07F19/206 ,  G07F19/211

Abstract: Aspects of the disclosure relate to monitoring an automatic teller machine (ATM) network and determining anomalous fault behavior in the ATM network. A system may determine historical fault volumes in the ATM network and generate a time-series model of the fault volumes. The system may predict future fault volumes based on the generated time-series model. Based on the predicted future fault volumes and actual future fault volumes, the system may determine anomalous fault behavior and perform a remedial action associated with the ATM fault code determined from anomalous observed fault volumes.

公开(公告)号：US20230343188A1

公开(公告)日：2023-10-26

申请号：US18216298

申请日：2023-06-29

Applicant: Bank of America Corporation

Inventor： Ashok Kumar ,  Jessica Boettner ,  Kenneth M. Fischer ,  Prabhakar Rao Bolleddu ,  Carl Parziale ,  Lakshmipriya Varada

IPC: G06F17/18 ,  G07F19/00

CPC classification number: G07F19/209 ,  G06F17/18 ,  G07F19/206 ,  G07F19/211

Abstract: Aspects of the disclosure relate to monitoring an automatic teller machine (ATM) network and determining anomalous fault behavior in the ATM network. A system may determine historical fault volumes in the ATM network and generate a time-series model of the fault volumes. The system may predict future fault volumes based on the generated time-series model. Based on the predicted future fault volumes and actual future fault volumes, the system may determine anomalous fault behavior and perform a remedial action associated with the ATM fault code determined from anomalous observed fault volumes.

公开(公告)号：US11749070B2

公开(公告)日：2023-09-05

申请号：US16850649

申请日：2020-04-16

Applicant: Bank of America Corporation

Inventor： Ashok Kumar ,  Jessica Boettner ,  Kenneth M. Fischer ,  Prabhakar Rao Bolleddu ,  Carl Parziale ,  Lakshmipriya Varada

IPC: G06Q20/40 ,  G07F19/00 ,  G06F17/18 ,  H04L9/40

CPC classification number: G07F19/209 ,  G06F17/18 ,  G07F19/206 ,  G07F19/211

Abstract: Aspects of the disclosure relate to monitoring an automatic teller machine (ATM) network and determining anomalous fault behavior in the ATM network. A computing device may determine historical fault volumes in the ATM network and generate a time-series model of the fault volumes. The computing platform may predict future fault volumes based on the generated time-series model. Based on the predicted future fault volumes and actual future fault volumes, the computing platform may determine anomalous fault behavior. The time-series model may be based on exogenous factors associated with ATM network operations.

公开(公告)号：US20210327223A1

公开(公告)日：2021-10-21

申请号：US16850649

申请日：2020-04-16

Applicant: Bank of America Corporation

Inventor： Ashok Kumar ,  Jessica Boettner ,  Kenneth M. Fischer ,  Prabhakar Rao Bolleddu ,  Carl Parziale ,  Lakshmipriya Varada

IPC: G07F19/00 ,  G06F17/18

Abstract: Aspects of the disclosure relate to monitoring an automatic teller machine (ATM) network and determining anomalous fault behavior in the ATM network. A computing device may determine historical fault volumes in the ATM network and generate a time-series model of the fault volumes. The computing platform may predict future fault volumes based on the generated time-series model. Based on the predicted future fault volumes and actual future fault volumes, the computing platform may determine anomalous fault behavior. The time-series model may be based on exogenous factors associated with ATM network operations.