Intellectual Property India Publishes Patent Application for 'Pre-Optimizer And Optimizer Based Framework For Optimal Deployment Of Embedding Tables Across Heterogeneous Memory Architecture' Filed by Tata Consultancy Services Limited

MUMBAI, India, March 15 -- Intellectual Property India has published a patent application (202321060567 A) filed by Tata Consultancy Services Limited, Maharashtra, on Sept. 8, 2023, for 'pre-optimizer and optimizer based framework for optimal deployment of embedding tables across heterogeneous memory architecture.'

Inventor(s) include Krishnan, Ashwin; Nambiar, Manoj Karunakaran; and Singhal, Rekha.

The application for the patent was published on March 14, under issue no. 11/2025.

According to the abstract released by the Intellectual Property India: "High-performance deployment of DNN recommendation models heavily rely on embedding tables, and their performance bottleneck lies in the latency of embedding access. To optimize the deployme...