Michal Piotr Prussak

Title: Michal Piotr Prussak: Innovator in Time Series Analysis

Introduction

Michal Piotr Prussak is a notable inventor based in Kirkland, WA (US). He has made significant contributions to the field of time series analysis, particularly in identifying root cause anomalies. His innovative approach utilizes advanced techniques to enhance the accuracy and efficiency of root cause analysis.

Latest Patents

Prussak holds a patent for his invention titled "Identifying root cause anomalies in time series." This patent describes techniques for identifying root cause anomalies by leveraging information obtained from a graph neural network (GNN). The process involves constructing a dependency graph with nodes representing each time series and directed edges indicating dependencies between them. By removing nodes and edges that do not contain anomalies, the method creates sub-graphs, allowing for a more focused root cause analysis. This innovative approach aids in identifying root cause anomalies and sequences of anomalies within multiple time series.

Career Highlights

Currently, Michal Piotr Prussak is employed at Oracle International Corporation, where he continues to develop and refine his innovative techniques. His work at Oracle has positioned him as a key player in the field of data analysis and anomaly detection.

Collaborations

Prussak collaborates with talented professionals such as Shwan Ashrafi and Hariharan Balasubramanian. Their combined expertise contributes to the advancement of technologies in time series analysis and root cause identification.

Conclusion

In summary, Michal Piotr Prussak is a distinguished inventor whose work in identifying root cause anomalies in time series has the potential to transform data analysis practices. His contributions at Oracle International Corporation and his innovative patent reflect his commitment to advancing technology in this critical area.