Automonous digital twin generation using edge-nodes
AssigneeBank of America Corporation
InventorMaharaj Mukherjee
Life of this patent
Estimating the term…
Abstract
Apparatus and methods for building a digital twin of a datacenter using edge-node computing is provided. Edge-nodes may collect telemetry data points from different infrastructure components of the datacenter. An AI engine may be configured to create a digital twin of the datacenter based on the data points captured by the edge-nodes. The digital twin may be segmented into a plurality of layers, and each layer may represent a different logical layer of the datacenter. Utilizing edge-nodes to capture data points may prevent overloading components of the datacenter and generate a digital twin for any suitable layer (physical or virtual) of datacenter.
Claims20
An artificial intelligence (“AI”) method for building a digital twin of a datacenter, the method comprising:
- monitoring incoming and outgoing data traffic patterns associated with the datacenter;
- based on the monitoring, identifying a plurality of target data traffic intersections;
- and
- at a target intersection, deploying an edge-node that:
- records data traffic at the target intersection;
- performs at least one level of real-time data integration on the recorded data traffic;
- and
- feeds the recorded data traffic and associated analysis to an AI engine that constructs the digital twin of the datacenter.
An artificial intelligence (“AI”) system for building a digital twin of a datacenter, the system comprising:
- a plurality of edge-nodes that:
- capture data traffic from one or more infrastructure components of the datacenter;
- and
- transmit the captured data traffic to an AI engine;
- and
- based on the captured data traffic, the AI engine is configured to build a digital component twin for each of the one or more infrastructure components;
- wherein the one or more infrastructure components comprise:
- a storage system of the datacenter;
- a computer server system of the datacenter;
- and
- a communication system of the datacenter.
A method for building a digital twin of a datacenter using edge-node computing, the method comprising:
- using a plurality of edge-nodes:
- collecting telemetry data from two or more infrastructure components of the datacenter;
- performing at least at least one real-time data integration task;
- and
- after performing the at least one real-time data integration task:
- feeding the telemetry data into an artificial intelligence (“AI”) engine;
- constructing at least one digital asset twin based on the telemetry data;
- monitoring performance of the at least one digital asset based on the telemetry data;
- and
- generating improvements to the two or more infrastructure components.
Dependencies are inferred from the claim text.