Jianwang Ao

Title: The Innovative Mind of Jianwang Ao

Introduction

Jianwang Ao, a distinguished inventor based in Beijing, China, has made significant contributions to the fields of data processing and representation. With a total of five patents to his name, Ao has demonstrated a remarkable ability to innovate and solve complex problems in a digital age that increasingly relies on big data.

Latest Patents

Among his recent patents, two stand out for their ingenuity:

1. **Policy Based Over Sampling with Replacement** - This invention provides a method, article of manufacture, and apparatus for process data. It involves receiving a desired sample size from a user, augmenting that size based on a specific policy, and determining the number of samples to extract from a database segment. The process culminates in the generation of a sub-dataset that includes only identifiers, which is subsequently joined with the original dataset and stored in a storage device.

2. **Decision Tree Representation for Big Data** - This patent introduces a method, system, and process that allow for the representation of decision trees in a tabular format. This format possesses all necessary information to traverse the nodes in parallel on a distributed system while minimizing resource consumption. The decision tree can even be stored in a relational database as a table, optimizing data management.

Career Highlights

Currently, Jianwang Ao is employed at EMC Corporation, where he leverages his innovative mindset to further advance technological capabilities in data management. His career has been marked by a commitment to enhancing the functionality and efficiency of data processing systems.

Collaborations

Throughout his career, Ao has collaborated with noteworthy colleagues such as Yi Yang Ren and Guangxin Yang. Together, they have explored avenues to transform complex data into manageable formats, pushing the boundaries of what's possible in data analytics.

Conclusion

Jianwang Ao exemplifies the spirit of innovation. His patents reflect a deep understanding of data processes and the challenges faced in the digital space. With his ongoing endeavors at EMC Corporation, Ao continues to be a pivotal force in the advancement of data science and technology.