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For the Inventor, By the Inventor

Acton, MA, United States of America

Peter Beale

USPTO Granted Patents = 12 

Average Co-Inventor Count = 3.4

ph-index = 2

Forward Citations = 12(Granted Patents)


Company Filing History:

goldMedal11 out of 7,355 
 
Emc IP Holding Company LLC
 patents
silverMedal1 out of 12,950 
 
Dell Products Inc.
 patents

Years Active: 2018-2025

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12 patents (USPTO):Explore Patents
1. 12393747 - Performance impact detection using queuing curve analysis (2025-08-19),
2. 11803773 - Machine learning-based anomaly detection using time series decomposition (2023-10-31),
3. 11651249 - Determining similarity between time series using machine learning techniques (2023-05-16),
4. 11513982 - Techniques for recommending configuration changes using a decision tree (2022-11-29),
5. 11372904 - Automatic feature extraction from unstructured log data utilizing term frequency scores (2022-06-28),
6. 11316761 - Automated stateful counter aggregation of device data (2022-04-26),
7. 11175838 - Automatic identification of resources in contention in storage systems using machine learning techniques (2021-11-16),
8. 11175829 - Automatic identification of workloads contributing to behavioral changes in storage systems using machine learning techniques (2021-11-16),
9. 11062173 - Automatic identification of workloads contributing to system performance degradation using machine learning techniques (2021-07-13),
10. 11023169 - Identifying performance impact events in data storage equipment based on queue depth metrics (2021-06-01),
11. 10949116 - Storage resource capacity prediction utilizing a plurality of time series forecasting models (2021-03-16),
12. 10120790 - Automated analysis system and method (2018-11-06),

Title: Innovations and Contributions of Inventor Peter Beale

Introduction

Peter Beale is a notable inventor based in Acton, MA (US), recognized for his significant contributions to technology and innovation. With a total of 12 patents to his name, Beale has made strides in performance detection and machine learning applications.

Latest Patents

One of his latest patents is titled "Performance impact detection using queuing curve analysis." This invention involves an apparatus that utilizes a processing device to obtain performance data for various workloads. It selects a subset of this data to generate a model that characterizes expected performance by analyzing the selected data. The device can identify performance-impacting events and modify resource provisioning accordingly.

Another significant patent is "Machine learning-based anomaly detection using time series decomposition." This method employs machine learning techniques to process historical time series data from multiple systems within an enterprise. It generates upper and lower bounds for system metrics, identifies anomalies, prioritizes them, and outputs the results to users within the enterprise.

Career Highlights

Peter Beale has worked with prominent companies such as EMC IP Holding Company LLC and Dell Products Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to advancements in technology.

Collaborations

Throughout his career, Beale has collaborated with talented individuals, including Zachary W. Arnold and Fatemeh Azmandian. These partnerships have fostered a creative environment that has led to the development of groundbreaking technologies.

Conclusion

Peter Beale's work exemplifies the spirit of innovation and the impact of technology on performance detection and machine learning. His contributions continue to influence the field and inspire future advancements.

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