Inventor
ARNOLD ZACHARY W
US9 patents
Patents
9 patentsUS10809936B1Oct 20, 2020
Utilizing machine learning to detect events impacting performance of workloads running on storage systems
EMC IP HOLDING CO LLC22 citations90
US11651249B2May 16, 2023
Determining similarity between time series using machine learning techniques
EMC IP HOLDING CO LLC3 citations70
US11175829B2Nov 16, 2021
Automatic identification of workloads contributing to behavioral changes in storage systems using machine learning techniques
EMC IP HOLDING CO LLC2 citations70
US10949116B2Mar 16, 2021
Storage resource capacity prediction utilizing a plurality of time series forecasting models
EMC IP HOLDING CO LLC3 citations65
US11372904B2Jun 28, 2022
Automatic feature extraction from unstructured log data utilizing term frequency scores
EMC IP HOLDING CO LLC1 citations59
US11803773B2Oct 31, 2023
Machine learning-based anomaly detection using time series decomposition
EMC IP HOLDING CO LLC0 citations50
US11175838B2Nov 16, 2021
Automatic identification of resources in contention in storage systems using machine learning techniques
EMC IP HOLDING CO LLC0 citations49
US11062173B2Jul 13, 2021
Automatic identification of workloads contributing to system performance degradation using machine learning techniques
EMC IP HOLDING CO LLC0 citations49
US11436120B2Sep 6, 2022
System and method for capacity prediction
EMC IP HOLDING CO LLC0 citations47