18481011. SUSTAINABLE TRAINING OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING MODELS (Cisco Technology, Inc.)

SUSTAINABLE TRAINING OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING MODELS

Organization Name

Cisco Technology, Inc.

Inventor(s)

Raghu Rajendra Arur of Dwarka IN

Indermeet Singh Gandhi of San Jose CA US

SUSTAINABLE TRAINING OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING MODELS

This abstract first appeared for US patent application 18481011 titled 'SUSTAINABLE TRAINING OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING MODELS

Original Abstract Submitted

Methods are provided for sustainably training artificial intelligent or machine learning models. Specifically, the methods involve obtaining power supply information about at least two computing resource groups. The power supply information relates to one or more power sources that supply power to the at least two computing resource groups. The methods further involve determining, while training an artificial intelligence or machine learning model using a current computing resource group of the at least two computing resource groups, an availability of power provided to the current computing resource group from one or more renewable energy sources, based on the power supply information and migrating the artificial intelligence or machine learning model for training using a different computing resource group than the current computing resource group, based on determining a lack of the availability of power provided to the current computing resource group from the one or more renewable energy sources.