Dell Products Inc.

Victor Da Cruz Ferreira

Paulo Abelha Ferreira

Thais Luca Marques De Almeida

Vítor Nascimento Lourenço

Claudio Romero

One example method includes obtaining input including characteristics of a machine learning (ML) model, specifications of a hardware configuration on which the ML model has been run, and characteristics of a prospective workload, estimating, given the hardware configuration, an energy efficiency of the ML model, using a similarity measure to find peer ML models of the ML model, and each peer ML model is more energy efficient, given the hardware configuration, than the ML model, ranking the peer ML models as suggested alternatives to the ML model, storing, in a database, the characteristics of the ML model, the energy efficiency of the ML model, and the specifications of the hardware configuration, and transmitting the specifications of the hardware configuration, along with workload characteristics, to a recipient.

Growing community of inventors

Rio de Janeiro-RJ, Brazil

Victor Da Cruz Ferreira