CN107306420B - Method and device for determining test frequency - Google Patents
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- CN107306420B CN107306420B CN201610258598.3A CN201610258598A CN107306420B CN 107306420 B CN107306420 B CN 107306420B CN 201610258598 A CN201610258598 A CN 201610258598A CN 107306420 B CN107306420 B CN 107306420B
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Abstract
The invention discloses a method and a device for determining test frequency. The method comprises the following steps: determining at least two types of index values of the area to be tested according to the test data of the area to be tested; and calculating the test frequency of the area to be tested based on the determined at least two types of index values. Compared with the prior art of calculating the test frequency according to the unilateral index value of the area to be tested, the accuracy of the test frequency of the area to be tested is greatly improved due to the fact that the sampling data are more comprehensive, the test frequency of the area to be tested can be quantized, and the quantitative ranking of different areas to be tested is facilitated.
Description
Technical Field
The present invention relates to the field of wireless communications technologies, and in particular, to a method and an apparatus for determining test frequency.
Background
Smart Test is network Test software integrating background statistics and foreground Application (APP), and the network Test software is installed in a mobile phone and can be used for checking cell information of a base station, real-time network speed of the mobile phone and the like.
In order to promote the development of the testing work of province and city companies, the testing frequency of each province and city is measured based on Smart Test at present, but the testing frequency is only reflected by unilateral indexes such as the number of testing people, the testing frequency, a testing coverage cell and the like, so that the testing frequency of each province and city cannot be comprehensively and accurately obtained, and the testing frequency of each province and city cannot be quantitatively ranked according to the testing data.
Disclosure of Invention
The embodiment of the invention provides a method and a device for determining test frequency, which are used for solving the problem of low accuracy in determining the test frequency in the prior art.
The embodiment of the invention adopts the following technical scheme:
in a first aspect, a method for determining test frequency is provided, including:
determining at least two types of index values of the area to be tested according to the test data of the area to be tested;
and calculating the test frequency of the area to be tested based on the determined at least two types of index values.
Wherein the at least two types of index values comprise at least two of the following index values:
the network element permeability of the area to be tested, the test effective rate of the area to be tested, the problem effective rate of the area to be tested, the user activity of the area to be tested, the test area activity of the area to be tested, the test time of the area to be tested and the business target heat of the area to be tested.
Wherein the index value is the network element permeability of the area to be tested; then
The net element permeability of the area to be tested is determined as follows:
and determining the ratio of the number of the test cells participating in the test in the area to be tested to the total number of the cells as the network element permeability of the area to be tested.
Wherein the index value is the test effective rate of the area to be tested; then
The test effective rate of the area to be tested is determined as follows:
determining the ratio of the sum of the effective times of the tests of all the cells in the area to be tested to the total times of the tests of all the cells as the effective test rate of the area to be tested;
wherein for any one cell within the area to be tested:
when the actual times of the test of the cell is smaller than a first preset threshold, determining the actual times of the test of the cell as the effective times of the test of the cell; and when the actual times of the tests of the cell are not less than the first preset threshold, determining the first preset threshold as the effective times of the tests of the cell.
Wherein the index value is the problem effective rate of the area to be tested; then
The problem effectiveness of the area to be tested is determined as follows:
determining the ratio of the sum of the effective times of the problems tested by each cell in the area to be tested to the total times of the problems tested by all the cells to be tested to be the effective rate of the problems in the area to be tested;
wherein for any one cell within the area to be tested:
when the actual times of the problems of the cell are smaller than a second preset threshold value, determining the effective times of the problems of the cell as the effective times of the problems of the cell; and when the actual times of the problems of the cell are not less than the second preset threshold, determining the second preset threshold as the effective times of the problems of the cell.
Wherein the index value is the user activity of the area to be tested; then
The user activity of the area to be tested is determined as follows:
and determining the ratio of the number of users participating in the test in the area to be tested to all the number of users as the user activity of the area to be tested.
Wherein the index value is the activity of the test area of the area to be tested; then
The test region activity of the region to be tested is determined as follows:
determining the ratio of the number of the area blocks participating in the test in the area to be tested to the number of all the area blocks as the test area activity of the area to be tested; the area blocks in the area to be tested are divided according to longitude and latitude in advance.
Wherein the index value is the testing time of the area to be tested; then
The test time of the area to be tested is determined as follows:
and determining the ratio of the number of the time periods in which the test occurs in the area to be tested to the preset total number of the time periods as the test time of the area to be tested.
Wherein the index value is the business target heat of the area to be tested; then
The business target heat of the area to be tested is determined according to the following mode:
determining the ratio of the testing times of the specified service in the area to be tested to the total testing times of all the services as the service target heat of the area to be tested; wherein, the total test times of all the services is the product of the highest test times of all the services and the service types.
Wherein, based on the determined at least two types of index values, the test frequency of the area to be tested is calculated, which specifically comprises:
and carrying out weighted average on the determined at least two types of index values according to a preset weighting coefficient of each type of index value, and calculating the test frequency of the area to be tested.
In a second aspect, an apparatus for determining test frequency is provided, including:
the index value determining module is used for determining at least two types of index values of the area to be tested according to the test data of the area to be tested;
and the test frequency calculation module is used for calculating the test frequency of the area to be tested based on the at least two types of index values determined by the index value determination module.
Wherein the at least two types of index values comprise at least two of the following index values:
the network element permeability of the area to be tested, the test effective rate of the area to be tested, the problem effective rate of the area to be tested, the user activity of the area to be tested, the test area activity of the area to be tested, the test time of the area to be tested and the business target heat of the area to be tested.
The test frequency calculation module is specifically configured to:
and carrying out weighted average on the determined at least two types of index values according to a preset weighting coefficient of each type of index value, and calculating the test frequency of the area to be tested.
The embodiment of the invention has the following beneficial effects:
in the embodiment of the invention, at least two types of index values of the area to be tested are determined according to the test data of the area to be tested, and then the test frequency of the area to be tested is calculated based on the determined at least two types of index values.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims hereof as well as the appended drawings.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the invention and not to limit the invention. In the drawings:
fig. 1 is a flowchart illustrating an implementation of a method for determining test frequency according to an embodiment of the present invention;
fig. 2 is a schematic structural diagram of an apparatus for determining test frequency according to an embodiment of the present invention.
Detailed Description
In order to solve the problem of low accuracy in determining the test frequency in the prior art, the embodiment of the invention provides a scheme for determining the test frequency. According to the technical scheme, at least two types of index values of the area to be tested are determined according to the test data of the area to be tested, the test frequency of the area to be tested is calculated based on the determined at least two types of index values, compared with the prior art that the test frequency is calculated only according to unilateral index values of the area to be tested, the accuracy of the test frequency of the area to be tested obtained through calculation is greatly improved due to the fact that the sampling data are more comprehensive, the test frequency of the area to be tested can be quantized, and the method is more beneficial to quantitative ranking of different areas to be tested.
The embodiments of the present invention will be described in conjunction with the drawings of the specification, and it should be understood that they are presented herein only for the purpose of illustrating and explaining the invention, and not for the purpose of limiting the invention. And embodiments of the invention and features of the embodiments may be combined with each other without conflict.
The embodiment of the invention provides a method for determining test frequency, as shown in fig. 1, which is an implementation flow chart of the method and specifically comprises the following steps:
and 11, determining at least two types of index values of the area to be tested according to the test data of the area to be tested.
Wherein, the index value of the area to be tested can include but is not limited to at least two of the following index values:
the network element permeability of the area to be tested, the test effective rate of the area to be tested, the problem effective rate of the area to be tested, the user activity of the area to be tested, the test area activity of the area to be tested, the test time of the area to be tested and the business target heat of the area to be tested.
Optionally, when the index value is the network element permeability of the area to be tested, the network element permeability of the area to be tested may be determined as follows:
and determining the ratio of the number of the test cells participating in the test in the area to be tested to the total number of the cells as the permeability of the network element in the area to be tested.
The number of test cells participating in the test in the area to be tested is the de-duplication number of the global cell identification code in the area to be tested, and the global cell identification code is used for identifying the area covered by one cell (base station/one sector cell).
The number of Test cells participating in the Test in the area to be tested may be the number of Test cells in a preset unit time, and may be obtained by Smart Test background statistics. For example, the number of test cells participating in the test in the area to be tested may be determined in units of days as the number of test cells participating in the test in the area to be tested on the same day, and the total number of cells is a fixed value.
When the index value is the test effective rate of the area to be tested, the test effective rate of the area to be tested can be determined as follows:
determining the ratio of the sum of the effective times of the tests of all the cells in the area to be tested to the total times of the tests of all the cells as the effective test rate of the area to be tested;
wherein, aiming at any one cell in the area to be tested:
when the actual times of the tests of the cell are smaller than a first preset threshold, determining the actual times of the tests of the cell as the effective times of the tests of the cell;
and when the actual times of the tests of the cell are not less than a first preset threshold, determining the first preset threshold as the effective times of the tests of the cell.
For example, when the first preset threshold is 5, if the actual number of times of the test of the cell is less than 5, the effective number of times of the test of the cell is the actual number of times of the test of the cell, and if the actual number of times of the test of the cell is greater than or equal to 5, the effective number of times of the test of the cell is 5.
When the index value is the problem effective rate of the area to be tested, the problem effective rate of the area to be tested can be determined as follows:
determining the ratio of the sum of the effective times of the problems tested by each cell in the area to be tested to the total times of the problems tested by all the cells as the effective rate of the problems in the area to be tested;
wherein, aiming at any one cell in the area to be tested:
when the actual times of the problems of the cell are smaller than a second preset threshold value, determining the effective times of the problems of the cell as the effective times of the problems of the cell;
and when the actual times of the problems of the cell are not less than a second preset threshold, determining the second preset threshold as the effective times of the problems of the cell.
For example, when the second preset threshold is 5, if the actual number of the problems of the cell is less than 5, the effective number of the problems of the cell is the actual number of the problems, and if the actual number of the problems of the cell is greater than or equal to 5, the effective number of the problems of the cell is 5.
When the index value is the user activity of the area to be tested, the user activity of the area to be tested can be determined as follows:
and determining the ratio of the number of the users participating in the test in the area to be tested to all the number of the users as the user activity of the area to be tested.
The number of users participating in the Test in the area to be tested and the total number of users can be the number of users in different preset unit time, and the number of users and the total number of users can be obtained through Smart Test background statistics. For example, the number of users participating in the test in the area to be tested may be the number of users participating in the test in the area to be tested on the same day in units of days, and the total number of users may be the number of users participating in the test in the area to be tested on the same month in units of months.
When the index value is the test area activity of the area to be tested, the test area activity of the area to be tested can be determined as follows:
determining the ratio of the number of the area blocks participating in the test in the area to be tested to the number of all the area blocks as the test area activity of the area to be tested; the area blocks in the area to be tested are divided according to longitude and latitude in advance.
The number of the area blocks participating in the Test in the area to be tested can be the number of the area blocks in the preset unit time, and can be obtained through Smart Test background statistics. For example, the number of area blocks participating in the test in the area to be tested may be the number of area blocks participating in the test in the area to be tested on the same day by day, and the total number of area blocks is a fixed value.
When the index value is the testing time of the area to be tested, the testing time of the area to be tested can be determined as follows:
and determining the ratio of the number of time periods in which the test occurs in the area to be tested to the preset total number of time periods as the test time degree of the area to be tested.
For example, the preset total time segment number is 24 hours, and the number of time segments in which the Test occurs in the region to be tested may be counted in units of hours, which may be obtained by Smart Test background statistics.
When the index value is the business target heat of the area to be tested, the business target heat of the area to be tested can be determined as follows:
determining the ratio of the testing times of the specified service in the area to be tested to the total testing times of all the services as the service target heat of the area to be tested; wherein, the total test times of all services is the product of the highest test times of all services and the service type.
Taking all services as 4 services as an example, the total test times of all services as the product of the highest test times of all services and the service type can be expressed as: the highest number of tests in the 4 services was 4.
And 12, calculating the test frequency of the area to be tested based on the determined at least two types of index values.
Specifically, the test frequency of the area to be tested may be calculated by performing weighted average on at least two types of determined index values according to a preset weighting coefficient of each type of index value.
Optionally, when the weighting coefficients of each type of preset index values are the same, the test frequency of the area to be tested may be calculated according to the following formula:
and (4) the test frequency of the area to be tested is the sum of each index value and 100/index value category number.
For example, when the index value includes the following 7 index values: the network element permeability of the area to be tested, the test efficiency of the area to be tested, the problem efficiency of the area to be tested, the user activity of the area to be tested, the test area activity of the area to be tested, the test time of the area to be tested, and the business target heat of the area to be tested, the test frequency of the area to be tested can be calculated according to the following formula:
test frequency of the area to be tested (net element permeability of the area to be tested + test efficiency of the area to be tested + problem efficiency of the area to be tested + test user activity of the area to be tested + test area activity of the area to be tested + test time of the area to be tested + business target heat of the area to be tested) × 100/7
In the embodiment of the invention, at least two types of index values of the area to be tested are determined according to the test data of the area to be tested, and then the test frequency of the area to be tested is calculated based on the determined at least two types of index values.
Based on the same inventive concept, the embodiment of the present invention further provides a device for determining the test frequency, and since the principle of the device for solving the problem is similar to the method for determining the test frequency, the implementation of the device can refer to the implementation of the method, and repeated details are omitted.
As shown in fig. 2, a schematic structural diagram of an apparatus for determining test frequency according to an embodiment of the present invention includes:
an index value determining module 21, configured to determine at least two types of index values of the area to be tested according to test data of the area to be tested;
a test frequency calculation module 22, configured to calculate the test frequency of the area to be tested based on the at least two types of index values determined by the index value determination module 21.
Wherein the index values include at least two of the following index values:
the network element permeability of the area to be tested, the test effective rate of the area to be tested, the problem effective rate of the area to be tested, the user activity of the area to be tested, the test area activity of the area to be tested, the test time of the area to be tested and the business target heat of the area to be tested.
Optionally, when the index value is the network element permeability of the area to be tested, the network element permeability of the area to be tested in the index value determining module 21 may be determined according to the following manner:
and determining the ratio of the number of the test cells participating in the test in the area to be tested to the total number of the cells as the permeability of the network element in the area to be tested.
When the index value is the effective test rate of the area to be tested, the effective test rate of the area to be tested in the index value determining module 21 may be determined as follows:
determining the ratio of the sum of the effective times of the tests of all the cells in the area to be tested to the total times of the tests of all the cells as the effective test rate of the area to be tested;
wherein, aiming at any one cell in the area to be tested:
when the actual times of the tests of the cell are smaller than a first preset threshold, determining the actual times of the tests of the cell as the effective times of the tests of the cell;
and when the actual times of the tests of the cell are not less than a first preset threshold, determining the first preset threshold as the effective times of the tests of the cell.
When the index value is the problem effective rate of the area to be tested, the problem effective rate of the area to be tested in the index value determination module 21 may be determined as follows:
determining the ratio of the sum of the effective times of the problems tested by each cell in the area to be tested to the total times of the problems tested by all the cells as the effective rate of the problems in the area to be tested;
wherein, aiming at any one cell in the area to be tested:
when the actual times of the problems of the cell are smaller than a second preset threshold value, determining the effective times of the problems of the cell as the effective times of the problems of the cell;
and when the actual times of the problems of the cell are not less than a second preset threshold, determining the second preset threshold as the effective times of the problems of the cell.
When the index value is the user activity of the area to be tested, the user activity of the area to be tested in the index value determining module 21 may be determined as follows:
and determining the ratio of the number of the users participating in the test in the area to be tested to all the number of the users as the user activity of the area to be tested.
When the index value is the activity of the test area of the area to be tested, the activity of the test area of the area to be tested in the index value determining module 21 may be determined as follows:
determining the ratio of the number of the area blocks participating in the test in the area to be tested to the number of all the area blocks as the test area activity of the area to be tested; the area blocks in the area to be tested are divided according to longitude and latitude in advance.
When the index value is the test time of the area to be tested, the test time of the area to be tested in the index value determining module 21 may be determined as follows:
and determining the ratio of the number of time periods in which the test occurs in the area to be tested to the preset total number of time periods as the test time degree of the area to be tested.
When the index value is the business target heat of the area to be tested, the business target heat of the area to be tested in the index value determining module 21 may be determined as follows:
determining the ratio of the testing times of the specified service in the area to be tested to the total testing times of all the services as the service target heat of the area to be tested; wherein, the total test times of all services is the product of the highest test times of all services and the service type.
The test frequency calculation module 22 is specifically configured to:
and according to the preset weighting coefficient of each type of index value, performing weighted average on the at least two types of index values determined by the index value determination module 21, and calculating the test frequency of the area to be tested.
For convenience of description, the above parts are separately described as modules (or units) according to functional division. Of course, the functionality of the various modules (or units) may be implemented in the same or in multiple pieces of software or hardware in practicing the invention.
In specific implementation, the device for determining the test frequency may be disposed in a network side device.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
While preferred embodiments of the present invention have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including preferred embodiments and all such alterations and modifications as fall within the scope of the invention.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.
Claims (8)
1. A method for determining test frequency, comprising:
determining at least two types of index values of the area to be tested according to the test data of the area to be tested;
calculating the test frequency of the area to be tested based on the determined at least two types of index values;
wherein the at least two types of index values comprise at least two of the following index values:
the network element permeability of the area to be tested, the test effective rate of the area to be tested, the problem effective rate of the area to be tested, the user activity of the area to be tested, the test area activity of the area to be tested, the test time of the area to be tested and the business target heat of the area to be tested; the network element permeability of the area to be tested is the ratio of the number of test cells participating in the test in the area to be tested to the total number of cells; the user activity of the area to be tested is the ratio of the number of users participating in the test in the area to be tested to all the number of users; the testing time of the area to be tested is the ratio of the number of time periods in which the testing occurs in the area to be tested to the preset total number of time periods; the service target heat of the area to be tested is the ratio of the test times of the specified service in the area to be tested to the total test times of all services.
2. The method of claim 1, wherein the index value is a test efficiency rate of the area to be tested; then
The test effective rate of the area to be tested is determined as follows:
determining the ratio of the sum of the effective times of the tests of all the cells in the area to be tested to the total times of the tests of all the cells as the effective test rate of the area to be tested;
wherein for any one cell within the area to be tested:
when the actual times of the test of the cell is smaller than a first preset threshold, determining the actual times of the test of the cell as the effective times of the test of the cell; and when the actual times of the tests of the cell are not less than the first preset threshold, determining the first preset threshold as the effective times of the tests of the cell.
3. The method of claim 1, wherein the indicator value is a problem-effective rate for the area to be tested; then
The problem effectiveness of the area to be tested is determined as follows:
determining the ratio of the sum of the effective times of the problems tested by each cell in the area to be tested to the total times of the problems tested by all the cells to be tested to be the effective rate of the problems in the area to be tested;
wherein for any one cell within the area to be tested:
when the actual times of the problems of the cell are smaller than a second preset threshold value, determining the effective times of the problems of the cell as the effective times of the problems of the cell; and when the actual times of the problems of the cell are not less than the second preset threshold, determining the second preset threshold as the effective times of the problems of the cell.
4. The method of claim 1, wherein the indicator value is a test zone activity of the zone to be tested; then
The test region activity of the region to be tested is determined as follows:
determining the ratio of the number of the area blocks participating in the test in the area to be tested to the number of all the area blocks as the test area activity of the area to be tested; the area blocks in the area to be tested are divided according to longitude and latitude in advance.
5. The method of claim 1, wherein the index value is a business target heat of the area to be tested; then
The business target heat of the area to be tested is determined according to the following mode:
determining the ratio of the testing times of the specified service in the area to be tested to the total testing times of all the services as the service target heat of the area to be tested; wherein, the total test times of all the services is the product of the highest test times of all the services and the service types.
6. The method of claim 1, wherein calculating the test frequency of the area to be tested based on the determined at least two types of index values comprises:
and carrying out weighted average on the determined at least two types of index values according to a preset weighting coefficient of each type of index value, and calculating the test frequency of the area to be tested.
7. An apparatus for determining test frequency, comprising:
the index value determining module is used for determining at least two types of index values of the area to be tested according to the test data of the area to be tested;
the test frequency calculation module is used for calculating the test frequency of the area to be tested based on the at least two types of index values determined by the index value determination module;
wherein the at least two types of index values comprise at least two of the following index values:
the network element permeability of the area to be tested, the test effective rate of the area to be tested, the problem effective rate of the area to be tested, the user activity of the area to be tested, the test area activity of the area to be tested, the test time of the area to be tested and the business target heat of the area to be tested; the network element permeability of the area to be tested is the ratio of the number of test cells participating in the test in the area to be tested to the total number of cells; the user activity of the area to be tested is the ratio of the number of users participating in the test in the area to be tested to all the number of users; the testing time of the area to be tested is the ratio of the number of time periods in which the testing occurs in the area to be tested to the preset total number of time periods; the service target heat of the area to be tested is the ratio of the test times of the specified service in the area to be tested to the total test times of all services.
8. The apparatus of claim 7, wherein the test frequency calculation module is specifically configured to:
and carrying out weighted average on the determined at least two types of index values according to a preset weighting coefficient of each type of index value, and calculating the test frequency of the area to be tested.
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| CN103529377A (en) * | 2013-10-11 | 2014-01-22 | 国家电网公司 | Automatic testing system and method for intelligent transformer substation digital protection device |
| CN104793076A (en) * | 2015-04-08 | 2015-07-22 | 南京能云电力科技有限公司 | Intelligent automatic test system and method |
| CN104899090A (en) * | 2015-05-27 | 2015-09-09 | 努比亚技术有限公司 | Method, apparatus and mobile terminal for rapidly scheduling application process |
| CN105389256A (en) * | 2015-11-11 | 2016-03-09 | 中国建设银行股份有限公司 | Unit testing method and system |
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