The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 07, 2026

Filed:

Jun. 30, 2021
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Ranjith Kumar Bodla, Snohomish, WA (US);

Lakshay Kharbanda, Seattle, WA (US);

Sadanand Murthy Sachidananda, Bothell, WA (US);

Ashutosh Gupta, Seattle, WA (US);

Gaurav Rajendra Kataria, Lynnwood, WA (US);

Ketan Vijayvargiya, Seattle, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 15/173 (2006.01); G06F 18/214 (2023.01); H04L 47/70 (2022.01); H04L 47/765 (2022.01); H04L 47/78 (2022.01);
U.S. Cl.
CPC ...
H04L 47/765 (2013.01); G06F 18/214 (2023.01); H04L 47/788 (2013.01); H04L 47/827 (2013.01); H04L 47/828 (2013.01);
Abstract

Computing resources for anomaly detection on time series data using a machine learning model may be dynamically provisioned. An expected workload of anomaly detection on time series data is determined in order to determine a number of computing resources. The number of computing resources are provisioned for anomaly detection and updated when the machine learning model is re-trained.


Find Patent Forward Citations

Bodla, Ranjith. (2026). Dynamically provisioning resources for detecting anomalies in time series data using machine learning models (U.S. Patent No. 12676823). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12676823

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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