This inventor holds 5 USPTO granted patents and 3 published patent applications. Top assignee: Ca, Inc.. Active years: 2019-2021.
Location History:
- Barcelona, ES (2019)
- San Jose, CA (US) (2020 - 2021)
Company Filing History:
Years Active: 2019-2021
Title: Smrati Gupta: Innovator in Anomaly Detection Technologies
Introduction
Smrati Gupta is a prominent inventor based in San Jose, CA (US). She has made significant contributions to the field of anomaly detection, holding a total of 5 patents. Her innovative work focuses on enhancing the reliability and efficiency of detecting anomalies in distributed applications.
Latest Patents
One of her latest patents is titled "Multivariate clustering-based anomaly detection." This invention describes a multivariate clustering-based anomaly detector that generates events for an Application Performance Management (APM) manager. The detector utilizes multivariate clustering analysis after performing topology-based feature selection. It accumulates time-series data to form a multivariate data slice and determines if this slice is within a known anomaly cluster. If so, it generates an anomaly detection event. Additionally, the detector can identify unknown anomalies by recognizing multivariate data slices within unknown clusters.
Another significant patent is "Topology-based feature selection for anomaly detection." This invention allows the anomaly detector to intelligently select metric instances from a distributed application to detect anomalies. By focusing on execution paths of transactions, the detector efficiently scans incoming time-series data and identifies patterns correlated with anomalous behavior.
Career Highlights
Smrati Gupta is currently employed at CA, Inc., where she continues to develop innovative solutions in the field of anomaly detection. Her work has been instrumental in advancing the capabilities of distributed applications.
Collaborations
Some of her notable coworkers include Erhan Giral and Victor Muntés-Mulero, with whom she collaborates on various projects related to anomaly detection technologies.
Conclusion
Smrati Gupta is a trailblazer in the field of anomaly detection, with a strong portfolio of patents that reflect her innovative spirit and technical expertise. Her contributions are shaping the future of technology in distributed applications.