Dongyan Zhou

Title: Dongyan Zhou: Innovator in Data Processing Technologies

Introduction

Dongyan Zhou is a prominent inventor based in Shenzhen, China. He has made significant contributions to the field of data processing, holding a total of 2 patents. His work focuses on innovative methods and apparatuses that enhance the efficiency of data processing tasks.

Latest Patents

Dongyan Zhou's latest patents include a data processing method and apparatus, as well as an electronic device and storage medium. One of his notable inventions involves a data processing method that utilizes a training sample set comprising various graph computing task training samples. In this method, he extracts performance indicator features from these samples, which include graph data features, graph processing platform features, graph algorithm features, and machine hardware features. A target performance prediction model is then generated based on the relationship between actual execution times and the extracted features. This model allows for the prediction of execution times for new graph computing tasks based on their performance indicators.

Another significant patent involves a data processing method for generating a random walk sequence. In this method, Zhou determines a historical walk vertex adjacent to a target walk vertex and calculates edge transition probabilities to identify potential next vertices. This innovative approach enables the generation of a random walk sequence based on specific thresholds for walk steps.

Career Highlights

Dongyan Zhou has worked with notable companies, including Tencent Technology (Shenzhen) Company Limited and Tencent Technology Company Limited. His experience in these organizations has allowed him to develop and refine his expertise in data processing technologies.

Collaborations

Some of his coworkers include Shijie Sun and Songjie Niu, with whom he has collaborated on various projects in the field of data processing.

Conclusion

Dongyan Zhou's contributions to data processing technologies through his innovative patents highlight his role as a leading inventor in this field. His work continues to influence advancements in data processing methods and applications.