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For the Inventor, By the Inventor

Charlottesville, VA, United States of America

Zachary W Arnold

USPTO Granted Patents = 10 

Average Co-Inventor Count = 3.0

ph-index = 2

Forward Citations = 16(Granted Patents)


Location History:

  • Concord, MA (US) (2020 - 2023)
  • Charlottesville, VA (US) (2021 - 2023)

Company Filing History:

goldMedal10 out of 7,355 
 
Emc IP Holding Company LLC
 patents

Years Active: 2020-2023

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10 patents (USPTO):Explore Patents
1. 11803773 - Machine learning-based anomaly detection using time series decomposition (2023-10-31),
2. 11651249 - Determining similarity between time series using machine learning techniques (2023-05-16),
3. 11436120 - System and method for capacity prediction (2022-09-06),
4. 11372904 - Automatic feature extraction from unstructured log data utilizing term frequency scores (2022-06-28),
5. 11175838 - Automatic identification of resources in contention in storage systems using machine learning techniques (2021-11-16),
6. 11175829 - Automatic identification of workloads contributing to behavioral changes in storage systems using machine learning techniques (2021-11-16),
7. 11062173 - Automatic identification of workloads contributing to system performance degradation using machine learning techniques (2021-07-13),
8. 11023169 - Identifying performance impact events in data storage equipment based on queue depth metrics (2021-06-01),
9. 10949116 - Storage resource capacity prediction utilizing a plurality of time series forecasting models (2021-03-16),
10. 10809936 - Utilizing machine learning to detect events impacting performance of workloads running on storage systems (2020-10-20),

Title: Innovations of Zachary W Arnold

Introduction

Zachary W Arnold is a prominent inventor based in Charlottesville, VA (US). He has made significant contributions to the field of machine learning, particularly in anomaly detection and time series analysis. With a total of 10 patents to his name, Arnold continues to push the boundaries of technology and innovation.

Latest Patents

Arnold's latest patents include groundbreaking methods for machine learning-based anomaly detection using time series decomposition. These methods involve processing historical time series data from multiple systems within an enterprise to identify system anomalies. By generating upper and lower bounds for system metrics, Arnold's techniques prioritize anomalies for user review. Another notable patent focuses on determining similarity between time series using machine learning techniques. This method calculates similarity measurements between a primary time series and multiple candidate time series, generating similarity scores to facilitate automated actions.

Career Highlights

Zachary W Arnold is currently employed at Emc IP Holding Company LLC, where he applies his expertise in machine learning and data analysis. His work has been instrumental in developing innovative solutions that enhance system performance and reliability. Arnold's contributions have positioned him as a key figure in the field of technology and innovation.

Collaborations

Arnold collaborates with talented professionals such as Peter Beale and Bina K Thakkar. Their combined expertise fosters a creative environment that drives innovation and leads to the development of cutting-edge technologies.

Conclusion

Zachary W Arnold is a distinguished inventor whose work in machine learning and anomaly detection has made a significant impact in the technology sector. His innovative patents and collaborations continue to shape the future of data analysis and system optimization.

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