Company Filing History:
Years Active: 2019-2021
Title: Innovations by John A Bowers
Introduction
John A Bowers is a notable inventor based in Austin, TX (US). He has made significant contributions to the field of technology, particularly in machine learning and storage maintenance. With a total of 4 patents to his name, Bowers continues to push the boundaries of innovation.
Latest Patents
One of his latest patents focuses on machine learning for determining confidence for reclamation of storage volumes. This invention describes a method, system, and computer product for performing storage maintenance. A training set for storage volume reclamation is received, which contains sets of storage parameters for storage volumes and corresponding user decisions on whether the storage volumes are reclaimable. The training set is utilized to train a machine learning system to recognize reclaimable candidate storage volumes. The trained system is then employed to determine the likelihood of a candidate storage volume being reclaimable.
Another patent by Bowers also addresses machine learning for determining confidence for reclamation of storage volumes. This method involves receiving a training set that includes a set of storage parameters corresponding to respective candidate storage volumes. The training set also contains user decisions regarding the reclaimability of these volumes. The machine learning system is trained to identify common features of reclaimable candidate storage volumes. A graphical user interface is designed to present members of the set of candidate storage volumes for reclamation if the calculated confidence level exceeds a certain threshold.
Career Highlights
John A Bowers is currently associated with International Business Machines Corporation (IBM). His work at IBM has allowed him to develop innovative solutions that enhance storage management and efficiency.
Collaborations
Bowers has collaborated with notable coworkers such as Andrew J Laforteza and Ryan D McNair. Their combined expertise has contributed to the advancement of technology in their respective fields.
Conclusion
John A Bowers is a distinguished inventor whose work in machine learning and storage maintenance has led to significant advancements in technology. His contributions continue to influence the industry and inspire future innovations.