Invention Application
- Patent Title: DETECTION OF UNDERUTILIZED DATA CENTER RESOURCES
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Application No.: US18224112Application Date: 2023-07-20
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Publication No.: US20250028621A1Publication Date: 2025-01-23
- Inventor: Elvis Nyamwange , Erik Dahl , Brian Jacobson , Pratap Dande , Hari Vuppala , Rahul Yaksh , Rahul Phadnis , Amer Ali , Sailesh Vezzu
- Applicant: Bank of America Corporation
- Applicant Address: US NC Charlotte
- Assignee: Bank of America Corporation
- Current Assignee: Bank of America Corporation
- Current Assignee Address: US NC Charlotte
- Main IPC: G06F11/34
- IPC: G06F11/34 ; G06F9/50 ; G06F11/30 ; G06N20/00

Abstract:
An apparatus may include a computer processor operating in a data center and running an AI/ML model. The apparatus may include a trace log agent and a telemetry agent. The computer processor may be configured to train and run the AI/ML model to determine if a resource in the data center is being utilized or is idle by using data provided by the trace log agent and a telemetry agent. The apparatus may include a status check engine, a discovery engine, and an analytics engine. The computer processor may be configured to run each of these engines to confirm a prediction by the AI/ML model that the resource is idle. The computer processor may be configured to notify an administrator of the data center if the AI/ML model predicts the resource is idle and the engines provide increased confidence to the prediction.
Information query