This inventor holds 4 USPTO granted patents. Top assignee: International Business Machines Corporation. Active years: 2015-2026.
Company Filing History:
Years Active: 2015-2026
Title: Marius I Danciu: Innovator in Resource Optimization and Predictive Modeling
Introduction
Marius I Danciu is a notable inventor based in Cluj-Napoca, Romania. He has made significant contributions to the fields of resource optimization and predictive modeling, holding a total of 4 patents. His work is characterized by innovative approaches that enhance efficiency and accuracy in various applications.
Latest Patents
Danciu's latest patents include groundbreaking technologies aimed at optimizing resource utilization and generating predictive models. One of his patents focuses on optimizing resource utilization based on quota trees in resource scheduling. This system involves a processor executing computer-executable components that determine quota trees to classify job requests as inadmissible. The optimization component then enhances resource usage to enable the admissibility of these job requests.
Another significant patent involves generating a predictive model from multiple data sources. This technique discloses methods for creating an ensemble model using a global validation sample and base models derived from various data sources. The accuracy of each base model is assessed, allowing for the selection of a subset of models to form a robust ensemble model.
Career Highlights
Marius I Danciu is currently employed at International Business Machines Corporation (IBM), where he continues to innovate and contribute to the field of technology. His work at IBM has allowed him to collaborate with other talented professionals and further his research in optimization and predictive analytics.
Collaborations
Danciu has worked alongside notable colleagues such as Fan Li and Michael McRoberts. These collaborations have fostered an environment of innovation and have led to the development of advanced technologies in their respective fields.
Conclusion
Marius I Danciu is a distinguished inventor whose work in resource optimization and predictive modeling has made a significant impact in technology. His patents reflect a commitment to enhancing efficiency and accuracy, positioning him as a key figure in his field.