Mark A McCracken

Title: Mark A McCracken: Innovator in Database and Machine Learning Technologies

Introduction

Mark A McCracken is a notable inventor based in Belmont, MA (US). He has made significant contributions to the fields of database management and machine learning, holding a total of 8 patents. His work focuses on improving the efficiency and effectiveness of data processing systems.

Latest Patents

Among his latest patents is a "System and method for partitioning models in a database." This invention discloses systems and methods for partitioning models in a database. In one embodiment, a set of training data is parsed into multiple data partitions based on partition keys. The data partitions are identified by the partition keys and are used for training data mining models. The multiple data partitions are analyzed to generate partition metrics data. Additionally, algorithm data is read, identifying at least one algorithm for processing the multiple data partitions, along with resources data that identifies available modeling resources for processing the multiple data partitions. The processed data generates an organization data structure configured to control distribution and processing of the multiple data partitions across the available modeling resources, resulting in a composite model object that includes a separately trained data mining model for each partition.

Another significant patent is the "Support vector machines processing system." This implementation of SVM functionality improves efficiency, time consumption, and data security. It reduces the parameter tuning challenges presented to inexperienced users and lowers the computational costs of building SVM models. The system comprises data stored in the system, a client application programming interface operable to provide an interface to client software, a build unit operable to build a support vector machine model on a portion of the data stored in the system, and an apply unit operable to apply the support vector machine model using the data stored in the system.

Career Highlights

Mark A McCracken is currently employed at Oracle International Corporation, where he continues to innovate and develop advanced technologies in his field. His work has had a profound impact on the efficiency of data processing and machine learning applications.

Collaborations

Some of his notable coworkers include Marcos M Campos and Boriana L Milenova, who contribute to the collaborative environment at Oracle International Corporation.

Conclusion

Mark A McCracken is a distinguished inventor whose work in database management and machine learning has led to significant advancements in technology. His patents reflect a commitment to improving data processing systems