Company Filing History:
Years Active: 2021-2025
Title: Homin Lee: Innovator in Data Management Technologies
Introduction
Homin Lee is a prominent inventor based in Jersey City, NJ (US), known for his contributions to data management technologies. With a total of six patents to his name, Lee has made significant advancements in the field, particularly in hashing techniques and data set evaluation.
Latest Patents
One of Homin Lee's latest patents is titled "Consistent hashing with sequential indexing." This technology provides a consistent hashing approach that can be utilized with various types of hash functions. The method, known as flip hashing, allows for dynamic adjustment of a hash table while maintaining balance and monotonicity requirements. Flip hashing is especially beneficial for database and load rebalancing applications due to its low computational cost and ease of implementation. As computing resources are added to a system, keys are evenly remapped across the newly added resources, which helps minimize hotspot issues. The computational cost for the flip hash approach remains effectively constant, regardless of the number of resources, ensuring fast response times to queries and preventing overload on routing servers.
Another notable patent by Lee is "Sampling space-saving set sketches." This technology focuses on sampling space-saving set sketches, which are essential for tracking and evaluating information associated with large data sets. These data sets may include numerous distributed data streams or other sources, such as Internet traffic. Each set has corresponding labels and distinct items. The approach involves querying each distributed data set to determine if a given label is present in the corresponding sketch. If the label is found, the distinct item associated with that label is inserted into the sketch. If not, the method may add the label to a sketch or insert the distinct item based on specific criteria, provided the number of labels in the sketch is below a defined size.
Career Highlights
Homin Lee is currently employed at Datadog, Inc., where he continues to innovate and develop cutting-edge technologies in data management. His work has significantly impacted the efficiency and effectiveness of data processing systems.
Collaborations
Lee collaborates with talented individuals such as Charles-Philippe Masson and Jee Eun Rim, contributing to a dynamic and innovative work environment.
Conclusion
Homin Lee's contributions to data management technologies through his patents demonstrate his expertise and commitment to innovation. His work continues to influence the field, paving the way for more efficient data processing solutions.
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