Location History:
- Daejeon, KR (2009 - 2023)
- Seoul, KR (2020 - 2024)
Company Filing History:
Years Active: 2009-2025
Title: Seung Hyun Yoon: Innovator in Federated Learning and Cache Management
Introduction
Seung Hyun Yoon is a prominent inventor based in Daejeon, South Korea. He has made significant contributions to the fields of federated learning and cache management, holding a total of 18 patents. His innovative work has the potential to impact various technological applications.
Latest Patents
One of his latest patents is titled "Federated learning device interworking with mobile core system and method thereof." This invention relates to a method for federated learning that interacts with a mobile core system. The method includes querying terminal information from multiple terminals, assessing network performance, selecting participating terminals based on this information, and integrating parameters after local learning.
Another notable patent is the "Method and apparatus for TTL-based cache management using reinforcement learning." This invention provides a method for managing a cache that stores content by determining the popularity of the content based on requests received during a specific time slot. It involves transmitting popularity information to a time-to-live (TTL) controller and managing content based on the TTL values assigned to each popularity level.
Career Highlights
Seung Hyun Yoon has worked with reputable organizations, including the Electronics and Telecommunications Research Institute and LG Life Sciences Limited. His experience in these institutions has allowed him to develop and refine his innovative ideas.
Collaborations
Throughout his career, Yoon has
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.