Patents
US 12730685 B1: Method and system for managing resource utilization based on reinforcement learning
- Granted
- 2026-09-08
- Filed
- 2022-11-22 application 17992134
- Type
- Utility · 20 claims
- Elsewhere
- Google Patents ↗ · USPTO patent document ↗ · USPTO Patent Center record ↗
Abstract
The present teaching relates to managing computing resources. In one example, information about resource utilization on a computing node is received from the computing node. Available resource on the computing node is determined based on the information. A model generated in accordance with reinforcement learning based on simulated training data is obtained. An adjusted available resource is generated based on the available resource and the model with respect to the computing node. The adjusted available resource is sent to a scheduler for scheduling one or more jobs to be executed on the computing node based on the adjusted available resource.
Source: PTBLXML, file of 2026-09-08 (ipgb20260908.xml).
Assignees
| Assignee | Type | Place | Also on furp.org | Source |
|---|---|---|---|---|
| YAHOO ASSETS LLC 366 patents | US company or organization | New York, NY | PTBLXML, file of 2026-09-08 |
Inventors
| Inventor | Place | Patents | Person page | Source |
|---|---|---|---|---|
| Peter Cnudde | Los Altos, CA | 9 | PTBLXML, file of 2026-09-08 | |
| Jason Lowe | Urbana, IL | 3 | PTBLXML, file of 2026-09-08 | |
| Nathaniel Roberts | Ogden, IL | PTBLXML, file of 2026-09-08 |
CPC categories
| Subclass | Category | First group | Source |
|---|---|---|---|
| G06F | Electric digital data processing | G06F9/5083 | PTBLXML, file of 2026-09-08 |
| G06N | Computing arrangements based on specific computational models | G06N20/00 | PTBLXML, file of 2026-09-08 |
| H04L | Transmission of digital information, e.g. telegraphic communication | H04L67/10 | PTBLXML, file of 2026-09-08 |
Cooperative Patent Classification, as currently assigned (one row per subclass).
Assignments and security interests
| Recorded | What | From | To | Reel/frame | Source |
|---|---|---|---|---|---|
| 2026-05-19 | Security interest Security interest Patent security agreement (first lien) | YAHOO ASSETS LLC signed 2026-05-15 | ROYAL BANK OF CANADA, AS COLLATERAL AGENT TORONTO | 75625/129 | PASDL, file of 2026-10-15 |
| 2022-11-22 | Assignment Assignment of assignor's interest | OATH INC. signed 2020-10-05 | VERIZON MEDIA INC. NEW YORK, NY | 61986/485 | PASDL, file of 2026-09-11 |
| 2022-11-22 | Assignment Assignment of assignor's interest | YAHOO AD TECH LLC (FORMERLY VERIZON MEDIA INC.) signed 2021-11-17 | YAHOO ASSETS LLC DULLES, VA | 61986/414 | PASDL, file of 2026-09-11 |
| 2022-11-22 | Assignment Assignment of assignor's interest | YAHOO HOLDINGS, INC. signed 2017-12-31 | OATH INC. NEW YORK, NY | 61986/1 | PASDL, file of 2026-09-11 |
| 2022-11-22 | Assignment Assignment of assignor's interest | YAHOO! INC. signed 2017-06-13 | YAHOO HOLDINGS, INC. SUNNYVALE, CA | 61985/385 | PASDL, file of 2026-09-11 |
| 2022-11-22 | Assignment Assignment of assignor's interest | CNUDDE, PETER signed 2017-01-26 LOWE, JASON signed 2017-01-25 ROBERTS, NATHANIEL signed 2017-01-25 | YAHOO! INC. SUNNYVALE, CA | 61853/504 | PASDL, file of 2026-09-11 |
Documents recorded with the USPTO Assignment Recordation Branch that list this patent. A security interest is a lender’s claim on the patent as collateral; a release ends it.
USPTO bulk data: PatentsView granted patents, disambiguated (PVGPATDIS) for patents, assignees, inventors, places and CPC categories; the USPTO Patent Assignment Dataset (ECORSEXC) for assignments and security interests. Patents filed in the last 20 years. No claims or full text. Links to other records are by name (and state): EXACT means the identical full name and state; FUZZY means a looser name match, with the confidence shown.