Company Filing History:
Years Active: 2021-2025
Title: Yair Yona: Innovator in Machine Learning and V2X Networks
Introduction
Yair Yona is a prominent inventor based in Cupertino, CA, known for his contributions to the fields of machine learning and vehicle-to-everything (V2X) networks. With a total of seven patents to his name, Yair has made significant strides in developing technologies that enhance computational efficiency and security in modern networks.
Latest Patents
Yair's latest patents include groundbreaking technologies for distributing gradient descent computation in heterogeneous multi-access edge computing (MEC) networks. These systems, apparatuses, methods, and computer-readable media facilitate distributed machine learning (ML) training using heterogeneous compute nodes connected to a master node via wireless links. The individual compute nodes perform ML computations on respective training datasets, while the master node combines the outputs, balancing the computations based on network conditions and operational constraints.
Another notable patent focuses on methods and apparatus for detecting attacks in V2X networks. This invention includes a challenge handler that transmits challenge packets to vehicles, requesting responses to identify potential phantom vehicles associated with attackers. The system enhances the security of V2X communications by instructing vehicles to ignore messages from identified threats.
Career Highlights
Yair Yona is currently employed at Intel Corporation, where he continues to innovate and develop advanced technologies. His work at Intel has positioned him as a key player in the evolution of machine learning and network security.
Collaborations
Yair collaborates with talented individuals such as Shilpa Talwar and Liuyang L Yang, contributing to a dynamic and innovative work environment.
Conclusion
Yair Yona's contributions to machine learning and V2X networks exemplify the impact of innovative thinking in technology. His patents not only advance computational methods but also enhance the security of modern communication systems.