Company Filing History:
Years Active: 1999-2002
Title: Innovations by Anthony Passera
Introduction
Anthony Passera is a notable inventor based in Watertown, MA (US). He has made significant contributions to the field of computer systems and data processing. With a total of 4 patents to his name, Passera's work focuses on enhancing the efficiency of data partitioning and analytical model training.
Latest Patents
One of Passera's latest patents is a "Computer system and computerized method for partitioning data for parallel processing." This innovative system allows for the splitting of a data space to partition data between processors or processes. The data space can be divided into sub-regions using a decision tree, which may include neural networks in its non-terminal nodes. This approach enables the training of non-terminal and leaf node networks on separate processors, optimizing the classification and estimation of parameter values from large databases.
Another significant patent is the "Computer system and process for training of analytical models using large data sets." This invention addresses the challenge of sparse conditions in databases that may not be represented in training data sets. By utilizing a series of samples or "windows," the system selects portions of the large data set for training. This method allows for the retention of training effects from previous data sets, enhancing the model's performance.
Career Highlights
Anthony Passera is currently employed at Torrent Systems, Inc., where he continues to innovate in the field of data processing and analytical modeling. His work has had a profound impact on how data is managed and utilized in various applications.
Collaborations
Passera has collaborated with notable colleagues, including John R Thorp and Michael James Beckerle. Their combined expertise has contributed to the advancement of technologies in their respective fields.
Conclusion
Anthony Passera's contributions to computer systems and data processing are noteworthy. His innovative patents reflect a deep understanding of complex data management challenges. Through his work at Torrent Systems, Inc., he continues to push the boundaries of technology and improve analytical processes.