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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.

Patent No.:

US 12455778 B1

PDFFull Text
Date of Patent:
Oct. 28, 2025

Filed:

Oct. 04, 2018

Systems and methods for data stream simulation

Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Mark Watson, Urbana, IL (US);

Anh Truong, Champaign, IL (US);

Fardin Abdi Taghi Abad, Champaign, IL (US);

Jeremy Goodsitt, Champaign, IL (US);

Austin Walters, Savoy, IL (US);

Michael Walters, Brooklyn, NY (US);

Noriaki Tatsumi, Silver Spring, MD (US);

Kate Key, Effingham, IL (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:

Foley & Lardner LLP

Primary Examiner:

Ben M Rifkin

Int. Cl.
CPC ...
G06N 3/094 (2023.01); G06F 8/71 (2018.01); G06F 9/54 (2006.01); G06F 11/3604 (2025.01); G06F 11/362 (2025.01); G06F 16/22 (2019.01); G06F 16/242 (2019.01); G06F 16/2455 (2019.01); G06F 16/248 (2019.01); G06F 16/25 (2019.01); G06F 16/28 (2019.01); G06F 16/335 (2019.01); G06F 16/903 (2019.01); G06F 16/9032 (2019.01); G06F 16/9038 (2019.01); G06F 16/906 (2019.01); G06F 16/93 (2019.01); G06F 17/15 (2006.01); G06F 17/16 (2006.01); G06F 17/18 (2006.01); G06F 18/20 (2023.01); G06F 18/21 (2023.01); G06F 18/2115 (2023.01); G06F 18/213 (2023.01); G06F 18/214 (2023.01); G06F 18/22 (2023.01); G06F 18/23 (2023.01); G06F 18/24 (2023.01); G06F 18/2411 (2023.01); G06F 18/2415 (2023.01); G06F 18/40 (2023.01); G06F 21/55 (2013.01); G06F 21/60 (2013.01); G06F 21/62 (2013.01); G06F 30/20 (2020.01); G06F 40/117 (2020.01); G06F 40/166 (2020.01); G06F 40/20 (2020.01); G06N 3/04 (2023.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/06 (2006.01); G06N 3/08 (2023.01); G06N 3/088 (2023.01); G06N 5/00 (2023.01); G06N 5/02 (2023.01); G06N 5/04 (2023.01); G06N 7/00 (2023.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06Q 10/04 (2023.01); G06T 7/194 (2017.01); G06T 7/246 (2017.01); G06T 7/254 (2017.01); G06T 11/00 (2006.01); G06V 10/70 (2022.01); G06V 10/98 (2022.01); G06V 30/194 (2022.01); G06V 30/196 (2022.01); H04L 9/40 (2022.01); H04L 67/00 (2022.01); H04L 67/306 (2022.01); H04N 21/234 (2011.01); H04N 21/81 (2011.01);
U.S. Cl.
CPC ...
G06F 9/541 (2013.01); G06F 8/71 (2013.01); G06F 9/54 (2013.01); G06F 9/547 (2013.01); G06F 11/3608 (2013.01); G06F 11/3628 (2013.01); G06F 11/3636 (2013.01); G06F 16/2237 (2019.01); G06F 16/2264 (2019.01); G06F 16/2423 (2019.01); G06F 16/24568 (2019.01); G06F 16/248 (2019.01); G06F 16/254 (2019.01); G06F 16/258 (2019.01); G06F 16/283 (2019.01); G06F 16/285 (2019.01); G06F 16/288 (2019.01); G06F 16/335 (2019.01); G06F 16/90332 (2019.01); G06F 16/90335 (2019.01); G06F 16/9038 (2019.01); G06F 16/906 (2019.01); G06F 16/93 (2019.01); G06F 17/15 (2013.01); G06F 17/16 (2013.01); G06F 17/18 (2013.01); G06F 18/2115 (2023.01); G06F 18/213 (2023.01); G06F 18/214 (2023.01); G06F 18/2148 (2023.01); G06F 18/217 (2023.01); G06F 18/2193 (2023.01); G06F 18/22 (2023.01); G06F 18/23 (2023.01); G06F 18/24 (2023.01); G06F 18/2411 (2023.01); G06F 18/2415 (2023.01); G06F 18/285 (2023.01); G06F 18/40 (2023.01); G06F 21/552 (2013.01); G06F 21/60 (2013.01); G06F 21/6245 (2013.01); G06F 21/6254 (2013.01); G06F 30/20 (2020.01); G06F 40/117 (2020.01); G06F 40/166 (2020.01); G06F 40/20 (2020.01); G06N 3/04 (2013.01); G06N 3/044 (2023.01); G06N 3/045 (2023.01); G06N 3/06 (2013.01); G06N 3/08 (2013.01); G06N 3/088 (2013.01); G06N 3/094 (2023.01); G06N 5/00 (2013.01); G06N 5/02 (2013.01); G06N 5/04 (2013.01); G06N 7/00 (2013.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06Q 10/04 (2013.01); G06T 7/194 (2017.01); G06T 7/246 (2017.01); G06T 7/248 (2017.01); G06T 7/254 (2017.01); G06T 11/001 (2013.01); G06V 10/768 (2022.01); G06V 10/993 (2022.01); G06V 30/194 (2022.01); G06V 30/1985 (2022.01); H04L 63/1416 (2013.01); H04L 63/1491 (2013.01); H04L 67/306 (2013.01); H04L 67/34 (2013.01); H04N 21/23412 (2013.01); H04N 21/8153 (2013.01); G06T 2207/10016 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

A cloud computing system can be configured to generate a synthetic data stream that tracks a reference data stream. A model optimizer of the cloud computing system can receive, from an interface of the cloud computing system, a synthetic data stream request indicating a reference data stream. A dataset generator of the cloud computing system can generate a synthetic data stream that tracks the reference data stream by repeatedly swapping data models of the reference data stream. One such repeat can include retrieving, by the dataset generator from a model storage, a current data model of the reference data stream and generating a new data model of the reference data stream. The model optimizer can store the new data model in the model storage. The dataset generator can generate a synthetic data stream using the current data model of the reference data stream.

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