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SYSTEM FOR CONTROLLING DEVICES IN IOT NETWORKS USING SELF-LEARNING MACHINE LEARNING MODELS

机译:自学习机学习模型的物联网网络设备控制系统

摘要

FIELD: computer equipment.;SUBSTANCE: system comprises a central server, a backup server, data storage systems, user communication systems and a plurality of IoT network end devices, on which the control and decision making system is installed, which includes facilities for loading, execution and training of specialized models of machine training, as well as instrument control devices.;EFFECT: technical result consists in automation of repetitive actions for building machine learning models, improving autonomy of data analysis and decision making system and reducing load on central server of information-analytical system.;1 cl, 1 dwg
机译:技术领域:计算机设备。实质:系统包括中央服务器,备份服务器,数据存储系统,用户通信系统和多个IoT网络终端设备,其上安装了控制和决策系统,该系统包括用于加载的设施,执行和训练机器培训的专用模型以及仪器控制设备。效果:技术成果包括用于构建机器学习模型的重复动作的自动化,提高数据分析和决策系统的自治性以及减轻中央服务器的负担信息分析系统。; 1 cl,1 dwg

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