Resource Prediction for Cloud Computing

Patent №

US 11,146,497

Granted

2021-10-12

Filed 2016

Owner

TELEFONAKTIEBOLAGET L M ERICSSON (PUBL)

+1 more

Lab

AI components

4

ml · kr · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15101496

The invention relates to a method for predicting an allocation of processing resources provided by a cloud computing module (230) to process a data set based on a predefined processing task. Input parameters are detected, the input parameters containing information about at least the data set to be processed by the cloud computing module and the processing task to be carried out on the data set. A model is selected from a plurality of different models provided in a model database (130), each model providing a relationship between the data set processing task and a predicted allocation of the processing resources. The allocation of the processing resources is predicted based on the selected model and based on the input parameters.

AI classification

Machine learning1.00
AI hardware1.00
Knowledge representation0.88
Evolutionary computation0.73
Planning0.09
Speech0.02
Natural language0.01
Vision0.00

Ownership

TELEFONAKTIEBOLAGET L M ERICSSON (PUBL)

assignment · 388000636

TELEFONAKTIEBOLAGET LM ERICSSON (PUBL)

namechg · 388800985

Assignors

LARSSON, TONY, SVENSSON, MARTIN

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

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