Location History:
- Yamato, JP (2006 - 2012)
- Kanagawa-ken, JP (2013)
Company Filing History:
Years Active: 2006-2013
Title: **Harunobu Kubo: Innovator in Change Analysis and Dynamic Scheduling**
Introduction
Harunobu Kubo is a prominent inventor based in Yamato, Japan, with a portfolio of three patents. His work primarily focuses on advanced methodologies within the realms of change analysis and dynamic scheduling, contributing significantly to the field of data processing and workflow management.
Latest Patents
Kubo's latest patents highlight his innovative approach to solving complex problems. One of his notable inventions is a method for change analysis using virtual labels, where he assigns +1 and -1 to two data sets. This technique simplifies the change analysis into a supervised learning problem by employing classifiers such as logical regression, decision trees, and SVM (Support Vector Machine). His feature selection function effectively ranks attributes contributing to classification, enhancing the accuracy of data analysis.
Another significant patent relates to dynamic scheduling in a distributed environment. Kubo developed a method and system that optimally assigns programs within a workflow to various nodes for execution. This process involves calculating the execution priority of each program based on their data dependencies. Through this prioritization and the assessment of each node's state, Kubo's system ensures efficient program assignment and preemptive execution, thereby streamlining workflow processes.
Career Highlights
Harunobu Kubo is affiliated with International Business Machines Corporation (IBM), where he leverages his inventive insights to drive technological advancements. His career has been marked by a commitment to developing solutions that enhance data processing capabilities and operational efficiency in distributed systems.
Collaborations
Throughout his career, Kubo has collaborated with skilled professionals, including Masaaki Taniguchi and Shohei Hido. These collaborations have allowed for diverse perspectives and insights, further enriching the innovative processes within their projects.
Conclusion
Harunobu Kubo's contributions to innovation in change analysis and dynamic scheduling underscore his vital role as an inventor in the technology space. With a foundation built on collaboration and creativity, Kubo continues to impact the fields of data processing and workflow management, paving the way for future advancements.