CN113672444A - Chip detection data acquisition method - Google Patents

Chip detection data acquisition method Download PDF

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Publication number
CN113672444A
CN113672444A CN202110999924.7A CN202110999924A CN113672444A CN 113672444 A CN113672444 A CN 113672444A CN 202110999924 A CN202110999924 A CN 202110999924A CN 113672444 A CN113672444 A CN 113672444A
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operation data
chip
data
target
information
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范敏
任继远
彭东
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/22—Detection or location of defective computer hardware by testing during standby operation or during idle time, e.g. start-up testing
    • G06F11/2205—Detection or location of defective computer hardware by testing during standby operation or during idle time, e.g. start-up testing using arrangements specific to the hardware being tested
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/22—Detection or location of defective computer hardware by testing during standby operation or during idle time, e.g. start-up testing
    • G06F11/2273—Test methods

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  • General Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
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Abstract

The invention provides a chip detection data acquisition method, and relates to the technical field of chip detection. In the invention, a plurality of pieces of chip operation data are obtained, wherein each piece of chip operation data is used for representing whether a target chip is in an operation state in a time period; classifying the plurality of pieces of chip operating data to obtain a first operating data set and a second operating data set, wherein each piece of chip operating data in the first operating data set is used for representing that a target chip is in an operating state in a time period, and each piece of chip operating data in the second operating data set is used for representing that the target chip is not in the operating state in the time period; and respectively screening the first operation data set and the second operation data set to obtain a corresponding first operation data screening set and a corresponding second operation data screening set. Therefore, the reliability of screening the chip operation data can be improved.

Description

Chip detection data acquisition method
Technical Field
The invention relates to the technical field of chip detection, in particular to a chip detection data acquisition method.
Background
A chip, also called a microcircuit (microcircuit), a microchip (microchip), and an Integrated Circuit (IC), refers to a silicon chip containing an integrated circuit, which is small in size and is often a part of a computer or other electronic devices. Due to the advantages of small size and the like, the display device has a large application scene, such as electronic equipment like mobile phones and computers.
In the application of the chip, the corresponding chip operation data can be obtained by collecting the chip so as to be utilized. For convenience of subsequent utilization, storage and the like, the collected operation data can be screened firstly, so that the data volume is reduced. However, the inventors have found that, in the prior art, generally, the collected chip operation data is screened as a whole, which may result in a problem of low reliability in screening the chip operation data.
Disclosure of Invention
In view of this, the present invention provides a chip detection data acquisition method to improve the reliability of screening chip operation data.
In order to achieve the above purpose, the embodiment of the invention adopts the following technical scheme:
a chip detection data acquisition method is applied to detection data processing equipment, the detection data processing equipment is in communication connection with target user terminal equipment, the target user terminal equipment is provided with a target chip, and the chip detection data acquisition method comprises the following steps:
acquiring operation data of the target chip on the target user terminal equipment to obtain a plurality of chip operation data, wherein each chip operation data is used for representing whether the target chip is in an operation state within a time period;
classifying the plurality of pieces of chip operating data to obtain a first operating data set and a second operating data set, wherein each piece of chip operating data in the first operating data set is used for representing that the target chip is in an operating state in a time period, and each piece of chip operating data in the second operating data set is used for representing that the target chip is not in an operating state in a time period;
and respectively carrying out screening processing on the first operation data set and the second operation data set to obtain a first operation data screening set corresponding to the first operation data set and a second operation data screening set corresponding to the second operation data set.
In some preferred embodiments, in the above chip detection data acquisition method, the step of obtaining operation data of the target chip on the target user terminal device to obtain multiple pieces of chip operation data includes:
determining whether the operation data of the target chip needs to be acquired or not, and generating operation data acquisition notification information when the operation data of the target chip needs to be acquired;
sending the operation data acquisition notification information to the target user terminal device, wherein the target user terminal device is used for acquiring the operation data of the target chip after acquiring the operation data acquisition notification information to obtain a plurality of corresponding chip operation data, and sending the plurality of chip operation data to the detection data processing device;
and acquiring the plurality of chip operation data acquired and sent by the target user terminal equipment based on the operation data acquisition notification information.
In some preferred embodiments, in the above chip detection data collecting method, the step of determining whether the operation data of the target chip needs to be collected, and generating operation data collection notification information when it is determined that the operation data of the target chip needs to be collected includes:
determining whether the operation data of the target chip needs to be acquired;
when the operating data of the target chip is determined to be required to be acquired, determining target duration information based on pre-configured data acquisition scale information;
and generating operation data acquisition notification information based on the target duration information, wherein the operation data acquisition notification information comprises the target duration information, and the target duration information is used for representing the acquisition behavior of the target user terminal equipment after the target user terminal equipment starts to acquire the operation data of the target chip, and the acquisition behavior lasts for the target duration information.
In some preferred embodiments, in the above chip detection data collecting method, the step of determining whether the operation data of the target chip needs to be collected, and generating operation data collection notification information when it is determined that the operation data of the target chip needs to be collected includes:
determining whether the operation data of the target chip needs to be acquired;
when the operating data of the target chip needs to be acquired, determining target data number information based on pre-configured data acquisition scale information;
and generating operation data acquisition notification information based on the target data number information, wherein the operation data acquisition notification information comprises the target data number information, and the target data number information is used for representing the number of the chip operation data acquired by the target user terminal equipment after the target user terminal equipment starts to acquire the operation data of the target chip.
In some preferred embodiments, in the chip detection data acquisition method, the step of classifying the plurality of pieces of chip operation data to obtain a first operation data set and a second operation data set includes:
respectively carrying out data content identification processing on each piece of chip operation data in the plurality of pieces of chip operation data to obtain corresponding identification results, wherein the identification results are used for representing whether the target chip is in an operation state within a time period of the corresponding chip operation data;
and classifying the plurality of pieces of chip operating data based on the identification result to obtain a first operating data set and a second operating data set.
In some preferred embodiments, in the chip detection data acquisition method, the step of performing data content identification processing on each piece of chip operation data in the plurality of pieces of chip operation data to obtain a corresponding identification result includes:
acquiring data label information carried by the chip operation data aiming at each piece of chip operation data in the plurality of pieces of chip operation data, wherein the data label information is used for representing whether the target chip is in an operation state within a time period of the corresponding chip operation data, and the data label information is formed when the target user terminal equipment generates the chip operation data;
and respectively taking the data label information carried in each piece of chip operation data as the identification result of the corresponding chip operation data.
In some preferred embodiments, in the above chip detection data acquisition method, the step of respectively performing screening processing on the first operation data set and the second operation data set to obtain a first operation data screening set corresponding to the first operation data set and a second operation data screening set corresponding to the second operation data set includes:
sequencing the chip operation data included in the first operation data set based on the sequence of the time periods corresponding to each piece of chip operation data to obtain a first operation data sequence corresponding to the first operation data set;
sequencing the chip operation data included in the second operation data set based on the sequence of the time periods corresponding to each piece of chip operation data to obtain a second operation data sequence corresponding to the second operation data set;
performing first screening processing on each chip operation data included in the first operation data sequence according to the sequence precedence position relationship between the chip operation data and the first operation data sequence to obtain a corresponding first operation data screening set;
and performing second screening processing on each chip operation data included in the second operation data sequence according to the sequence precedence position relation between the chip operation data and the second operation data sequence to obtain a corresponding second operation data screening set.
In some preferred embodiments, in the chip detection data acquisition method, the step of performing a first filtering process on each piece of chip operation data included in the first operation data sequence according to a sequence sequential position relationship therebetween to obtain a corresponding first operation data filtering set includes:
for each piece of chip operation data except for the first piece of chip operation data in the first operation data sequence, sequentially determining each piece of chip operation data as first to-be-processed operation data based on the sequence position of each piece of chip operation data in the first operation data sequence, and determining whether the previous piece of chip operation data of the first to-be-processed operation data is screened out;
if the previous chip operation data of the first to-be-processed operation data is screened out, determining the first to-be-processed operation data as target chip operation data, if the previous chip operation data of the first to-be-processed operation data is not screened out, calculating an interval between time periods corresponding to the first to-be-processed operation data and the previous chip operation data to obtain time interval length information corresponding to the first to-be-processed operation data, and determining a size relation between the time interval length information and preset time interval length threshold information;
if the time interval length information is greater than the time interval length threshold information, determining the first to-be-processed operating data as target chip operating data, if the time interval length information is less than or equal to the time interval length threshold information, determining the similarity between the first to-be-processed operating data and the previous chip operating data of the first to-be-processed operating data to obtain corresponding data similarity information, and determining the size relationship between the data similarity information and pre-configured data similarity threshold information;
if the data similarity information is less than or equal to the data similarity threshold information, determining the first to-be-processed operating data as target chip operating data, and if the data similarity information is greater than the data similarity threshold information, screening out the first to-be-processed operating data;
and constructing a first operation data screening set based on each piece of the target chip operation data.
In some preferred embodiments, in the chip detection data acquisition method, the step of performing second screening processing on each piece of chip operation data included in the second operation data sequence according to a sequence precedence position relationship between the pieces of chip operation data to obtain a corresponding second operation data screening set includes:
for each piece of chip operation data of the second operation data sequence except for the first piece of chip operation data, sequentially determining each piece of chip operation data as second operation data to be processed based on the sequence position of each piece of chip operation data in the second operation data sequence, and determining whether the previous piece of chip operation data of the second operation data to be processed is screened out;
if the previous chip operation data of the second operation data to be processed is screened out, determining the second operation data to be processed as target chip operation data, if the previous chip operation data of the second operation data to be processed is not screened out, calculating the interval between the second operation data to be processed and the time period corresponding to the previous chip operation data to obtain time interval length information corresponding to the second operation data to be processed, and determining the size relation between the time interval length information and preset time interval length threshold information;
if the time interval length information is greater than the time interval length threshold information, determining the second to-be-processed operating data as target chip operating data, if the time interval length information is less than or equal to the time interval length threshold information, determining the similarity between the second to-be-processed operating data and the previous chip operating data of the second to-be-processed operating data to obtain corresponding data similarity information, and determining the size relationship between the data similarity information and pre-configured data similarity threshold information;
if the data similarity information is less than or equal to the data similarity threshold information, determining the second to-be-processed operating data as target chip operating data, and if the data similarity information is greater than the data similarity threshold information, screening out the second to-be-processed operating data;
and constructing a second operation data screening set based on each piece of the target chip operation data.
In some preferred embodiments, in the above chip detection data acquisition method, the step of respectively performing screening processing on the first operation data set and the second operation data set to obtain a first operation data screening set corresponding to the first operation data set and a second operation data screening set corresponding to the second operation data set further includes:
determining whether each of the screened chip operation data in the first operation data set needs to be restored or not based on the correlation between the chip operation data included in the second operation data set and each of the screened chip operation data in the first operation data set, and when the restoration is determined to be needed, determining the corresponding chip operation data as new target chip operation data and adding the new target chip operation data into the first operation data screening set to obtain a new first operation data screening set;
determining whether each of the screened chip operation data in the second operation data set needs to be restored or not based on the correlation between the chip operation data included in the first operation data set and each of the screened chip operation data in the second operation data set, and when it is determined that the restoration processing needs to be performed, determining the corresponding chip operation data as new target chip operation data and adding the new target chip operation data into the second operation data screening set to obtain a new second operation data screening set.
According to the chip detection data acquisition method provided by the embodiment of the invention, after a plurality of pieces of chip operation data are obtained, the plurality of pieces of chip operation data are classified to obtain the first operation data set and the second operation data set, so that the first operation data set and the second operation data set can be respectively screened to obtain the corresponding first operation data screening set and second operation data screening set, namely the screening is respectively carried out aiming at different characterization contents.
In order to make the aforementioned and other objects, features and advantages of the present invention comprehensible, preferred embodiments accompanied with figures are described in detail below.
Drawings
Fig. 1 is a schematic diagram of a detection data processing apparatus provided.
Fig. 2 is a schematic diagram of a chip detection data acquisition method provided.
Fig. 3 is a schematic diagram of a chip test data acquisition system provided.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. The components of embodiments of the present invention generally described and illustrated in the figures herein may be arranged and designed in a wide variety of different configurations.
Thus, the following detailed description of the embodiments of the present invention, presented in the figures, is not intended to limit the scope of the invention, as claimed, but is merely representative of selected embodiments of the invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
As shown in fig. 1, an embodiment of the present invention provides a detection data processing apparatus. Wherein the detection data processing device may comprise a memory and a processor.
Optionally, the memory and the processor are electrically connected directly or indirectly to enable data transfer or interaction. For example, they may be electrically connected to each other via one or more communication buses or signal lines. The memory may have stored therein at least one software functional module (which may be a computer program) that may be in the form of software or firmware. The processor may be configured to execute an executable software functional module, that is, a computer program, stored in the memory, so as to implement the chip detection data acquisition method provided by the embodiment of the present invention.
Alternatively, the Memory may be, but is not limited to, a Random Access Memory (RAM), a Read Only Memory (ROM), a Programmable Read-Only Memory (PROM), an Erasable Read-Only Memory (EPROM), an electrically Erasable Read-Only Memory (EEPROM), and the like. The Processor may be a general-purpose Processor, including a Central Processing Unit (CPU), a Network Processor (NP), a System on Chip (SoC), and the like; but may also be a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), a Field Programmable Gate Array (FPGA) or other programmable logic device, discrete gate or transistor logic device, discrete hardware components.
Optionally, in a possible implementation manner, the detection data processing device may be a server with data processing capability, that is, the acquired chip operation data is processed.
With reference to fig. 2, an embodiment of the present invention further provides a chip detection data acquisition method, which can be applied to the detection data processing device. The method steps defined by the relevant flow of the chip detection data acquisition method can be realized by the detection data processing equipment. The detection data processing equipment is in communication connection with target user terminal equipment, and the target user terminal equipment is provided with a target chip.
The specific process shown in FIG. 2 will be described in detail below.
And step 110, acquiring the running data of the target chip on the target user terminal equipment to obtain a plurality of chip running data.
In the embodiment of the present invention, the detection data processing device may first obtain the operation data of the target chip on the target user terminal device, so as to obtain a plurality of chip operation data. Each piece of chip operation data is used for representing whether the target chip is in an operation state in a time period, that is, if the target chip is in an operation state in a time period corresponding to one piece of chip operation data, the target chip is not in an operation state in a time period corresponding to the next piece of chip operation data, and the target chip is in an operation state in a time period corresponding to the next piece of chip operation data.
And 120, classifying the plurality of pieces of chip operating data to obtain a first operating data set and a second operating data set.
In this embodiment of the present invention, after obtaining the plurality of chip operation data based on step 110, the detection data processing device may perform classification processing on the plurality of chip operation data to obtain a first operation data set and a second operation data set. Each piece of chip operation data included in the first operation data set is used for representing that the target chip is in an operation state in a time period, and each piece of chip operation data included in the second operation data set is used for representing that the target chip is not in an operation state in a time period.
Step 130, performing screening processing on the first operation data set and the second operation data set respectively to obtain a first operation data screening set corresponding to the first operation data set and a second operation data screening set corresponding to the second operation data set.
In this embodiment of the present invention, after obtaining the first operation data set and the second operation data set based on step 120, the detection data processing device may perform screening processing on the first operation data set and the second operation data set respectively to obtain a first operation data screening set corresponding to the first operation data set and a second operation data screening set corresponding to the second operation data set.
Based on the steps 110, 120, and 130 included in the above method, after the plurality of pieces of chip operation data are obtained, the plurality of pieces of chip operation data are classified to obtain the first operation data set and the second operation data set, so that the first operation data set and the second operation data set can be respectively filtered to obtain the corresponding first operation data filtering set and second operation data filtering set, that is, the first operation data filtering set and the second operation data filtering set are respectively filtered according to different contents of the representations.
Optionally, in one possible implementation, step 110 may include the following sub-steps:
firstly, determining whether the operation data of the target chip needs to be acquired or not, and generating operation data acquisition notification information when the operation data of the target chip needs to be acquired;
secondly, the operation data acquisition notification information is sent to the target user terminal device, wherein the target user terminal device is used for acquiring the operation data of the target chip after acquiring the operation data acquisition notification information to obtain a plurality of corresponding chip operation data, and sending the plurality of chip operation data to the detection data processing device;
and then, acquiring the plurality of chip operation data acquired and sent by the target user terminal equipment based on the operation data acquisition notification information.
Optionally, in a possible implementation manner, the step of determining whether the operation data of the target chip needs to be collected, and generating operation data collection notification information when it is determined that the operation data of the target chip needs to be collected may include the following sub-steps:
firstly, determining whether the operation data of the target chip needs to be acquired;
secondly, when the operating data of the target chip is determined to be required to be acquired, determining target duration information based on pre-configured data acquisition scale information (to ensure that the acquired data is larger);
then, generating operation data acquisition notification information based on the target duration information, wherein the operation data acquisition notification information includes the target duration information, and the target duration information is used for representing that the acquisition action performed by the target user terminal device continues for the target duration information after the target user terminal device starts to acquire the operation data of the target chip.
That is, the time length for data acquisition is the target time length information.
Optionally, in another possible implementation manner, the step of determining whether the operation data of the target chip needs to be collected, and generating operation data collection notification information when it is determined that the operation data of the target chip needs to be collected may include the following sub-steps:
firstly, determining whether the operation data of the target chip needs to be acquired;
secondly, when the operating data of the target chip is determined to be required to be acquired, determining the number information of a target data based on the pre-configured data acquisition scale information;
and then generating operation data acquisition notification information based on the target data number information, wherein the operation data acquisition notification information includes the target data number information, and the target data number information is used for representing the number of the chip operation data acquired by the target user terminal equipment after the target user terminal equipment starts to acquire the operation data of the target chip.
That is, the number of data acquisition is the target data number information.
Optionally, in one possible implementation, step 120 may include the following sub-steps:
firstly, respectively carrying out data content identification processing on each piece of chip operation data in the plurality of pieces of chip operation data to obtain a corresponding identification result, wherein the identification result is used for representing whether the target chip is in an operation state within a time period of the corresponding chip operation data;
and secondly, classifying the plurality of pieces of chip operating data based on the identification result to obtain a first operating data set and a second operating data set.
Optionally, in a possible implementation manner, the step of performing data content identification processing on each piece of the plurality of pieces of chip operation data to obtain a corresponding identification result may include the following sub-steps:
firstly, acquiring data label information carried by each piece of chip operation data aiming at each piece of chip operation data in the plurality of pieces of chip operation data, wherein the data label information is used for representing whether the target chip is in an operation state within a time period of the corresponding chip operation data, and the data label information is formed when the target user terminal equipment generates the chip operation data; and secondly, respectively taking the data label information carried in each piece of chip operating data as the identification result of the corresponding chip operating data.
Optionally, in one possible implementation, step 130 may include the following sub-steps:
firstly, sequencing the chip operation data included in the first operation data set (such as earlier time) based on the sequence of the time period corresponding to each piece of chip operation data to obtain a first operation data sequence corresponding to the first operation data set;
secondly, sequencing the chip operation data included in the second operation data set (such as earlier time) based on the sequence of the time period corresponding to each piece of chip operation data to obtain a second operation data sequence corresponding to the second operation data set;
then, performing first screening processing on each chip operation data included in the first operation data sequence according to the sequence precedence position relationship therebetween to obtain a corresponding first operation data screening set, and performing second screening processing on each chip operation data included in the second operation data sequence according to the sequence precedence position relationship therebetween to obtain a corresponding second operation data screening set.
Optionally, in a possible implementation manner, the step of performing a first filtering process on each chip operation data included in the first operation data sequence according to a sequence precedence position relationship between the chip operation data and the first operation data sequence to obtain a corresponding first operation data filtering set may include the following sub-steps:
firstly, for each chip operation data except for a first chip operation data included in the first operation data sequence, sequentially determining each chip operation data as a first operation data to be processed based on the sequence position of each chip operation data in the first operation data sequence, and determining whether the previous chip operation data of the first operation data to be processed is screened out;
secondly, if the previous chip operation data of the first operation data to be processed is screened out, determining the first operation data to be processed as target chip operation data, if the previous chip operation data of the first operation data to be processed is not screened out, calculating the interval between the first operation data to be processed and the time period corresponding to the previous chip operation data to obtain time interval length information corresponding to the first operation data to be processed, and determining the size relation between the time interval length information and preset time interval length threshold information;
then, if the time interval length information is greater than the time interval length threshold information, determining the first to-be-processed running data as target chip running data, and if the time interval length information is less than or equal to the time interval length threshold information, determining similarity between the first to-be-processed running data and previous chip running data of the first to-be-processed running data (for example, calculating a length difference value of a corresponding time period, the greater the length difference value is, the smaller the length difference value is, and the greater the similarity is), obtaining corresponding data similarity information, and determining a size relationship between the data similarity information and preconfigured data similarity threshold information;
then, if the data similarity information is smaller than or equal to the data similarity threshold information, determining the first to-be-processed operating data as target chip operating data, and if the data similarity information is larger than the data similarity threshold information, screening out the first to-be-processed operating data;
further, a first operation data screening set is constructed based on each piece of the target chip operation data, namely the first operation data screening set is composed of the target chip operation data.
Optionally, in a possible implementation manner, the step of performing second filtering processing on each chip operation data included in the second operation data sequence according to the sequence precedence position relationship between the chip operation data and the second operation data sequence to obtain a corresponding second operation data filtering set may include the following sub-steps:
firstly, for each chip operation data except for a first chip operation data included in the second operation data sequence, sequentially determining each chip operation data as a second operation data to be processed based on the sequence position of each chip operation data in the second operation data sequence, and determining whether the previous chip operation data of the second operation data to be processed is screened out;
secondly, if the previous chip operation data of the second operation data to be processed is screened out, determining the second operation data to be processed as target chip operation data, if the previous chip operation data of the second operation data to be processed is not screened out, calculating the interval between the second operation data to be processed and the time period corresponding to the previous chip operation data to obtain time interval length information corresponding to the second operation data to be processed, and determining the size relation between the time interval length information and preset time interval length threshold information;
then, if the time interval length information is greater than the time interval length threshold information, determining the second to-be-processed operating data as target chip operating data, and if the time interval length information is less than or equal to the time interval length threshold information, determining similarity between the second to-be-processed operating data and previous chip operating data of the second to-be-processed operating data (for example, calculating a length difference value of a corresponding time period, the greater the length difference value is, the smaller the similarity is, the greater the similarity is), obtaining corresponding data similarity information, and determining a size relationship between the data similarity information and preconfigured data similarity threshold information;
then, if the data similarity information is smaller than or equal to the data similarity threshold information, determining the second to-be-processed operating data as target chip operating data, and if the data similarity information is larger than the data similarity threshold information, screening out the second to-be-processed operating data;
further, a second operation data screening set is constructed based on each piece of the target chip operation data, namely the second operation data screening set is composed of the target chip operation data.
It can be understood that, in the two steps of obtaining the first operation data filtering set and the second operation data filtering set through the filtering, corresponding thresholds may be the same or different, and are determined according to an actual application scenario, which is not specifically limited herein.
Optionally, on the basis of the above example, in one possible implementation, step 120 may further include the following sub-steps:
on one hand, determining whether recovery processing needs to be performed on each chip operation data screened out from the first operation data set or not based on the correlation degree between the chip operation data included in the second operation data set and each chip operation data screened out from the first operation data set, and when the recovery processing needs to be performed, determining the corresponding chip operation data as new target chip operation data to be added into the first operation data screening set to obtain a new first operation data screening set (that is, updating the first operation data screening set obtained in the above step);
on the other hand, based on the correlation between the chip operation data included in the first operation data set and each of the chip operation data screened out from the second operation data set, it is determined whether recovery processing needs to be performed on each of the chip operation data screened out from the second operation data set, and when it is determined that recovery processing needs to be performed, the corresponding chip operation data is determined as new target chip operation data to be added to the second operation data screening set, so as to obtain a new second operation data screening set (that is, the second operation data screening set obtained in the above-mentioned step is updated).
Optionally, in a possible implementation manner, the step of determining whether to perform recovery processing on each chip operation data that is excluded from the first operation data set based on the association degree between the chip operation data included in the second operation data set and each chip operation data that is excluded from the first operation data set may include the following sub-steps:
firstly, constructing and obtaining a corresponding operation data screening sequence according to the sequence of corresponding time periods based on each screened chip operation data in the first operation data set, and segmenting the operation data screening sequence based on data similarity information (as described above) between two adjacent chip operation data in the operation data screening sequence to obtain at least two operation data screening subsequences, wherein the data similarity information between the two chip operation data corresponding to the position where segmentation processing is performed is smaller than a preset threshold value;
secondly, respectively counting the number of data pieces of the chip operation data included by each of the at least two operation data screening subsequences, and constructing a corresponding first data piece number set based on the number of the data pieces;
then, selecting a corresponding number of pieces of chip operation data (i.e., the number of the pieces of chip operation data included in the operation data screening sequence) whose time correlation between a corresponding time period and a time period corresponding to the chip operation data included in the operation data screening sequence satisfies a pre-configured correlation condition (e.g., the interval between the corresponding time period and the time period corresponding to the chip operation data included in the operation data screening sequence is minimum) from the second operation data screening set, constructing a corresponding comparison operation data sequence, and based on data similarity information between two adjacent pieces of chip operation data in the comparison operation data sequence, performing segmentation processing on the comparison operation data sequence to obtain at least two comparison operation data subsequences;
then, respectively counting the number of data pieces of the chip operation data included by each of the at least two comparison operation data subsequences, and constructing a corresponding second data piece set based on the number of the data pieces;
further, for each data number in the first data number set, calculating a similarity between the data number and each data number in the second data number set (e.g., calculating a difference between the data numbers, the smaller the difference, the larger the similarity, the larger the difference, and the smaller the similarity), obtaining corresponding number similarity information, and determining a corresponding related data number in the second data number set based on the number similarity information;
still further, for each of the run data culling subsequences, based on the number of related data corresponding to the number of data corresponding to the run data culling subsequence, determining a target comparison run data subsequence corresponding to the run data culling subsequence in the at least two comparison run data subsequences, and determining a time correlation between the run data culling subsequence and the corresponding target comparison run data subsequence (e.g., calculating an interval between a time period of the run data culling subsequence and a time period of the target comparison run data subsequence, and taking a negative correlation value of the interval as the time correlation);
finally, for each run data screening subsequence, if the time correlation degree between the run data screening subsequence and the corresponding target comparison run data subsequence is greater than or equal to a preset time correlation degree threshold value, it is determined that the chip run data included in the run data screening subsequence needs to be restored, and if the time correlation degree between the run data screening subsequence and the corresponding target comparison run data subsequence is less than the time correlation degree threshold value, it is determined that the chip run data included in the run data screening subsequence does not need to be restored.
It can be understood that, the step of determining whether to perform the recovery processing on each chip operation data that is removed in the second operation data set based on the association degree between the chip operation data included in the first operation data set and each chip operation data that is removed in the second operation data set may refer to the above steps, and is not described in detail herein.
With reference to fig. 3, an embodiment of the present invention further provides a chip detection data acquisition system, which can be applied to the detection data processing device. Wherein, the chip detection data acquisition system may include:
the operation data acquisition module is used for acquiring operation data of the target chip on the target user terminal equipment to obtain a plurality of chip operation data, wherein each chip operation data is used for representing whether the target chip is in an operation state within a time period;
the operating data classification module is used for classifying the plurality of pieces of chip operating data to obtain a first operating data set and a second operating data set, wherein each piece of chip operating data in the first operating data set is used for representing that the target chip is in an operating state within a time period, and each piece of chip operating data in the second operating data set is used for representing that the target chip is not in an operating state within a time period;
and the operation data screening module is used for respectively screening the first operation data set and the second operation data set to obtain a first operation data screening set corresponding to the first operation data set and a second operation data screening set corresponding to the second operation data set.
In summary, according to the chip detection data acquisition method provided by the invention, after the plurality of pieces of chip operation data are obtained, the plurality of pieces of chip operation data are classified to obtain the first operation data set and the second operation data set, so that the first operation data set and the second operation data set can be respectively screened to obtain the corresponding first operation data screening set and second operation data screening set, that is, screening can be respectively performed according to different contents of the representations.
The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims (10)

1. A chip detection data acquisition method is applied to detection data processing equipment, the detection data processing equipment is in communication connection with target user terminal equipment, the target user terminal equipment is provided with a target chip, and the chip detection data acquisition method comprises the following steps:
acquiring operation data of the target chip on the target user terminal equipment to obtain a plurality of chip operation data, wherein each chip operation data is used for representing whether the target chip is in an operation state within a time period;
classifying the plurality of pieces of chip operating data to obtain a first operating data set and a second operating data set, wherein each piece of chip operating data in the first operating data set is used for representing that the target chip is in an operating state in a time period, and each piece of chip operating data in the second operating data set is used for representing that the target chip is not in an operating state in a time period;
and respectively carrying out screening processing on the first operation data set and the second operation data set to obtain a first operation data screening set corresponding to the first operation data set and a second operation data screening set corresponding to the second operation data set.
2. The chip detection data acquisition method according to claim 1, wherein the step of obtaining the operation data of the target chip on the target user terminal device to obtain a plurality of chip operation data comprises:
determining whether the operation data of the target chip needs to be acquired or not, and generating operation data acquisition notification information when the operation data of the target chip needs to be acquired;
sending the operation data acquisition notification information to the target user terminal device, wherein the target user terminal device is used for acquiring the operation data of the target chip after acquiring the operation data acquisition notification information to obtain a plurality of corresponding chip operation data, and sending the plurality of chip operation data to the detection data processing device;
and acquiring the plurality of chip operation data acquired and sent by the target user terminal equipment based on the operation data acquisition notification information.
3. The chip detection data collection method according to claim 2, wherein the step of determining whether the operation data of the target chip needs to be collected and generating operation data collection notification information when it is determined that the operation data of the target chip needs to be collected comprises:
determining whether the operation data of the target chip needs to be acquired;
when the operating data of the target chip is determined to be required to be acquired, determining target duration information based on pre-configured data acquisition scale information;
and generating operation data acquisition notification information based on the target duration information, wherein the operation data acquisition notification information comprises the target duration information, and the target duration information is used for representing the acquisition behavior of the target user terminal equipment after the target user terminal equipment starts to acquire the operation data of the target chip, and the acquisition behavior lasts for the target duration information.
4. The chip detection data collection method according to claim 2, wherein the step of determining whether the operation data of the target chip needs to be collected and generating operation data collection notification information when it is determined that the operation data of the target chip needs to be collected comprises:
determining whether the operation data of the target chip needs to be acquired;
when the operating data of the target chip needs to be acquired, determining target data number information based on pre-configured data acquisition scale information;
and generating operation data acquisition notification information based on the target data number information, wherein the operation data acquisition notification information comprises the target data number information, and the target data number information is used for representing the number of the chip operation data acquired by the target user terminal equipment after the target user terminal equipment starts to acquire the operation data of the target chip.
5. The chip detection data acquisition method according to claim 1, wherein the step of classifying the plurality of chip operation data to obtain a first operation data set and a second operation data set comprises:
respectively carrying out data content identification processing on each piece of chip operation data in the plurality of pieces of chip operation data to obtain corresponding identification results, wherein the identification results are used for representing whether the target chip is in an operation state within a time period of the corresponding chip operation data;
and classifying the plurality of pieces of chip operating data based on the identification result to obtain a first operating data set and a second operating data set.
6. The chip detection data acquisition method according to claim 5, wherein the step of performing data content identification processing on each of the plurality of pieces of chip operation data to obtain a corresponding identification result comprises:
acquiring data label information carried by the chip operation data aiming at each piece of chip operation data in the plurality of pieces of chip operation data, wherein the data label information is used for representing whether the target chip is in an operation state within a time period of the corresponding chip operation data, and the data label information is formed when the target user terminal equipment generates the chip operation data;
and respectively taking the data label information carried in each piece of chip operation data as the identification result of the corresponding chip operation data.
7. The chip detection data acquisition method according to any one of claims 1 to 6, wherein the step of respectively performing screening processing on the first operation data set and the second operation data set to obtain a first operation data screening set corresponding to the first operation data set and a second operation data screening set corresponding to the second operation data set includes:
sequencing the chip operation data included in the first operation data set based on the sequence of the time periods corresponding to each piece of chip operation data to obtain a first operation data sequence corresponding to the first operation data set;
sequencing the chip operation data included in the second operation data set based on the sequence of the time periods corresponding to each piece of chip operation data to obtain a second operation data sequence corresponding to the second operation data set;
performing first screening processing on each chip operation data included in the first operation data sequence according to the sequence precedence position relationship between the chip operation data and the first operation data sequence to obtain a corresponding first operation data screening set;
and performing second screening processing on each chip operation data included in the second operation data sequence according to the sequence precedence position relation between the chip operation data and the second operation data sequence to obtain a corresponding second operation data screening set.
8. The chip detection data acquisition method according to claim 7, wherein the step of performing a first filtering process on each piece of chip operation data included in the first operation data sequence according to a sequence precedence position relationship therebetween to obtain a corresponding first operation data filtering set includes:
for each piece of chip operation data except for the first piece of chip operation data in the first operation data sequence, sequentially determining each piece of chip operation data as first to-be-processed operation data based on the sequence position of each piece of chip operation data in the first operation data sequence, and determining whether the previous piece of chip operation data of the first to-be-processed operation data is screened out;
if the previous chip operation data of the first to-be-processed operation data is screened out, determining the first to-be-processed operation data as target chip operation data, if the previous chip operation data of the first to-be-processed operation data is not screened out, calculating an interval between time periods corresponding to the first to-be-processed operation data and the previous chip operation data to obtain time interval length information corresponding to the first to-be-processed operation data, and determining a size relation between the time interval length information and preset time interval length threshold information;
if the time interval length information is greater than the time interval length threshold information, determining the first to-be-processed operating data as target chip operating data, if the time interval length information is less than or equal to the time interval length threshold information, determining the similarity between the first to-be-processed operating data and the previous chip operating data of the first to-be-processed operating data to obtain corresponding data similarity information, and determining the size relationship between the data similarity information and pre-configured data similarity threshold information;
if the data similarity information is less than or equal to the data similarity threshold information, determining the first to-be-processed operating data as target chip operating data, and if the data similarity information is greater than the data similarity threshold information, screening out the first to-be-processed operating data;
and constructing a first operation data screening set based on each piece of the target chip operation data.
9. The chip detection data acquisition method according to claim 7, wherein the step of performing second filtering processing on each piece of chip operation data included in the second operation data sequence according to the sequence precedence position relationship therebetween to obtain a corresponding second operation data filtering set includes:
for each piece of chip operation data of the second operation data sequence except for the first piece of chip operation data, sequentially determining each piece of chip operation data as second operation data to be processed based on the sequence position of each piece of chip operation data in the second operation data sequence, and determining whether the previous piece of chip operation data of the second operation data to be processed is screened out;
if the previous chip operation data of the second operation data to be processed is screened out, determining the second operation data to be processed as target chip operation data, if the previous chip operation data of the second operation data to be processed is not screened out, calculating the interval between the second operation data to be processed and the time period corresponding to the previous chip operation data to obtain time interval length information corresponding to the second operation data to be processed, and determining the size relation between the time interval length information and preset time interval length threshold information;
if the time interval length information is greater than the time interval length threshold information, determining the second to-be-processed operating data as target chip operating data, if the time interval length information is less than or equal to the time interval length threshold information, determining the similarity between the second to-be-processed operating data and the previous chip operating data of the second to-be-processed operating data to obtain corresponding data similarity information, and determining the size relationship between the data similarity information and pre-configured data similarity threshold information;
if the data similarity information is less than or equal to the data similarity threshold information, determining the second to-be-processed operating data as target chip operating data, and if the data similarity information is greater than the data similarity threshold information, screening out the second to-be-processed operating data;
and constructing a second operation data screening set based on each piece of the target chip operation data.
10. The chip detection data acquisition method according to claim 7, wherein the step of respectively performing screening processing on the first operation data set and the second operation data set to obtain a first operation data screening set corresponding to the first operation data set and a second operation data screening set corresponding to the second operation data set further comprises:
determining whether each of the screened chip operation data in the first operation data set needs to be restored or not based on the correlation between the chip operation data included in the second operation data set and each of the screened chip operation data in the first operation data set, and when the restoration is determined to be needed, determining the corresponding chip operation data as new target chip operation data and adding the new target chip operation data into the first operation data screening set to obtain a new first operation data screening set;
determining whether each of the screened chip operation data in the second operation data set needs to be restored or not based on the correlation between the chip operation data included in the first operation data set and each of the screened chip operation data in the second operation data set, and when it is determined that the restoration processing needs to be performed, determining the corresponding chip operation data as new target chip operation data and adding the new target chip operation data into the second operation data screening set to obtain a new second operation data screening set.
CN202110999924.7A 2021-08-27 2021-08-27 Chip detection data acquisition method Withdrawn CN113672444A (en)

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Application publication date: 20211119