ADAPTIVE BATCH PROCESSING METHOD AND SYSTEM

WIPO Patent Application WO/2023/033229

A1

The present invention relates to an adaptive batch processing method and apparatus. An adaptive batch processing method according to one embodiment of the present invention is performed by a system including a server which saves a model trained by machine learning and a client which transmits input data by connecting to the server while requesting an analysis result based on the model for the corresponding input data, the method comprising the steps of: measuring an amount of available resources of the server in the server; calculating a batch size using the amount of the available resources measured by the server, and transmitting information about the calculated batch size to the client; generating batch data of a size reflecting the transmitted information by generating a queue of a plurality of input data at the client, and transmitting the generated batch data to the server; and performing an analysis based on the model on the batch data received from the server.

WO/2013/112692	BUFFER MANAGEMENT FOR GRAPHICS PARALLEL PROCESSING UNIT
WO/2001/038973	THREAD-BASED METHODS AND SYSTEMS FOR USING THE IDLE PROCESSING POWER OF ONE OR MORE NETWORKED COMPUTERS TO SOLVE COMPLEX SCIENTIFIC PROBLEMS
WO/2023/103519	CLUSTER DATA MIGRATION METHOD AND APPARATUS, AND COMPUTER DEVICE AND STORAGE MEDIUM

KUM SEUNG WOO (KR)
MOON JAE WON (KR)
OH SEUNG TAEK (KR)

PCT/KR2021/013486

March 09, 2023

October 01, 2021

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KOREA ELECTRONICS TECHNOLOGY (KR)

G06F9/50; G06F9/54; G06N20/00; H04L65/40

JP2020112901A	2020-07-27
US20200125926A1	2020-04-23
KR20170133364A	2017-12-05
KR20190110068A	2019-09-27
US20210034374A1	2021-02-04

ERUUM & LEEON INTELLECTUAL PROPERTY LAW FIRM (KR)

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