Company Filing History:
Years Active: 2025
Title: Ashok Kolachina: Innovator in Machine Learning for Internet Performance Monitoring
Introduction
Ashok Kolachina is a prominent inventor based in Milpitas, CA (US). He has made significant contributions to the field of machine learning, particularly in the area of internet outage detection. His innovative work aims to enhance the quality of digital experiences for users across various platforms.
Latest Patents
Ashok Kolachina holds a patent for "Advanced machine learning techniques for internet outage detection." This patent presents systems and methods that provide a user performance monitoring solution. It enables the monitoring of application and device performance from the end user's perspective. The systems help Information Technology (IT) personnel ensure the quality of digital experiences across enterprises. The technology collects telemetry data from devices regarding the performance of all tiers of Internet Service Providers (ISPs). It creates a baseline of ISP performance based on multiple metrics and the collected telemetry data. Furthermore, it trains a Machine Learning (ML) model to assess blackout and brownout prediction accuracy at different performance values for the metrics. The system identifies a blackout or brownout when real-time performance is worse than the performance values identified by the model.
Career Highlights
Ashok Kolachina is currently employed at Zscaler, Inc., where he continues to develop innovative solutions in the field of internet performance monitoring. His work is instrumental in improving the reliability and efficiency of digital services.
Collaborations
Some of his notable coworkers include Prasannakumar Jobigenahally Malleshaiah and Alexander Frazier. Their collaborative efforts contribute to the advancement of technology in their field.
Conclusion
Ashok Kolachina's contributions to machine learning and internet performance monitoring are noteworthy. His patent reflects a commitment to enhancing user experiences in the digital realm. His work at Zscaler, Inc. continues to influence the industry positively.