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Information processing method and electronic device

An information processing method and technology of electronic equipment, applied in the field of information processing, can solve problems such as long time for users, long response time for query operations, unfamiliarity with the principles or characteristics of computing frameworks, etc.

Active Publication Date: 2017-07-21
LENOVO (BEIJING) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, data analysts or business personnel are usually not familiar with the principles or characteristics of each computing framework, so they seem at a loss in the face of multiple computing frameworks
In the existing technology, users usually need to spend a lot of time and energy to understand the principles or characteristics of each computing framework, choose a computing framework, or choose a computing framework based on experience or subjective wishes; the former requires a lot of time and energy for users, which is not conducive to In addition, the computing framework selected by the two schemes is not necessarily the optimal computing framework, which may easily lead to the problem of low overall utilization of cluster resources, and, in the case of a large amount of concurrent queries, the user's The response time of the query operation is too long, which is not conducive to the user experience

Method used

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Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0037] An embodiment of the present invention provides an information processing method. figure 1 It is a schematic flow diagram of the information processing method in Embodiment 1 of the present invention; figure 1 As shown, the method includes:

[0038] Step 101: Obtain first query data, and / or, obtain first load information representing a load state of a computing device.

[0039] Step 102: Analyze the first query data to obtain a first parameter characterizing the complexity of the first query data.

[0040] Step 103: Select a first computing framework in the computing device according to a preset strategy based on the first parameter and / or the first load information, and send the first query data to the first computing frame in the computing device. Computing framework; wherein, the computing device includes at least two computing frameworks, and the first computing framework is any one of the two computing frameworks.

[0041] In this embodiment, the information pro...

Embodiment 2

[0051] The embodiment of the present invention also provides an information processing method. figure 2 It is a schematic flow chart of the information processing method in Embodiment 2 of the present invention; as figure 2 As shown, the method includes:

[0052] Step 201: Obtain first query data.

[0053] Step 202: Analyze the first query data to obtain a first parameter characterizing the complexity of the first query data.

[0054] Step 203: Obtain characteristics of the at least two computing frameworks included in the computing device, where the characteristics include data processing capability information.

[0055] Step 204: Based on the first parameter, select a first computing framework in the preset strategy that matches the data processing capability corresponding to the first parameter, and send the first query data to the computing device The first calculation framework; wherein, the preset strategy includes at least one set of mapping relationships between p...

Embodiment 3

[0065] The embodiment of the present invention also provides an information processing method. image 3 It is a schematic flow chart of the information processing method in Embodiment 3 of the present invention; as image 3 As shown, the method includes:

[0066] Step 301: Obtain first query data, and obtain first load information representing a load state of a computing device.

[0067] Step 302: Obtain characteristics of the at least two computing frameworks included in the computing device, where the characteristics include resource occupation information.

[0068] Step 303: Select a first computing framework that matches the first load information in the preset policy, and send the first query data to the first computing framework in the computing device; the first computing framework The first resource occupation information matches the first load information.

[0069] In this embodiment, the information processing method can be applied to an electronic device. As an i...

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PUM

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Abstract

Embodiments of the invention disclose an information processing method and an electronic device. The method comprises the steps of obtaining first query data, and / or, obtaining first load information for representing a load state of a computing device; analyzing the first query data, and obtaining a first parameter for representing a complexity degree of the first query data; and selecting a first computing framework in the computing device according to a preset policy based on the first parameter and / or the first load information, and sending the first query data to the first computing framework in the computing device, wherein the computing device comprises at least two computing frameworks, and the first computing framework is any computing framework in the two computing frameworks.

Description

technical field [0001] The invention relates to information processing technology, in particular to an information processing method and electronic equipment. Background technique [0002] Commonly used computing frameworks such as Impala, MapReduce, Spark, etc., of course, are not limited to the computing frameworks listed above (Impala is a query system; MapReduce is a programming model that can provide parallel computing for large-scale data sets; Spark is a computing engine for large-scale data processing). Usually, multiple computing frameworks are deployed in a cluster and run on top of the cluster resource scheduler. However, data analysts or business personnel are usually not familiar with the principles or characteristics of each computing framework, so they are at a loss in the face of multiple computing frameworks. In the existing technology, users usually need to spend a lot of time and energy to understand the principles or characteristics of each computing fr...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F9/48G06F9/50G06F17/30
CPCG06F9/4843G06F9/5083G06F16/2433G06F16/2453
Inventor 李栋
Owner LENOVO (BEIJING) CO LTD
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