This inventor holds 4 USPTO granted patents and 1 published patent application. Top assignee: Western Digital Technologies, Inc.. Active years: 2025-2026.
Company Filing History:
Years Active: 2025-2026
Title: Innovations by Jonathan Lloyd in Storage Device Technology
Introduction
Jonathan Lloyd is an accomplished inventor based in Newport Beach, CA (US). He has made significant contributions to the field of storage device technology, holding a total of 4 patents. His work focuses on integrating machine learning techniques to enhance the performance and reliability of storage devices.
Latest Patents
One of Jonathan's latest patents is titled "Machine learning defect management in storage devices." This invention provides methods for managing defects in Hard Disk Drive (HDD) storage devices. Specifically, it tests only a portion of the cylinders of an HDD, utilizing a bag of machine learning models to reconstruct data for the untested cylinders. A defect file for the HDD is generated, and a classifier model may be applied to this file. If the defects are unsuitable for use by the models, a complete scan of the HDD is conducted. The HDD comprises a rotating disk and a read/write head actuated above the disk surface, formatted into concentric data tracks.
Another notable patent is "Embedded multi-attribute machine learning for storage devices." This invention outlines methods for tactically deploying machine learning operations within existing storage devices without requiring additional capital investment. The machine learning operations are designed to locate and evaluate multiple types of data to complete various operations, including synthesizing missing data. These operations can be processed within a System on Chip (SoC) of a storage device as embedded software.
Career Highlights
Jonathan Lloyd is currently employed at Western Digital Technologies, Inc., where he continues to innovate in the field of storage technology. His work has been instrumental in advancing the capabilities of storage devices through the application of machine learning.
Collaborations
Jonathan collaborates with talented individuals such as Amit Chattopadhyay and Saket Giri, contributing to a dynamic and innovative work environment.
Conclusion
Jonathan Lloyd's contributions to storage device technology through his innovative patents demonstrate the potential of machine learning in enhancing device performance. His work at Western Digital Technologies, Inc. continues to pave the way for future advancements in the industry.