Tyco fire & security gmbh (20250110491). BUILDING MANAGEMENT SYSTEMS WITH DYNAMIC EDGE COMPUTING ARCHITECTURES
BUILDING MANAGEMENT SYSTEMS WITH DYNAMIC EDGE COMPUTING ARCHITECTURES
Organization Name
Inventor(s)
Trent M. Swanson of Wellington FL US
Miguel Galvez of Westford MA US
BUILDING MANAGEMENT SYSTEMS WITH DYNAMIC EDGE COMPUTING ARCHITECTURES
This abstract first appeared for US patent application 20250110491 titled 'BUILDING MANAGEMENT SYSTEMS WITH DYNAMIC EDGE COMPUTING ARCHITECTURES
Original Abstract Submitted
a method for enhancing performance of a machine learning model executing on an edge building device of a building includes executing, by one or more processors of the edge building device, the machine learning model, generating, by the one or more processors of the edge building device, an assessment of the performance of the machine learning model on the edge building device, and responsive to the assessment indicating the performance of the machine learning model is below a first level: retraining, by the one or more processors of the edge building device, the machine learning model at the edge building device, and causing, by the one or more processors of the edge building device, a device other than the edge building device to retrain the machine learning model.