intelligent home management platform based on Hadoop

A smart home and management platform technology, applied in the field of Internet of Things, can solve problems such as poor user experience

Active Publication Date: 2019-03-26
CHONGQING UNIV OF POSTS & TELECOMM
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Just imagine, facing the access tasks of a large number of smart home users, if there is no response for a long time when the smart hom...

Method used

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  • intelligent home management platform based on Hadoop
  • intelligent home management platform based on Hadoop
  • intelligent home management platform based on Hadoop

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Embodiment Construction

[0052] The preferred embodiments of the present invention will be described in detail below with reference to the accompanying drawings.

[0053] Such as figure 1 Shown is the structure diagram of Hadoop-based smart home management platform. The collected smart home device data is sent to the home gateway, and the home gateway accesses the Hadoop-based smart home management platform to upload the data to the server, and the gateway can also forward the device control instructions sent by the platform; the client accesses the platform through the Internet to obtain the query data And issue control instructions; access tasks from clients or gateways are allocated computing resources through the task scheduling module of the platform to complete access tasks and obtain corresponding services, thereby improving the load balancing level of the platform, reducing task execution time, and ensuring the platform's Stable operation, but also improved user experience.

[0054] A Hadoop...

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Abstract

The invention relates to an intelligent home management platform based on Hadoop, and the platform comprises an SSH-based intelligent home management module and an improved inheritance-based intelligent home management module. The invention discloses a task scheduler of an ant colony algorithm. The smart home management module monitors and controls home equipment, and a smart home management system which is loosely coupled, easy to maintain and capable of providing convenient services for home users is achieved. At the same time, the improved heredity-will be obtained The ant colony algorithmand the Hadoop platform task scheduler are fused to schedule platform access tasks, computing resources are reasonably distributed, the load balance level of the platform is improved, and task execution time is shortened. According to the invention, the problem of poor redundancy of a traditional smart home server is effectively solved; In addition, a user behavior data mining system can be integrated on the platform, an intelligent control scheme is decided, the intelligent degree of the smart home is improved, the user experience effect is improved, and meanwhile development of the Internetof Things smart home industry is promoted.

Description

technical field [0001] The invention belongs to the technical field of the Internet of Things and relates to a Hadoop-based smart home management platform. Background technique [0002] With the rapid development of Internet of Things technology, smart home technology and products based on Internet of Things have emerged as the times require. Smart home, in line with the purpose of serving people, based on the traditional home environment, uses modern technologies such as personal communication technology, sensor technology, and intelligent control technology to integrate various home devices to establish a comfortable home environment and an efficient family. The schedule management system provides users with a safe, comfortable, environmentally friendly and energy-saving smart home experience. But in the traditional sense of smart home, a smart home server is set up inside the home, and the data of all devices is stored on the server. Users control the device and view the...

Claims

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Application Information

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IPC IPC(8): G06F9/50G06N3/00G06N3/12
CPCG06F9/5083G06N3/006G06N3/126Y02P90/02
Inventor 付蔚郑方雄童世华李克宇刘奔
Owner CHONGQING UNIV OF POSTS & TELECOMM
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