Antony Stephen Higginson

Title: Innovations of Antony Stephen Higginson

Introduction

Antony Stephen Higginson is a notable inventor based in Cheshire, GB. He has made significant contributions to the field of computational workload forecasting, holding a total of 10 patents. His work focuses on enhancing the efficiency and accuracy of predicting anomalies in computing systems.

Latest Patents

One of his latest patents is titled "Anomaly detection using forecasting computational workloads." This patent discloses techniques for predicting anomalies in forecasted time-series data. The system predicts whether a monitored computing system will experience anomalies by comparing forecasted values associated with its components to threshold values. It utilizes time-series machine learning models to forecast workloads of computing resources, training and testing multiple versions of a model to select the most accurate one for generating forecasts. Based on detected anomalies, the system generates recommendations for remediation.

Another significant patent is "Multi-layer forecasting of computational workloads." This patent describes a system that identifies the level of granularity associated with a request to forecast a computational workload for a specific entity. The system obtains attribute data of computational resources at the specified granularity and determines whether additional resources should be included in the forecast. It applies a time-series forecast model to the data and presents one or more workload forecasts associated with the request.

Career Highlights

Antony currently works at Oracle International Corporation, where he continues to innovate in the field of computational forecasting. His expertise in machine learning and time-series analysis has positioned him as a leader in developing advanced forecasting systems.

Collaborations

Some of his notable coworkers include John Masterson and Sean Fitzpatrick, who contribute to the collaborative environment at Oracle.

Conclusion

Antony Stephen Higginson's work in computational workload forecasting has led to significant advancements in anomaly detection and forecasting techniques. His contributions are shaping the future of computing systems and enhancing their reliability.