Company Filing History:
Years Active: 2011-2024
Title: Frank Joseph Eaton: Innovator in Dynamic Programming and Data Analytics
Introduction
Frank Joseph Eaton is a notable inventor based in Austin, TX (US), recognized for his contributions to the fields of dynamic programming and data analytics. With a total of 4 patents, Eaton has developed innovative techniques that enhance computational efficiency and processing capabilities.
Latest Patents
Eaton's latest patents include methods for implementing specialized instructions aimed at accelerating dynamic programming algorithms. These methods introduce various techniques, such as a fused addition and comparison instruction, a three-operand comparison instruction, and a two-operand comparison instruction. These innovations are particularly effective in optimizing algorithms like the Needleman-Wunsch algorithm, which determines an optimized global alignment of subsequences over two entire sequences. Additionally, his patents address the Floyd-Warshall algorithm, utilizing the fused addition and comparison instruction to minimize the number of instructions needed to find the shortest paths between pairs of vertices in a graph. Another significant contribution is a two-way single instruction multiple data (SIMD) floating point variant of the three-operand comparison instruction, which reduces the instruction count required to determine the median of an array of floating point values.
Eaton has also developed systems and methods for graphics processing unit (GPU) systems that perform data analytics operations in data science. These systems are designed to efficiently handle processing-intensive operations involving large volumes of data, thereby accelerating processing times. In one embodiment, the system comprises a GPU with multiple cores, each performing data analytics operations on allocated portions of a dataset, utilizing memory solely for data storage.
Career Highlights
Throughout his career, Eaton has worked with prominent companies, including Nvidia Corporation and Object Reservoir, Inc. His experience in these organizations has allowed him to refine his skills and contribute to significant advancements in technology.
Collaborations
Eaton has collaborated with talented individuals such as Joshua Patterson and Leeann Chau Tuyet Dang, further enhancing his innovative work in the field.
Conclusion
Frank Joseph Eaton's contributions to dynamic programming and data analytics exemplify his commitment to innovation and efficiency in technology. His patents reflect a deep understanding of computational processes and a drive to improve them, making him a significant figure in his field.