CN106909482A - A kind of method and device of solid-state disk service life detection - Google Patents

A kind of method and device of solid-state disk service life detection Download PDF

Info

Publication number
CN106909482A
CN106909482A CN201710117401.9A CN201710117401A CN106909482A CN 106909482 A CN106909482 A CN 106909482A CN 201710117401 A CN201710117401 A CN 201710117401A CN 106909482 A CN106909482 A CN 106909482A
Authority
CN
China
Prior art keywords
analysis
hard disc
solid state
state hard
parameter
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
CN201710117401.9A
Other languages
Chinese (zh)
Inventor
王立斌
杜彦魁
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.)
Zhengzhou Yunhai Information Technology Co Ltd
Original Assignee
Zhengzhou Yunhai Information Technology 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 Zhengzhou Yunhai Information Technology Co Ltd filed Critical Zhengzhou Yunhai Information Technology Co Ltd
Priority to CN201710117401.9A priority Critical patent/CN106909482A/en
Publication of CN106909482A publication Critical patent/CN106909482A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/22Detection or location of defective computer hardware by testing during standby operation or during idle time, e.g. start-up testing
    • G06F11/2205Detection 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

Landscapes

  • Engineering & Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Hardware Design (AREA)
  • Quality & Reliability (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Debugging And Monitoring (AREA)

Abstract

The embodiment of the invention discloses a kind of method of solid-state disk service life detection, the method includes:Obtain self detection, analysis and the report information of solid state hard disc;The information of the life-span relevant parameter of the solid state hard disc is chosen, the numerical value of the parameter is obtained;If the numerical value of the parameter is more than preset critical, control alarm.As can be seen here, the present embodiment is alerted the solid-state disk service life related parameter values of acquisition and preset critical comparative analysis, compensate for detect under K UX operating systems the deficiency of solid-state disk service life.Additionally, the invention also discloses a kind of device of solid-state disk service life detection.

Description

A kind of method and device of solid-state disk service life detection
Technical field
The present invention relates to technical field of data processing, more particularly to the method and device that a kind of solid-state disk service life is detected.
Background technology
K-UX operating systems are a operating system that Sina is based on unix system research and developments, are Chinese first item, the world the Five sections by the operating systems of unix03 standard authentications, with it is reliable and stable, extensive compatible the characteristics of.
Now, we are commonly used solid state hard disc, and solid state hard disc its outward appearance can be made into various apperances, example Such as:The patterns such as laptop hard, micro harddisk, storage card, USB flash disk.Solid state hard disc is not forever to use, but each is hard Disk has certain life-span, and the life-span of most solid state hard disc is relevant with flash capacity, flash memory particle and working environment, at present The flash memory particle of most hard disk has the limitation of erasable number of times, when erasable number of times gradually increases, the wind of solid state hard disc bad block Danger is also gradually aggravated, and the total erasable number of times of solid state hard disc is generally equivalent to the product of its erasable number of times and actual capacity, reaches certain Limit hard disk just cannot write again, life-span of solid state hard disc also just ends.For example, the erasable number of times of the 64G to commonly use It is commonly as a example by the solid state hard disc of 3000 times or so, erasable total amount of data is 64G × 3000=192000G, if daily The data of 100G sizes are deposited in this solid state hard disc, can be 192000/100=1920 days with number of days, that is, its life-span It is 1920/366=5.25.
Inventor has found by research, although K-UX operating systems can automatically be monitored and process 120 kinds of failures, Solid state hard disc service life detection process aspect and imperfection, it is impossible to detect the life-span of hard disk.
The content of the invention
The technical problems to be solved by the invention are to provide a kind of method and device of hard disk life-span detection, by described Self-monitoring, analysis and report information obtain the numerical value of the parameter, if the numerical value of the parameter is more than preset critical time control System alarm, compensate for detect under K-UX operating systems the deficiency of solid-state disk service life
In a first aspect, the embodiment of the invention provides a kind of method of hard disk life-span detection, the method includes:
Obtain self detection, analysis and the report information of solid state hard disc;
The information of the life-span relevant parameter of the solid state hard disc is chosen, the numerical value of the parameter is obtained;
If the numerical value of the parameter is more than preset critical, control alarm.
Preferably, before self detection, analysis and the report information for obtaining hard disk, also include:
According to Monitoring instruction, the ruuning situation of the solid state hard disc is carried out using self detection, analysis and reporting techniques Monitoring.
Preferably, the parameter includes:The average erasable number of times of flash memory particle or bad number of blocks.
Preferably, the control alarm is specially:Warning information output is alerted to system journal.
Preferably, self detection, analysis and the report information for obtaining solid state hard disc is specially:Detected by self, The instrument of analysis and report obtains self detection, analysis and the report information of solid state hard disc.
Second aspect, the embodiment of the invention provides a kind of device of solid-state disk service life detection, including:
Acquiring unit, self detection, analysis and report information for obtaining solid state hard disc;
Obtaining unit, the information of the life-span relevant parameter for choosing the solid state hard disc obtains the numerical value of the parameter;
Control unit, if being more than preset critical, control alarm for the numerical value of the parameter.
Preferably, also include:
Monitoring unit, for according to Monitoring instruction, using self detection, analysis and reporting techniques to the solid state hard disc Ruuning situation is monitored.
Preferably, the parameter includes:The average erasable number of times of flash memory particle and/or bad number of blocks.
Preferably, described control unit includes output subelement, specifically for warning information output is entered to system journal Row alarm.
Preferably, the acquiring unit is hard specifically for taking acquisition solid-state by self detection, analysis and the instrument reported Disk self detection, analysis and report information.Compared with prior art, the present invention at least has advantages below:
Using the technical scheme of the embodiment of the present invention, solid state hard disc is obtained by self-monitoring, analysis and reporting techniques Self-monitoring, analysis and report information, relevant solid-state disk service life is selected from the self-monitoring, analysis and report information The information of parameter, obtains the numerical value of the parameter, and the numerical value of the parameter and preset critical are compared, if the parameter When numerical value is more than preset critical, control alarm.As can be seen here, the solid-state disk service life related parameter values that the present embodiment will be obtained Alerted with preset critical comparative analysis, compensate for detect under K-UX operating systems the deficiency of solid-state disk service life.
Brief description of the drawings
In order to illustrate more clearly of the embodiment of the present application or technical scheme of the prior art, below will be to embodiment or existing The accompanying drawing to be used needed for having technology description is briefly described, it should be apparent that, drawings in the following description are only this Some embodiments described in application, for those of ordinary skill in the art, on the premise of not paying creative work, Other accompanying drawings can also be obtained according to these accompanying drawings.
System framework schematic diagrames of the Fig. 1 involved by a kind of application scenarios in the embodiment of the present invention;
Fig. 2 is a kind of schematic flow sheet of the method for solid-state disk service life detection provided in an embodiment of the present invention;
Fig. 3 is the schematic flow sheet of the method for another solid-state disk service life detection provided in an embodiment of the present invention;
Fig. 4 is a kind of structural representation of the device of solid-state disk service life detection provided in an embodiment of the present invention.
Specific embodiment
In order that those skilled in the art more fully understand the present invention program, below in conjunction with the embodiment of the present invention Accompanying drawing, is clearly and completely described to the technical scheme in the embodiment of the present invention, it is clear that described embodiment is only this A part of embodiment is invented, rather than whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art exist The every other embodiment obtained under the premise of creative work is not made, the scope of protection of the invention is belonged to.
Inventor has found by research, although K-UX operating systems can automatically be monitored and process 120 kinds of failures, Solid state hard disc service life detection process aspect and imperfection, it is impossible to detect the life-span of hard disk.
In order to solve this problem, in embodiments of the present invention, solid-state is obtained by self-monitoring, analysis and reporting techniques The self-monitoring of hard disk, analysis and report information, relevant solid state hard disc is selected from the self-monitoring, analysis and report information The information of the parameter in life-span, obtains the numerical value of the parameter, and the numerical value of the parameter and preset critical are compared, if described When the numerical value of parameter is more than preset critical, control alarm.
For example, one of scene of the embodiment of the present invention, can be applied in scene as shown in Figure 1.The scene Middle server 101 and solid state hard disc 102, wherein, server 101 and solid state hard disc 102 can be interacted.Server 101 obtains solid State hard disk 102 self detection, analysis and report information;Server 101 chooses the life-span relevant parameter of the solid state hard disc 102 Information, obtain the numerical value of the parameter;If the numerical value of the parameter is more than preset critical, the control alarm of server 101.
It is understood that in above-mentioned application scenarios, although by the action description of embodiment of the present invention by server 101 perform.The present invention is unrestricted in terms of executive agent, as long as performing action disclosed in embodiment of the present invention i.e. Can.
It is understood that above-mentioned scene is only a Sample Scenario provided in an embodiment of the present invention, the embodiment of the present invention It is not limited to this scene.
Below in conjunction with the accompanying drawings, method, the dress of planning navigation terminal in the embodiment of the present invention are described in detail by embodiment Put the specific implementation with equipment.
Illustrative methods
Referring to Fig. 2, a kind of schematic flow sheet of the method for solid-state disk service life detection in the embodiment of the present invention is shown. In the present embodiment, methods described for example may comprise steps of:
Step 201:Obtain self detection, analysis and the report information of solid state hard disc.
It is understood that self-monitoring, analysis and reporting techniques (English:Self-Monitoring Analysis And Reporting Technology, abbreviation:S.M.A.R.T) can be to the magnetic head of solid state hard disc, disc, motor, circuit Ruuning situation is analyzed, therefore under the instruction of Monitoring instruction, it is possible to use self-monitoring, analysis and reporting techniques are to solid-state Hard disk is monitored self-monitoring, analysis and the report information for obtaining solid state hard disc.In some implementation methods of the present embodiment, Before self detection, analysis and report information in the acquisition hard disk, for example, can also include:According to Monitoring instruction, utilize Self detection, analysis and reporting techniques are monitored to the ruuning situation of the solid state hard disc.
Step 202:The information of the life-span relevant parameter of the solid state hard disc is chosen, the numerical value of the parameter is obtained.
It should be noted that generally, the life-span of solid state hard disc can use the average of the flash memory particle of solid state hard disc The bad number of blocks of erasable number of times or solid state hard disc represents that the average erasable number of times of the flash memory particle of the solid state hard disc refers to Using all of flash memory particle till now by erasable average time, the bad number of blocks of the solid state hard disc refers to solid to solid state hard disc The quantity of the block broken down in state hard disk, i.e., the number of the block that erasable number of times can not be reused too much or other reasonses are damaged Amount, the average erasable number of times critical value for presetting flash memory particle is different with default bad number of blocks critical value, because we concern The life-span of solid state hard disc, as long as therefore from self detection, analysis and report information in choose flash memory particle average erasable number of times Or the information of bad number of blocks can be obtained by the present service condition of solid state hard disc.In the present embodiment, the parameter includes:Dodge Deposit the average erasable number of times or bad number of blocks of particle.
Step 203:If the numerical value of the parameter is more than preset critical, control alarm.
After the average erasable number of times or the numerical value of bad number of blocks for obtaining flash memory particle, if the flash memory particle is average The numerical value of erasable number of times is more than the average erasable number of times critical value of default flash memory particle, control alarm;If the bad number of blocks Numerical value is more than presets bad number of blocks critical value, control alarm.For example, the solid state hard disc erasable number of times of flash memory particle can be set 30%th, 60% and 90% is the average erasable number of times critical value of first, second, and third default flash memory particle, that is, have multiple differences Preset critical, can have multiple different alarms for multiple different critical values.
If setting preset critical is safety value, the numerical value of the parameter is more than preset critical, that is, the ginseng for obtaining Several numerical value has exceeded safety value, now needs to tell that user is continuing with solid state hard disc risky, dangerous.If setting default Critical value is a part for limiting value, and the numerical value of the parameter is more than preset critical, that is, the numerical value of the parameter for obtaining is Through having reached a part for limiting value, now need to tell the service condition that user's solid state hard disc is present, user will be seen that also How many gets to limiting value.
At present, server is general is alerted by the way of by warning information output to system journal, therefore, in this reality Apply in some implementation methods of example, the control alarm is specially:Warning information output is alerted to system journal.
It is understood that the more conventional solid state hard disc detection instrument of the instrument of self detection, analysis and report, mainly For enabling and disable self detection, analysis and reporting techniques detection, after startup, obtain solid state hard disc self detection, analysis And report information, described information some property values and statistical information including solid state hard disc.In some embodiment party of the present embodiment In formula, self detection, analysis and the report information for obtaining solid state hard disc is specially:Detected by self, analyzed and reported Instrument obtain solid state hard disc self detection, analysis and report information.
The various implementation methods provided by the present embodiment, obtain solid-state hard by self-monitoring, analysis and reporting techniques The self-monitoring of disk, analysis and report information, the relevant solid state hard disc longevity is selected from the self-monitoring, analysis and report information The information of the parameter of life, obtains the numerical value of the parameter, and the numerical value of the parameter and preset critical are compared, if the ginseng When several numerical value is more than preset critical, control alarm.As can be seen here, the present embodiment is using self-monitoring, analysis and report skill Art detects solid state hard disc, solid-state disk service life related parameter values and the preset critical comparative analysis that will be obtained, according to different Critical value carries out different alarms, compensate for detect under K-UX operating systems the deficiency of solid-state disk service life.
Referring to Fig. 3, the schematic flow sheet of the method for another solid-state disk service life detection in the embodiment of the present invention is shown. In the present embodiment, methods described for example may comprise steps of:
Step 301:The instrument for being detected by self, analyzing and being reported obtains self detection, analysis and the report of solid state hard disc Announcement information.
Step 302:Choose the solid state hard disc self detection, analysis and report information in flash memory particle it is average erasable The field of number of times and bad number of blocks, obtains the numerical value and the numerical value of bad number of blocks of the average erasable number of times of flash memory particle.
Step 303:If the numerical value of the average erasable number of times of flash memory particle is more than the average erasable number of times of default flash memory particle Critical value, by the warning information output of the average erasable number of times of flash memory particle to system journal.
Step 304:If the numerical value of bad number of blocks is more than presets bad number of blocks critical value, and the warning information of bad number of blocks is defeated Go out to system journal.
The various implementation methods provided by the present embodiment, obtain solid-state hard by self-monitoring, analysis and reporting techniques The self-monitoring of disk, analysis and report information, the relevant solid state hard disc longevity is selected from the self-monitoring, analysis and report information The information of the parameter of life, obtains the numerical value of the parameter, and the numerical value of the parameter and preset critical are compared, if the ginseng When several numerical value is more than preset critical, control alarm.As can be seen here, the present embodiment is using self-monitoring, analysis and report skill Art detects solid state hard disc, solid-state disk service life related parameter values and the preset critical comparative analysis that will be obtained, according to different Critical value carries out different alarms, compensate for detect under K-UX operating systems the deficiency of solid-state disk service life.
Example devices
Referring to Fig. 4, a kind of structural representation of the device of solid-state disk service life detection in the embodiment of the present invention is shown. In the present embodiment, described device for example can specifically include:
Acquiring unit 401, self detection, analysis and report information for obtaining solid state hard disc;
Obtaining unit 402, the information of the life-span relevant parameter for choosing the solid state hard disc obtains the number of the parameter Value;
Control unit 403, if being more than preset critical, control alarm for the numerical value of the parameter.
Optionally, described device, for example, can also include:Monitoring unit, for according to Monitoring instruction, being examined using self Survey, analysis and reporting techniques are monitored to the ruuning situation of the solid state hard disc.
Optionally, the parameter can for example include:The average erasable number of times of flash memory particle or bad number of blocks.
Optionally, described control unit can for example include output subelement, specifically for by warning information output to being System daily record is alerted.
Optionally, the instrument that the acquiring unit for example specifically can be used for being detected by self, analyzed and being reported is obtained Solid state hard disc self detection, analysis and report information.
The various implementation methods provided by the present embodiment, obtain solid-state hard by self-monitoring, analysis and reporting techniques The self-monitoring of disk, analysis and report information, the relevant solid state hard disc longevity is selected from the self-monitoring, analysis and report information The information of the parameter of life, obtains the numerical value of the parameter, and the numerical value of the parameter and preset critical are compared, if the ginseng When several numerical value is more than preset critical, control alarm.As can be seen here, the present embodiment is using self-monitoring, analysis and report skill Art detects solid state hard disc, solid-state disk service life related parameter values and the preset critical comparative analysis that will be obtained, according to different Critical value carries out different alarms, compensate for detect under K-UX operating systems the deficiency of solid-state disk service life.
It should be noted that herein, such as first and second or the like relational terms are used merely to a reality Body or operation make a distinction with another entity or operation, and not necessarily require or imply these entities or deposited between operating In any this actual relation or order.Term " including ", "comprising" or its any other variant be intended to non-row His property is included, so that process, method, article or equipment including a series of key elements not only include those key elements, and And also include other key elements being not expressly set out, or also include for this process, method, article or equipment institute are intrinsic Key element.In the absence of more restrictions, the key element limited by sentence "including a ...", it is not excluded that including institute Also there is other identical element in process, method, article or the equipment of stating key element.
The above, is only presently preferred embodiments of the present invention, and any formal limitation is not made to the present invention.Though So the present invention is disclosed above with preferred embodiment, but is not limited to the present invention.It is any to be familiar with those skilled in the art Member, in the case where technical solution of the present invention ambit is not departed from, all using the methods and techniques content of the disclosure above to the present invention Technical scheme makes many possible variations and modification, or the Equivalent embodiments for being revised as equivalent variations.Therefore, it is every without departing from The content of technical solution of the present invention, according to technical spirit of the invention to any simple modification made for any of the above embodiments, equivalent Change and modification, still fall within the range of technical solution of the present invention protection.

Claims (10)

1. a kind of method that solid-state disk service life is detected, it is characterised in that including:
Obtain self detection, analysis and the report information of solid state hard disc;
The information of the life-span relevant parameter of the solid state hard disc is chosen, the numerical value of the parameter is obtained;
If the numerical value of the parameter is more than preset critical, control alarm.
2. method according to claim 1, it is characterised in that self detection, analysis in the acquisition hard disk and report Before information, also include:
According to Monitoring instruction, the ruuning situation of the solid state hard disc is monitored using self detection, analysis and reporting techniques.
3. method according to claim 1, it is characterised in that the parameter includes:The average erasable number of times of flash memory particle Or bad number of blocks.
4. method according to claim 1, it is characterised in that the control alarm is specially:Warning information output is arrived System journal is alerted.
5. method according to claim 1, it is characterised in that self detection of the acquisition solid state hard disc, analysis and report Announcement information is specially:Detected by self, analysis and self detection, analysis and the report of the instrument acquisition solid state hard disc reported are believed Breath.
6. the device that a kind of solid-state disk service life is detected, it is characterised in that including:
Acquiring unit, self detection, analysis and report information for obtaining solid state hard disc;
Obtaining unit, the information of the life-span relevant parameter for choosing the solid state hard disc obtains the numerical value of the parameter;
Control unit, if being more than preset critical, control alarm for the numerical value of the parameter.
7. device according to claim 6, it is characterised in that also include:
Monitoring unit, for according to Monitoring instruction, using self operation of detection, analysis and reporting techniques to the solid state hard disc Situation is monitored.
8. device according to claim 6, it is characterised in that the parameter includes:The average erasable number of times of flash memory particle Or bad number of blocks.
9. device according to claim 6, it is characterised in that described control unit includes output subelement, specifically for Warning information output is alerted to system journal.
10. device according to claim 6, it is characterised in that the acquiring unit specifically for being detected by self, point The instrument of analysis and report obtains self detection, analysis and the report information of solid state hard disc.
CN201710117401.9A 2017-03-01 2017-03-01 A kind of method and device of solid-state disk service life detection Pending CN106909482A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710117401.9A CN106909482A (en) 2017-03-01 2017-03-01 A kind of method and device of solid-state disk service life detection

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710117401.9A CN106909482A (en) 2017-03-01 2017-03-01 A kind of method and device of solid-state disk service life detection

Publications (1)

Publication Number Publication Date
CN106909482A true CN106909482A (en) 2017-06-30

Family

ID=59186023

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710117401.9A Pending CN106909482A (en) 2017-03-01 2017-03-01 A kind of method and device of solid-state disk service life detection

Country Status (1)

Country Link
CN (1) CN106909482A (en)

Cited By (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109445707A (en) * 2018-11-01 2019-03-08 新疆凯力智慧电子科技有限公司 Processing method and system when a kind of hard disk write operation fails
CN109524048A (en) * 2018-10-22 2019-03-26 郑州云海信息技术有限公司 A kind of the service life method for early warning and relevant apparatus of SSD disk
CN109558287A (en) * 2018-12-13 2019-04-02 腾讯科技(深圳)有限公司 A kind of solid-state disk service life prediction technique, device and system
CN109634531A (en) * 2018-12-14 2019-04-16 郑州云海信息技术有限公司 A kind of 5 disk array monitoring method of RAID, device, equipment and medium
CN109918283A (en) * 2019-03-20 2019-06-21 浪潮商用机器有限公司 Solid state hard disk service life method for visualizing, device, electronic equipment and medium
CN110096391A (en) * 2018-01-29 2019-08-06 阿里巴巴集团控股有限公司 A kind of life forecast method, apparatus and equipment
CN111679789A (en) * 2020-05-22 2020-09-18 青岛海信传媒网络技术有限公司 Write-in control method and display device
CN112382330A (en) * 2020-11-27 2021-02-19 厦门紫光展锐科技有限公司 Nand Flash bad block detection method and device, storage medium, terminal and burner
CN112613165A (en) * 2020-12-11 2021-04-06 武汉虹信科技发展有限责任公司 Communication equipment service life prediction method and device
CN113253927A (en) * 2021-05-06 2021-08-13 天津大学深圳研究院 Scheduling method for improving performance and service life of four-node interconnected RAID5 array
WO2022127944A3 (en) * 2022-03-24 2022-09-15 苏州佳世达电通有限公司 Monitoring method and apparatus for electronic device, and electronic device

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101436153A (en) * 2008-11-29 2009-05-20 成都市华为赛门铁克科技有限公司 Method and apparatus for restoring solid storage hard disk data
CN101615156A (en) * 2009-03-31 2009-12-30 杨敬东 But the system of displaying erasing and writing life of removable storage device in real time
CN101826367A (en) * 2009-06-02 2010-09-08 深圳市朗科科技股份有限公司 Method and device for monitoring reliability of semiconductor storage device
CN105893168A (en) * 2016-03-29 2016-08-24 深圳市硅格半导体股份有限公司 Health condition analysis method and device for hard disk

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101436153A (en) * 2008-11-29 2009-05-20 成都市华为赛门铁克科技有限公司 Method and apparatus for restoring solid storage hard disk data
CN101615156A (en) * 2009-03-31 2009-12-30 杨敬东 But the system of displaying erasing and writing life of removable storage device in real time
CN101826367A (en) * 2009-06-02 2010-09-08 深圳市朗科科技股份有限公司 Method and device for monitoring reliability of semiconductor storage device
CN105893168A (en) * 2016-03-29 2016-08-24 深圳市硅格半导体股份有限公司 Health condition analysis method and device for hard disk

Cited By (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110096391A (en) * 2018-01-29 2019-08-06 阿里巴巴集团控股有限公司 A kind of life forecast method, apparatus and equipment
CN109524048A (en) * 2018-10-22 2019-03-26 郑州云海信息技术有限公司 A kind of the service life method for early warning and relevant apparatus of SSD disk
CN109445707A (en) * 2018-11-01 2019-03-08 新疆凯力智慧电子科技有限公司 Processing method and system when a kind of hard disk write operation fails
CN109558287B (en) * 2018-12-13 2020-10-30 腾讯科技(深圳)有限公司 Method, device and system for predicting service life of solid state disk
CN109558287A (en) * 2018-12-13 2019-04-02 腾讯科技(深圳)有限公司 A kind of solid-state disk service life prediction technique, device and system
CN109634531A (en) * 2018-12-14 2019-04-16 郑州云海信息技术有限公司 A kind of 5 disk array monitoring method of RAID, device, equipment and medium
CN109918283A (en) * 2019-03-20 2019-06-21 浪潮商用机器有限公司 Solid state hard disk service life method for visualizing, device, electronic equipment and medium
CN111679789A (en) * 2020-05-22 2020-09-18 青岛海信传媒网络技术有限公司 Write-in control method and display device
CN111679789B (en) * 2020-05-22 2024-05-14 Vidaa(荷兰)国际控股有限公司 Write-in control method and display device
CN112382330A (en) * 2020-11-27 2021-02-19 厦门紫光展锐科技有限公司 Nand Flash bad block detection method and device, storage medium, terminal and burner
CN112382330B (en) * 2020-11-27 2022-09-09 厦门紫光展锐科技有限公司 Nand Flash bad block detection method and device, storage medium, terminal and burner
CN112613165A (en) * 2020-12-11 2021-04-06 武汉虹信科技发展有限责任公司 Communication equipment service life prediction method and device
CN112613165B (en) * 2020-12-11 2024-03-19 武汉虹信科技发展有限责任公司 Communication equipment service life prediction method and device
CN113253927A (en) * 2021-05-06 2021-08-13 天津大学深圳研究院 Scheduling method for improving performance and service life of four-node interconnected RAID5 array
WO2022127944A3 (en) * 2022-03-24 2022-09-15 苏州佳世达电通有限公司 Monitoring method and apparatus for electronic device, and electronic device

Similar Documents

Publication Publication Date Title
CN106909482A (en) A kind of method and device of solid-state disk service life detection
KR102271449B1 (en) Artificial intelligence model platform and operation method thereof
CN109918279B (en) Electronic device, method for identifying abnormal operation of user based on log data and storage medium
CN111492361B (en) System and method for side channel based network attack detection
CN110717551B (en) Training method and device of flow identification model and electronic equipment
CN105138425A (en) Detection method and system for health status of disk
CN108696486A (en) A kind of abnormal operation behavioral value processing method and processing device
CN104618175A (en) Network abnormity detection method
CN113641526A (en) Alarm root cause positioning method and device, electronic equipment and computer storage medium
CN105204784A (en) Monitoring method and electronic equipment
CN114708717A (en) Association alarm method and device for system monitoring
CN106899977B (en) Abnormal flow detection method and device
CN111104670B (en) APT attack identification and protection method
CN111858244A (en) Hard disk monitoring method, system, device and medium
CN116389148A (en) Network security situation prediction system based on artificial intelligence
CN115913652A (en) Abnormal access behavior detection method and device, electronic equipment and readable storage medium
CN115664868A (en) Security level determination method and device, electronic equipment and storage medium
CN110058979A (en) A kind of temperature reads monitoring method, BMC and the storage medium of failure failure
CN113162904B (en) Power monitoring system network security alarm evaluation method based on probability graph model
CN110083470B (en) Disk analysis method, apparatus and computer readable storage medium
CN107766191A (en) The automatic detecting storage information of Linux systems and the method for testing of health status
CN113312671A (en) Digital business operation safety processing method and system applied to big data mining
CN112187527A (en) Micro-service abnormity positioning method and device, electronic equipment and readable storage medium
CN104331414A (en) Sensitive data filtering method and system based on data blocks
CN112069489A (en) Detection method for cross use of internal network and external network of mobile storage medium

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
RJ01 Rejection of invention patent application after publication
RJ01 Rejection of invention patent application after publication

Application publication date: 20170630