SOFTWARE TESTING ANALYSIS AND CONTROL

Patent №

US 9,268,663

Granted

2016-02-23

Filed 2012

Owner

AMAZON TECHNOLOGIES, INC.

AI components

3

ml · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13445482

This disclosure is directed in part to testing of different versions of software or software components (software versions) and analyzing results of use (e.g., user interaction) of the different software versions. The techniques described herein provide software testing that varies the allocation to enable a ramp up of allocations to/from another software version. The allocation module may use allocation rules to assign requests to each software version based on various factors such as load balancing, user attributes, past user assignment, and/or other rules or logic. An analysis of the different software versions may include an analysis of system performance resulting from operation of each software version. An analysis may determine attributes of each user and then allocate the user to a software version based on at least some of the determined attributes.

Machine learningKnowledge representationAI hardwareG06F 11/3447G06F 11/3404G06F 11/3457G06F 11/3688G06F 11/3698G06F 11/3409G06F 11/3419

AI classification

AI hardware1.00
Knowledge representation0.97
Machine learning0.92
Planning0.45
Natural language0.01
Vision0.00
Speech0.00
Evolutionary computation0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 283340473

Assignors

SIDDIQUI, MUHAMMAD ALI, YOURTEE, KENDRA A., VANCE, AMOS DYLAN, GONZALEZ, IVAN EDUARDO, KELLER, THOMAS L., COMMONS, PETER V.

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

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