Company Filing History:
Years Active: 2014-2025
Title: Innovations of Ashish Naik in Memory Failure Prediction
Introduction
Ashish Naik is a prominent inventor based in Los Altos, CA, known for his significant contributions to the field of computing systems. With a total of 10 patents, he has made remarkable strides in predicting memory failures, which is crucial for enhancing the reliability of computer systems.
Latest Patents
One of Ashish Naik's latest patents focuses on image models to predict memory failures in computing systems. This invention includes methods, systems, and apparatus, along with computer programs encoded on computer storage mediums, aimed at predicting the likelihood of future computer memory failures. The process begins with obtaining training data inputs that encompass correctable memory error data, which describes errors that occurred in computer memory. Additionally, data indicating whether these correctable errors resulted in a memory failure is included. For each training data input, image representations of the correctable memory error data are generated. These representations are then processed using a machine learning model to estimate the likelihood of future memory failures. The model computes the difference between the estimated likelihood and the actual data regarding memory failures, allowing for the updating of model parameters based on this computed difference.
Career Highlights
Ashish Naik has established himself as a key figure in the tech industry, particularly through his work at Google Inc. His innovative approaches to memory failure prediction have garnered attention and recognition within the field.
Collaborations
Some of Ashish's notable coworkers include Subhasree Mandal and Arjun Singh, who have collaborated with him on various projects, contributing to the advancement of technology in memory systems.
Conclusion
Ashish Naik's work in predicting memory failures through innovative methods and systems showcases his expertise and dedication to improving computing reliability. His contributions are vital for the ongoing evolution of technology in this area.
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