USER BEHAVIOR-BASED DYNAMIC RESOURCE CAPACITY ADJUSTMENT

Patent №

US 10,678,596

Granted

2020-06-09

Filed 2017

Owner

ALIBABA GROUP HOLDING LIMITED

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15441139

The present disclosure describes acquiring characteristic behavior data of a user in real time, and at a detection triggering moment, matching the characteristic behavior data with a behavior pattern baseline obtained through offline calculation, thus predicting a peak or a trough of resource use. In this way, a resource specification to be used by the user is dynamically adjusted in advance according to a behavior pattern of the user, to meet a resource use demand of the user, and avoid that the user is in shortage of resources in the peak time or wastes resources in the trough time, thus achieving better predictability.

Machine learningKnowledge representationPlanningAI hardwareG06F 9/5027G06F 9/5083H04L 47/83G06F 21/316G06F 2209/5019H04W 72/535

AI classification

Planning1.00
Knowledge representation1.00
Machine learning0.97
AI hardware0.89
Speech0.00
Natural language0.00
Vision0.00
Evolutionary computation0.00

Ownership

ALIBABA GROUP HOLDING LIMITED

assignment · 429210540

Assignors

XIE, YU, FENG, XIAOJIE

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

From the same owner

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