Patents
US 12769950 B1: Microservice semantic determination by a model
- Granted
- 2026-10-20
- Filed
- 2024-03-29 application 18622586
- Type
- Utility · 20 claims
- Elsewhere
- Google Patents ↗ · USPTO patent document ↗ · USPTO Patent Center record ↗
Abstract
Techniques for automatically determining semantic information for portions of data using a large language model (LLM) and a machine learning model are discussed herein. For example, the LLM can receive initial input data representing a data string, byte slice, or computer-readable instructions, and output descriptions for different portions of the input data. The machine learning model can receive at least some of the descriptions output by the LLM, and determine one or more clusters of different portions. Each cluster can represent a business domain category, or microservice, for decomposing or otherwise modifying the initial input data. The techniques can include determining descriptions for each of the clusters to convey which microservices may be used in a microservice architecture. The techniques can include determining semantic meanings for microservices usable for application decomposition.
Source: PTBLXML, file of 2026-10-20 (ipgb20261020.xml).
Assignees
| Assignee | Type | Place | Also on furp.org | Source |
|---|---|---|---|---|
| AMAZON TECHNOLOGIES, INC. 23,285 patents | US company or organization | Seattle, WA | AMAZON TECHNOLOGIES INC. State business registration EXACT high confidence: identical full name and state | PTBLXML, file of 2026-10-20 |
Inventors
| Inventor | Place | Patents | Person page | Source |
|---|---|---|---|---|
| Jiangtao Zhang | Pleasanton, CA | 42 | PTBLXML, file of 2026-10-20 | |
| Ramu Panayappan | Sunnyvale, CA | 10 | PTBLXML, file of 2026-10-20 |
CPC categories
| Subclass | Category | First group | Source |
|---|---|---|---|
| G06F | Electric digital data processing | G06F40/30 | PTBLXML, file of 2026-10-20 |
Cooperative Patent Classification, as currently assigned (one row per subclass).
Assignments and security interests
| Recorded | What | From | To | Reel/frame | Source |
|---|---|---|---|---|---|
| 2024-05-29 | Assignment Assignment of assignor's interest | ZHANG, JIANGTAO signed 2024-03-28 PANAYAPPAN, RAMU signed 2024-03-28 | AMAZON TECHNOLOGIES, INC. SEATTLE, WA | 67551/519 | PASDL, file of 2026-10-23 |
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.