Company Filing History:
Years Active: 2008-2013
Title: Mihai-Dan Budiu: Innovator in Decision Tree Training and Software Protection
Introduction
Mihai-Dan Budiu is a prominent inventor based in Sunnyvale, CA (US). He has made significant contributions to the fields of decision tree training and software protection. With a total of 4 patents, Budiu's work has had a substantial impact on technology and innovation.
Latest Patents
Budiu's latest patents include a groundbreaking system for distributed decision tree training. This computerized decision tree training system features a distributed control processing unit that receives training data for decision tree training. It also includes multiple data batch processing units that evaluate various split functions of a decision tree for respective data batches, computing partial histograms for each split function. Additionally, the system aggregates these partial histograms to determine the optimal split function for each frontier tree node based on information gain.
Another notable patent is his work on architectural support for software-based protection. This patent describes an instruction set architecture (ISA) extension that enhances control-flow integrity (CFI) and XFI memory protection. By replacing CFI guard code with single instructions, Budiu's ISA support increases the efficiency and simplicity of enforcement, allowing for more precise static control-flow graph encodings than previous software implementations.
Career Highlights
Mihai-Dan Budiu is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate and develop new technologies. His expertise in decision tree training and software protection has positioned him as a key figure in the tech industry.
Collaborations
Budiu has collaborated with notable colleagues, including Martin Abadi and Ulfar Erlingsson. Their combined efforts have contributed to advancements in their respective fields.
Conclusion
Mihai-Dan Budiu's contributions to technology through his patents and work at Microsoft Technology Licensing, LLC highlight his role as an influential inventor. His innovative approaches to decision tree training and software protection continue to shape the future of technology.