Coding distributed computation method and coding distributed computation apparatus based on edge computation environment

Abstract

The invention discloses a coding distributed computation method, a coding distributed computation apparatus, a coding distributed computation device based on edge computation environment, and a computer readable storage medium. The method comprises the following steps: acquiring network parameters of an edge computation network; obtaining a computation task arrangement scheme based on the networkparameter; performing coding distributed computation to obtain a coding scheme of data migration in the edge computation network; determining any one participated node as a target node, determining acomputation task of a corresponding median of any one output function as a special computation task when the any one output function on the target node and corresponding input data both are located onthe target node, and the other participated nodes, except for the target node, do not have such any output function, determining the special computation task of the other participated nodes, except for the target node, as an abnormal computation task, and deleting the abnormal computation task in the computation task arrangement scheme; and realizing edge computation based on the coding scheme and the computation task arrangement scheme. With the method, the apparatus and the device provided by the invention, computation redundancy is reduced greatly, and network computation resource is saved.

Description

technical field [0001] The present invention relates to the technical field of edge computing, and more specifically, relates to an encoding distributed computing method, device, device and computer-readable storage medium based on an edge computing environment. Background technique [0002] In recent years, due to the high-speed computing and low-latency special effects of edge computing, edge computing has become a new research hotspot for next-generation networks. Simply put, edge computing is an extension of cloud computing, in which network resources (such as computing resources, etc.) are closer to users or terminal devices. Computing devices include routers, servers and even terminal devices. [0003] Distributed computing is a main feature of edge computing, and participating nodes (that is, the above-mentioned devices participating in computing) can cooperate with each other to process different computing tasks. Generally speaking, edge computing is based on the d...

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Problems solved by technology

[0007] The purpose of the present invention is to provide a coded distributed computing method, device, device and computer-readable storage medium based on an edge computing environment, so as to solve the problem of computing redundancy caused by the existing coded distributed computing scheme in the prior art. The problem of wasting resources

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