END TO END VALIDATION OF DATA TRANSFORMATION ACCURACY

Patent №

US 10,037,366

Granted

2018-07-31

Filed 2014

Owner

MICROSOFT CORPORATION

AI components

2

planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14175871

Data is validated as it travels through the different nodes of a data pipeline. Instead of having to wait to validate the data when the data reaches an end of the data pipeline, each node in the pipeline may validate the data. Different methods may be used to validate the data. For example, each node may determine metadata about the received data and/or the transformed data. This metadata may be used to determine if the node is receiving the same amount of data as it usually receives, whether the data is in a same format, and the like. A timing of the data through one or more of the nodes may also be used in determining when the data is valid. When a problem is detected at any of the nodes in the pipeline, a report may be sent to one or more users.

PlanningAI hardwareG06F 16/25G06F 16/2365G06F 21/64H04L 67/561

AI classification

AI hardware1.00
Planning0.99
Knowledge representation0.15
Natural language0.03
Evolutionary computation0.02
Vision0.00
Machine learning0.00
Speech0.00

Ownership

MICROSOFT CORPORATION

assignment · 321760145

Assignors

SADOVSKY, ART, LALKAKA, RUSTAM, KIM, JUNGRAK, DESCHAMPS, FELIX

On an employer assignment, the assignors are typically the inventors.

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