Xiang Zhou

Title: Innovations by Inventor Xiang Zhou

Introduction

Xiang Zhou is a notable inventor based in Cupertino, California, recognized for his contributions to the field of information technology. With a total of four patents to his name, Zhou has made significant advancements in IT service monitoring and data processing.

Latest Patents

One of his latest patents is titled "IT service monitoring by ingested machine data with KPI prediction and impactor determination." This innovative service monitoring system transforms machine data from an IT environment into meaningful key performance indicators (KPIs). Each KPI represents a measure of a service implemented by the environment on an ongoing basis. The system determines an overall health score for the service based on these KPIs and predicts future health scores. Additionally, it generates KPI impact scores that reflect the degree to which each KPI can influence the actual future health score. This allows for the production of an impactor list that identifies priority targets for interventive processing.

Another significant patent is "Grouping events into episodes using a streaming data processor." This patent describes systems and methods for using a streaming data processor to group notable events from a computing system into episodes of related events. This grouping facilitates root cause analysis of incidents within the computing system. The streaming data processor ingests a data stream of notable events and applies a clustering algorithm to group these events into episodes. When certain action rules are satisfied, the processor can take appropriate actions, such as transmitting alerts or altering the operation of the computing system.

Career Highlights

Xiang Zhou has worked with prominent companies such as Splunk Inc. and Apple Inc., where he has applied his expertise in data processing and IT service monitoring. His work has significantly impacted the efficiency and effectiveness of IT operations.

Collaborations

Zhou has collaborated with talented individuals in the field, including Arvind Swaminathan and Ramkumar Chandrasekharan. These collaborations have contributed to the development of innovative solutions in technology.

Conclusion

Xiang Zhou's contributions to the field of information technology through his patents and career achievements highlight his role as a leading inventor. His work continues to influence the industry and drive advancements in IT service monitoring and data processing.