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Evaluation method optimizing efficiency of distributed operation process

An evaluation method and distributed technology, applied in computing, instruments, data processing applications, etc., can solve the problems of not considering the choice of stand-alone/distributed mode, low data processing efficiency, etc., to improve processing flexibility, improve efficiency, The effect of reducing resource consumption

Inactive Publication Date: 2018-02-09
成都优易数据有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0006] The purpose of the present invention is to: solve the problem that the existing evaluation methods in the prior art do not consider the selection of stand-alone / distributed mode, resulting in low data processing efficiency. This application proposes an evaluation method for optimizing the distributed computing process; the technology of the present invention The plan is:

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  • Evaluation method optimizing efficiency of distributed operation process
  • Evaluation method optimizing efficiency of distributed operation process
  • Evaluation method optimizing efficiency of distributed operation process

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Embodiment 1

[0026] This embodiment mainly elaborates in detail in conjunction with the technical solution of the present application:

[0027] 1. Data processing atomic operation convention:

[0028] (1) Data pull: Data set S is currently stored on M machines in the cluster, and S is collected and stored on N machines through network transmission. Usually M is much larger than N, and N is greater than or equal to 1.

[0029] (2) Data distribution: Data set S is currently stored on M machines in the cluster, and S is collected and stored on N machines through network transmission. Usually M is equal to 1, and N is greater than M.

[0030] (3) Data conversion: the state of a data record changes

[0031] (4) Data aggregation: Perform basic arithmetic operations or basic operations on a data set, such as intersection, union, and complement.

[0032] 2. Assume that Table 1 is a sample of daily turnover data of various branches of a chain supermarket across the country:

[0033]

[0034] ...

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Abstract

The invention provides an evaluation method optimizing efficiency of a distributed operation process and aims to solve a problem of low data processing efficiency of a prior evaluation method that nottake selection of single machinedistributive mode into account in the prior art. The distributive operation based big data processing and calculation process requires analysis and evaluation on process efficiency and the most efficient distributive operation process is found. By utilizing the evaluation method, the big data processing and calculation process can be decomposed and optimization ofoperation efficiency can be realized by utilizing regulation of the distributive operation mode. The method provided by the invention is extremely high in universality and efficiency and belongs to the field of big data technology protection.

Description

technical field [0001] The present invention relates to the field of big data technology protection, in particular to an evaluation method for optimizing the efficiency of a distributed computing process. Background technique [0002] With the increasing amount of data generated by human society, the requirements for the speed and efficiency of computer operations are getting higher and higher. Distributed computing is based on computer cluster technology. Using the distribution and aggregation process of the computing process, it can quickly complete the computing tasks that required a lot of time to complete in the stand-alone mode. [0003] The efficiency of the distributed computing process is affected by many factors such as computer computing, network communication, task scheduling, and data migration. To optimize the efficiency of the distributed computing process, it is necessary to design a scientific and reasonable evaluation method by integrating various factors....

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/06
CPCG16Z99/00
Inventor 贺俊华傅玉生鲜东王永波
Owner 成都优易数据有限公司