CN114518991A - Method and device for counting CPU utilization rate - Google Patents

Method and device for counting CPU utilization rate Download PDF

Info

Publication number
CN114518991A
CN114518991A CN202011295305.1A CN202011295305A CN114518991A CN 114518991 A CN114518991 A CN 114518991A CN 202011295305 A CN202011295305 A CN 202011295305A CN 114518991 A CN114518991 A CN 114518991A
Authority
CN
China
Prior art keywords
interrupt
cpu utilization
task
frequency
counting
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202011295305.1A
Other languages
Chinese (zh)
Inventor
林青
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
China Mobile Communications Group Co Ltd
China Mobile IoT Co Ltd
Original Assignee
China Mobile Communications Group Co Ltd
China Mobile IoT Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by China Mobile Communications Group Co Ltd, China Mobile IoT Co Ltd filed Critical China Mobile Communications Group Co Ltd
Priority to CN202011295305.1A priority Critical patent/CN114518991A/en
Publication of CN114518991A publication Critical patent/CN114518991A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/34Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3452Performance evaluation by statistical analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/3003Monitoring arrangements specially adapted to the computing system or computing system component being monitored
    • G06F11/3024Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system component is a central processing unit [CPU]
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/3089Monitoring arrangements determined by the means or processing involved in sensing the monitored data, e.g. interfaces, connectors, sensors, probes, agents
    • G06F11/3093Configuration details thereof, e.g. installation, enabling, spatial arrangement of the probes
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/3089Monitoring arrangements determined by the means or processing involved in sensing the monitored data, e.g. interfaces, connectors, sensors, probes, agents
    • G06F11/3096Monitoring arrangements determined by the means or processing involved in sensing the monitored data, e.g. interfaces, connectors, sensors, probes, agents wherein the means or processing minimize the use of computing system or of computing system component resources, e.g. non-intrusive monitoring which minimizes the probe effect: sniffing, intercepting, indirectly deriving the monitored data from other directly available data
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/34Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3466Performance evaluation by tracing or monitoring
    • G06F11/3476Data logging
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02DCLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
    • Y02D10/00Energy efficient computing, e.g. low power processors, power management or thermal management

Abstract

The invention provides a method and a device for counting CPU utilization rate, wherein the method comprises the following steps: after the interrupt timer is started, interrupting the operating system according to the interrupt frequency of the interrupt timer; acquiring the state of each task in the operating system at the interruption time, and counting the state of each task at each interruption time to obtain a count value; and after the interrupt timer is closed, calculating the CPU utilization rate of each task according to the interrupt frequency and the count value of each task. The invention realizes that the CPU utilization rate is counted, no additional hardware is needed, no operating system source code is needed to be modified, the system can be closed at any time, all conditions of the whole system can be covered, and the system operation and the performance are not influenced at ordinary times.

Description

Method and device for counting CPU utilization rate
Technical Field
The embodiment of the invention relates to the field of embedded software programming, in particular to a method and a device for counting CPU utilization rate.
Background
In a real-time operating system, the specific conditions of the CPU (Central Processing Unit) utilization, including the CPU utilization of each task, interrupt, and kernel, need to be known. CPU utilization is mainly used in three areas: the auxiliary real-time system reasonably designs the priority of each task to achieve the purpose of real-time schedulability; optimizing the performance: the method can help to carry out targeted analysis on the tasks occupying high CPU utilization rate and provide an optimization scheme; the situation of abnormal CPU occupancy rate caused by the design and coding problems of programmers is often encountered in engineering, and the faults can be checked by means of CPU utilization rate statistics.
However, the prior art has the following disadvantages: the CPU utilization rate is counted by adopting additional independent hardware, so that the hardware cost is increased, and the debugging field does not have operability in many times due to the need of adding a hardware device; the calculated CPU utilization rate is a physical utilization rate, and is not fine enough, so that the method has little significance for solving engineering problems. The statistical function provided by the operating system is utilized to indirectly count the CPU utilization rate, the operating system is required to provide the statistical function, if the operating system does not provide the corresponding statistical function, the source code of the operating system needs to be modified, the principle of the modified operating system needs to be deeply known, the technical difficulty is high, and the operating system is easy to be unstable and is not easy to be paid once the operating system is modified by mistake.
Therefore, it is very important to design a method for counting the CPU utilization rate with good performance and no os dependency for real-time os.
Disclosure of Invention
The embodiment of the invention provides a method and a device for counting the utilization rate of a CPU (Central processing Unit), which are used for solving the problem that the utilization rate of the CPU can not be accurately counted without dependency because additional hardware needs to be added or source codes of an operating system need to be modified when the utilization rate of the CPU is counted.
In order to solve the technical problem, the invention is realized as follows:
in a first aspect, an embodiment of the present invention provides a method for counting a CPU utilization, including:
after the interrupt timer is started, interrupting the operating system according to the interrupt frequency of the interrupt timer;
acquiring the state of each task in the operating system at the interruption time, and counting the state of each task at each interruption time to obtain a count value;
and after the interrupt timer is closed, calculating the CPU utilization rate of each task according to the interrupt frequency and the count value of each task.
Optionally, before starting the interrupt timer, the method further includes: the interrupt frequency is set.
Optionally, the setting the interrupt frequency includes: and in a T period, floating the interrupt frequency up or down to a preset value to obtain a prime number closest to the interrupt frequency preset value.
Optionally, the states of the task include: an in-service state and an interrupt state.
Optionally, the interrupt frequency is denoted as F, and the count value is denoted as Fe; the CPU utilization rate in the period T is Fe/F multiplied by 100%.
In a second aspect, an embodiment of the present invention provides an apparatus for counting CPU utilization, including:
the interrupt module is used for interrupting the operating system according to the interrupt frequency of the interrupt timer after the interrupt timer is started;
the counting module is used for acquiring the state of each task in the operating system at the interruption moment, and counting the state of each task at each interruption moment to obtain a count value;
and the calculating module is used for calculating the CPU utilization rate of each task according to the interrupt frequency and the counting value of each task after the interrupt timer is closed.
Optionally, the first processing module is configured to set an interrupt frequency.
Optionally, the first processing module includes: and the first processing submodule is used for floating the interrupt frequency upwards or downwards to a preset value in a T period to obtain a prime number closest to the preset value of the interrupt frequency.
In a third aspect, an electronic device is provided, which includes: a processor, a memory and a program stored on the memory and executable on the processor, the program, when executed by the processor, implementing the steps of the method of statistical CPU utilization as described in the first aspect.
In a fourth aspect, a computer-readable storage medium is provided, wherein the computer-readable storage medium has stored thereon a computer program, which when executed by a processor, implements the steps of the method for calculating CPU utilization according to the first aspect.
In the embodiment of the invention, the operating system is suspended by adopting a timed interrupt mode, and the running condition of the operating system is observed in the interrupt process, so that the utilization rate of the CPU is counted, no additional hardware is required to be added, and the source code of the operating system is not required to be modified, so that the counting process does not influence the running of the system, and meanwhile, the accuracy of counting the utilization rate of the CPU is improved by adopting a mode of dynamically adjusting the interrupt frequency.
Drawings
Various other advantages and benefits will become apparent to those of ordinary skill in the art upon reading the following detailed description of the preferred embodiments. The drawings are only for purposes of illustrating the preferred embodiments and are not to be construed as limiting the invention. Also, like reference numerals are used to refer to like parts throughout the drawings. In the drawings:
fig. 1 is a schematic flow chart of a method for calculating a CPU utilization according to an embodiment of the present invention;
fig. 2 is a schematic diagram of an apparatus for calculating CPU utilization according to an embodiment of the present invention;
fig. 3 is an architecture diagram of an electronic device according to an embodiment of the present invention.
Detailed Description
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 some, not all, embodiments of the present 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.
Referring to fig. 1, an embodiment of the present invention provides a method for counting a CPU utilization, including:
step 11: after the interrupt timer is started, interrupting the operating system according to the interrupt frequency of the interrupt timer;
step 12: acquiring the state of each task in the operating system at the interruption time, and counting the state of each task at each interruption time to obtain a count value;
step 13: and after the interrupt timer is closed, calculating the CPU utilization rate of each task according to the interrupt frequency and the count value of each task.
In the embodiment of the invention, the CPU utilization rate is counted in a period T, the period T is artificially set according to specific application and business requirements, in the step 11, the interrupt frequency is preset, the higher the interrupt frequency of the timer is set, the smaller the observation gap is, the more accurate the counted CPU utilization rate is, the more the counted CPU utilization rate is, but the too high interrupt frequency can cause a great amount of CPU time consumption in the process of processing the timed interrupt, so that the deviation of the counted result is caused; because the resolution of the CPU utilization rate is one percent, and the precision requirement is not high, the interrupt frequency selected and set in the embodiment of the invention is 1000HZ, the observation precision provided by the interrupt frequency is enough, and the burden on the system can be ignored; in step 12, the state of each task in the operating system at the time of interruption is obtained through an API function provided by the operating system.
In the embodiment of the invention, the operating system is suspended by adopting a timed interrupt mode, and the running condition of the operating system is observed in the interrupt process, so that the utilization rate of a CPU is counted, additional hardware is not required to be added, and the source code of the operating system is not required to be modified, so that the counting process does not influence the running of the system.
In this embodiment of the present invention, optionally, before starting the interrupt timer, the method further includes: the interrupt frequency is set.
In this embodiment of the present invention, optionally, the setting the interrupt frequency includes: and in a T period, floating the interrupt frequency up or down to a preset value to obtain a prime number closest to the preset value of the interrupt frequency.
In the embodiment of the present invention, in order to solve the problem that the timer frequency and the periodic task operating frequency are easily in a multiple relationship due to a large number of periodic tasks in the operating system, a solution for dynamically adjusting the interrupt frequency is provided, and the interrupt frequency is floated up and down to an adjacent prime number, for example: the preset value of the interrupt frequency is 1000HZ, the interrupt frequency can float upwards to 1001HZ or float downwards to 997HZ in one period, and the number of times of upward floating and the number of times of downward floating of the interrupt frequency are basically consistent, so that the operating frequency of periodic tasks is avoided, and the reliability of CPU utilization rate statistics is improved.
In this embodiment of the present invention, optionally, the state of the task includes: an in-service state and an interrupt state.
In the embodiment of the present invention, optionally, the interrupt frequency is denoted as F, and the count value is denoted as Fe; the CPU utilization rate in the period T is Fe/F multiplied by 100%.
In the embodiment of the invention, the operating system is suspended by adopting a timed interrupt mode, and the running condition of the operating system is observed in the interrupt process, so that the utilization rate of the CPU is counted, no additional hardware is required to be added, and the source code of the operating system is not required to be modified, so that the counting process does not influence the running of the system, and meanwhile, the accuracy of counting the utilization rate of the CPU is improved by adopting a mode of dynamically adjusting the interrupt frequency.
Referring to fig. 2, an embodiment of the present invention provides a device for counting CPU utilization, including:
an interrupt module 21, configured to interrupt the operating system according to an interrupt frequency of the interrupt timer after the interrupt timer is started;
the counting module 22 is configured to obtain the state of each task in the operating system at the interrupt time, and count the state of each task at each interrupt time to obtain a count value;
and the calculating module 23 is configured to calculate the CPU utilization of each task according to the interrupt frequency and the count value of each task after the interrupt timer is turned off.
In the embodiment of the invention, the CPU utilization rate is counted in a period T, the period T is manually set according to specific application and service requirements, in an interrupt module 21, the interrupt frequency is preset, the higher the interrupt frequency of a timer is set, the smaller the observation gap is, the more accurate the counted CPU utilization rate is, the more real the counted CPU utilization rate is, but the too high interrupt frequency can cause a great amount of CPU time consumption in the process of processing timed interrupt, so that the deviation of the counted result occurs; because the resolution of the CPU utilization rate is one percent, and the precision requirement is not high, the interrupt frequency selected and set in the embodiment of the invention is 1000HZ, the observation precision provided by the interrupt frequency is enough, and the burden on the system can be ignored; in the counting module 22, the state of each task in the operating system at the time of interruption is obtained through an API function provided by the operating system.
In the embodiment of the invention, the operating system is suspended by adopting a timed interrupt mode, and the running condition of the operating system is observed in the interrupt process, so that the utilization rate of a CPU is counted, additional hardware is not required to be added, and the source code of the operating system is not required to be modified, so that the counting process does not influence the running of the system.
In the embodiment of the present invention, optionally, the first processing module is configured to set an interrupt frequency.
In this embodiment of the present invention, optionally, the first processing module includes: and the first processing submodule is used for floating the interrupt frequency to a preset value upwards or downwards in a T period to obtain a prime number closest to the preset value of the interrupt frequency.
In the embodiment of the present invention, in order to solve the problem that the timer frequency and the periodic task operating frequency are likely to have a multiple relationship due to a large number of periodic tasks in the operating system, a solution for dynamically adjusting the interrupt frequency is provided, and the interrupt frequency is floated up and down to an adjacent prime number, for example: the preset value of the interrupt frequency is 1000HZ, the interrupt frequency can float upwards to 1001HZ or float downwards to 997HZ in one period, and the number of times of upward floating and the number of times of downward floating of the interrupt frequency are basically consistent, so that the operating frequency of periodic tasks is avoided, and the reliability of CPU utilization rate statistics is improved.
In the embodiment of the invention, the operating system is suspended by adopting a timed interrupt mode, and the running condition of the operating system is observed in the interrupt process, so that the utilization rate of the CPU is counted, no additional hardware is required to be added, and the source code of the operating system is not required to be modified, so that the counting process does not influence the running of the system, and meanwhile, the accuracy of counting the utilization rate of the CPU is improved by adopting a mode of dynamically adjusting the interrupt frequency.
Referring to fig. 3, an embodiment of the present invention further provides an electronic device 30, which includes a processor 31, a memory 32, and a computer program stored in the memory 32 and capable of running on the processor 31, where the computer program, when executed by the processor 31, implements the processes of the method for calculating a CPU utilization ratio in the embodiment, and can achieve the same technical effects, and therefore, the descriptions are omitted here to avoid repetition.
The embodiment of the present invention further provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the computer program implements each process of the above method for calculating a CPU utilization rate, and can achieve the same technical effect, and in order to avoid repetition, details are not repeated here. The computer-readable storage medium may be a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk.
It should be noted that, in this document, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.
Through the description of the foregoing embodiments, it is clear to those skilled in the art that the method of the foregoing embodiments may be implemented by software plus a necessary general hardware platform, and certainly may also be implemented by hardware, but in many cases, the former is a better implementation. Based on such understanding, the technical solutions of the present invention or portions thereof contributing to the prior art may be embodied in the form of a software product, which is stored in a storage medium (such as ROM/RAM, magnetic disk, optical disk) and includes instructions for enabling a terminal (such as a mobile phone, a computer, a server, an air conditioner, or an electronic device) to execute the methods according to the embodiments of the present invention.
While the present invention has been described with reference to the embodiments shown in the drawings, the present invention is not limited to the embodiments, which are illustrative and not restrictive, and it will be apparent to those skilled in the art that various changes and modifications can be made therein without departing from the spirit and scope of the invention as defined in the appended claims.

Claims (10)

1. A method for counting CPU utilization, comprising:
after the interrupt timer is started, interrupting the operating system according to the interrupt frequency of the interrupt timer;
acquiring the state of each task in the operating system at the interruption time, and counting the state of each task at each interruption time to obtain a count value;
and after the interrupt timer is closed, calculating the CPU utilization rate of each task according to the interrupt frequency and the count value of each task.
2. The method of claim 1, wherein starting the interrupt timer further comprises:
the interrupt frequency is set.
3. The method of claim 2, wherein setting the interrupt frequency comprises:
and in a T period, floating the interrupt frequency up or down to a preset value to obtain a prime number closest to the interrupt frequency preset value.
4. The method of claim 1, wherein the CPU utilization is measured,
the states of the tasks include: an in-service state and an interrupt state.
5. The method of claim 3, wherein the CPU utilization is measured,
the interruption frequency is recorded as F, and the counting value is recorded as Fe;
the CPU utilization rate in the period T is Fe/F multiplied by 100%.
6. An apparatus for counting CPU utilization, comprising:
the interrupt module is used for interrupting the operating system according to the interrupt frequency of the interrupt timer after the interrupt timer is started;
the counting module is used for acquiring the state of each task in the operating system at the interruption moment, and counting the state of each task at each interruption moment to obtain a count value;
and the calculating module is used for calculating the CPU utilization rate of each task according to the interrupt frequency and the counting value of each task after the interrupt timer is closed.
7. The apparatus for statistics of CPU utilization according to claim 6, further comprising:
the first processing module is used for setting the interrupt frequency.
8. The apparatus according to claim 7, wherein the first processing module comprises:
and the first processing submodule is used for floating the interrupt frequency to a preset value upwards or downwards in a T period to obtain a prime number closest to the preset value of the interrupt frequency.
9. An electronic device, comprising: processor, memory and program stored on the memory and executable on the processor, which when executed by the processor implements the steps of the method of statistical CPU utilization according to any one of claims 1 to 8.
10. A computer-readable storage medium, having stored thereon a computer program which, when being executed by a processor, carries out the steps of the method of statistical CPU utilization according to any one of claims 1 to 8.
CN202011295305.1A 2020-11-18 2020-11-18 Method and device for counting CPU utilization rate Pending CN114518991A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202011295305.1A CN114518991A (en) 2020-11-18 2020-11-18 Method and device for counting CPU utilization rate

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202011295305.1A CN114518991A (en) 2020-11-18 2020-11-18 Method and device for counting CPU utilization rate

Publications (1)

Publication Number Publication Date
CN114518991A true CN114518991A (en) 2022-05-20

Family

ID=81594114

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202011295305.1A Pending CN114518991A (en) 2020-11-18 2020-11-18 Method and device for counting CPU utilization rate

Country Status (1)

Country Link
CN (1) CN114518991A (en)

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101344865A (en) * 2008-08-15 2009-01-14 中兴通讯股份有限公司 CPU occupancy rate measuring method and apparatus
CN107832157A (en) * 2017-12-13 2018-03-23 深圳天珑无线科技有限公司 Dynamic power supply management method, mobile terminal and storage medium
CN108681498A (en) * 2018-03-23 2018-10-19 维沃移动通信有限公司 A kind of monitoring method of CPU usage, device and mobile terminal
CN110990229A (en) * 2019-12-17 2020-04-10 北京天融信网络安全技术有限公司 System information acquisition method and device
CN111552614A (en) * 2020-04-28 2020-08-18 杭州迪普科技股份有限公司 Statistical method and device for CPU utilization rate

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101344865A (en) * 2008-08-15 2009-01-14 中兴通讯股份有限公司 CPU occupancy rate measuring method and apparatus
CN107832157A (en) * 2017-12-13 2018-03-23 深圳天珑无线科技有限公司 Dynamic power supply management method, mobile terminal and storage medium
CN108681498A (en) * 2018-03-23 2018-10-19 维沃移动通信有限公司 A kind of monitoring method of CPU usage, device and mobile terminal
CN110990229A (en) * 2019-12-17 2020-04-10 北京天融信网络安全技术有限公司 System information acquisition method and device
CN111552614A (en) * 2020-04-28 2020-08-18 杭州迪普科技股份有限公司 Statistical method and device for CPU utilization rate

Similar Documents

Publication Publication Date Title
US9392022B2 (en) Methods and apparatus to measure compliance of a virtual computing environment
JP5692414B2 (en) Detection device, detection program, and detection method
CN104298549A (en) Method and device for cleaning application programs in mobile terminal and mobile terminal
EP3629182A2 (en) Generating a test script execution order
CN109739527B (en) Method, device, server and storage medium for client gray scale release
CN108021405B (en) Method and device for driving storage medium in SOC system starting process
CN106020984B (en) Method and device for creating process in electronic equipment
CN112612644A (en) Host data backup method, device, storage medium and device
CN113992525A (en) Method and device for adjusting number of applied containers
CN111426804A (en) Method and device for judging ozone generation sensitivity based on observation data
CN109634822B (en) Function time consumption statistical method and device, storage medium and terminal equipment
CN108509774B (en) Data processing method and device, electronic equipment and storage medium
CN114518991A (en) Method and device for counting CPU utilization rate
CN110855484B (en) Method, system, electronic device and storage medium for automatically detecting traffic change
CN112634973A (en) Data rereading method and system of storage medium, terminal device and storage medium
CN107291614B (en) File abnormity detection method and electronic equipment
US20210182155A1 (en) Method for managing backup system, electronic device and computer program product
CN110008098B (en) Method and device for evaluating operation condition of nodes in business process
CN114801868A (en) Method, device, equipment and medium for dynamically correcting available power of battery
CN112527614A (en) Intelligent device log quantity early warning system and method
CN111367640B (en) Data statistics period determining method and device, electronic equipment and storage medium
CN111352852A (en) Regression test case selection method and device
CN111143073A (en) Management method, equipment and storage medium of virtualized resources
CN110704220A (en) Method, device and equipment for adjusting fusing parameters
CN111967781B (en) Impact assessment method and device for system transformation

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination