MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202541008169 A) filed by Hewlett Packard Enterprise Development Lp on January 31, 2025, for Forecasting Device Time Series Data During A Cold-Start Period.
Inventors include Gill, Mantej Singh; Mahendran, Arun; Godla, Rajendra Babu; Khaneja, Tarun; Sensarma, Shaunak; and L, Mahalakshmi.
The application for the patent was published on August 07, 2026, under issue no. 32/2026.
Abstract: Systems and methods are provided for reducing or eliminating a cold start period experienced with a first machine learning model by implementing a second machine learning model to generate forecasts during the first model’s cold start period. The second machine learning model may be trained on data that is collected absent the new device or application, and generate forecasts that may be anonymized and generalized for several environments.
Disclaimer: Curated by HT Syndication.
