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A cooperative computing method under the edge computing system

A technology of edge computing and computing methods, applied in the direction of computing, program control design, multi-programming devices, etc., can solve the problems of wasting computing power of terminal equipment, energy consumption, cost increase, etc., and achieve energy saving and computing costs, and reasonable distribution , the effect of optimal scheduling

Active Publication Date: 2019-10-22
CERTUS NETWORK TECHNANJING
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, there are still some potential problems in this mode. For example, according to Moore's Law, the computing power of IoT terminal devices is getting stronger and stronger. Only using edge computing servers to perform computing tasks wastes part of the computing power of terminal devices. Cause resource waste, energy consumption, cost increase

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  • A cooperative computing method under the edge computing system
  • A cooperative computing method under the edge computing system
  • A cooperative computing method under the edge computing system

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Experimental program
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Effect test

Embodiment

[0087] an edge server { E 0 :( d 0 =0, B 0 =0, c 0 , v 0 )} , three local terminal devices, { l 1 :( d 1 , B 1 , c 1 , v 1 )}, { l 2 :( d 2 , B 2 ,c 2 , v 2 )}, { l 3 :( d 3 , B 3 , c 3 , v 3 )}, it is necessary to execute a 100-layer neural network algorithm to find the cooperative computing method of the edge computing server and three terminal devices to achieve fast computing. The connection between the edge computing server and the terminal device is a wireless connection or a wired connection. The computing power and computing capacity of the three terminal devices are smaller than the computing power and computing capacity of the edge computing server. The system performs total computing tasks including machine learning, data analysis and deep learning algorithms.

[0088] S1. Evaluate the calculation amount of different complexities of the total calculation task, and decompose the algorithm according to the level of complexity;

[00...

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Abstract

This patent proposes a cooperative computing method under the edge computing system. The edge server and many terminals are connected through the network nearby. Due to the short distance, high-speed data security transmission can be realized. At the same time, the algorithm is cooperatively executed on the edge device side and the terminal side respectively. , so as to make full use of the computing resources of many terminals under the edge computing system. With the goal of small computing delay and the highest computing speed, the edge server side cooperates with many terminals to achieve the optimal allocation of computing resources, and solves the rapid realization of algorithms with high computing resource requirements such as machine learning. Terminals with a certain computing capacity can reasonably allocate the amount of computing to achieve optimal high-speed cooperative computing under the edge computing system.

Description

technical field [0001] The invention relates to edge computing, in particular to a collaborative computing method under an edge computing system under the Internet of Things. Background technique [0002] In the future wireless communication system, the number of smart devices pouring into the wireless network will increase exponentially. Whether it is smart cities, smart homes, smart logistics, telemedicine, Industry 4.0, smart grids, or smart transmissions, they will usher in the era of the Internet of Everything. With the emergence of various low-latency application scenarios in the Internet of Things, such as unmanned driving, virtual reality, augmented reality, etc., a new network architecture has emerged in the Internet of Things system-the Internet of Things system based on edge computing. The system introduces edge computing servers at the network layer of cloud computing servers and terminal devices to realize data processing at the nearest data source. Under this...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F9/48G06F9/50
CPCG06F9/4881G06F9/5027G06F9/5066
Inventor 陈松林文红谢非佚
Owner CERTUS NETWORK TECHNANJING