CN117034252A - Environmental situation sensing system for operation and maintenance machine room of data center - Google Patents

Environmental situation sensing system for operation and maintenance machine room of data center Download PDF

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Publication number
CN117034252A
CN117034252A CN202310291263.1A CN202310291263A CN117034252A CN 117034252 A CN117034252 A CN 117034252A CN 202310291263 A CN202310291263 A CN 202310291263A CN 117034252 A CN117034252 A CN 117034252A
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module
data
unit
situation awareness
machine room
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孙吉祥
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Southeast University
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Southeast University
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/50Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/3058Monitoring arrangements for monitoring environmental properties or parameters of the computing system or of the computing system component, e.g. monitoring of power, currents, temperature, humidity, position, vibrations
    • 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
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/32Monitoring with visual or acoustical indication of the functioning of the machine
    • G06F11/324Display of status information
    • G06F11/327Alarm or error message display
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00Error detection; Error correction; Monitoring
    • G06F11/30Monitoring
    • G06F11/32Monitoring with visual or acoustical indication of the functioning of the machine
    • G06F11/324Display of status information
    • G06F11/328Computer systems status display
    • 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
    • G06F11/3438Recording 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 monitoring of user actions
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00Television systems
    • H04N7/18Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • H04N7/181Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a plurality of remote sources

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Quality & Reliability (AREA)
  • Computer Hardware Design (AREA)
  • Software Systems (AREA)
  • Computer Security & Cryptography (AREA)
  • Computing Systems (AREA)
  • Multimedia (AREA)
  • Signal Processing (AREA)
  • Alarm Systems (AREA)

Abstract

The invention discloses a data center operation and maintenance machine room environment situation awareness system, which comprises a field environment situation awareness module, a data security situation awareness module, a system operation situation awareness module and a self-checking module; the on-site environment situation awareness module is used for comprehensively perceiving the machine room in all directions, acquiring a panoramic three-dimensional image of the machine room, and projecting and displaying the image in the machine room; the data security situation awareness module is used for acquiring security data generated in the process of accessing different service systems by a user, carrying out data prediction and association analysis on the security data, and determining security assessment results of the different service systems. According to the invention, the site environment situation sensing module is arranged, so that the machine room can be comprehensively sensed in all directions, the panoramic three-dimensional image of the machine room is obtained, and the image in the machine room is projected and displayed, thereby improving the safety of the environment of the machine room and being convenient for knowing the real situation of the machine room in real time.

Description

Environmental situation sensing system for operation and maintenance machine room of data center
Technical Field
The invention belongs to the technical field of machine room environment situation awareness, and particularly relates to a data center operation and maintenance machine room environment situation awareness system.
Background
Situation awareness is an environment-based, dynamic and overall security risk awareness capability, is a way of improving the discovery, identification, understanding and analysis and response handling capabilities of security threats from a global view on the basis of security big data, and finally is a landing of security capability for decision making and actions.
The existing environmental situation awareness system of the operation and maintenance machine room of the data center still has some problems: the computer lab is not convenient to carry out the comprehensive perception of all-round, leads to inconvenient real-time understanding the real condition of computer lab, has reduced the security of computer lab, and inconvenient to predict and analyze the safety data that the system produced simultaneously, inconvenient realization data security situation perception leads to the security of system data lower, and for this reason we propose data center fortune dimension computer lab environment situation perception system.
Disclosure of Invention
The invention aims to provide an environment situation awareness system of a data center operation and maintenance machine room, so as to solve the problems in the background technology.
In order to achieve the above purpose, the present invention provides the following technical solutions: the system comprises a field environment situation awareness module, a data security situation awareness module, a system operation situation awareness module and a self-checking module;
the on-site environment situation awareness module is used for comprehensively perceiving the machine room in all directions, acquiring a panoramic three-dimensional image of the machine room, and projecting and displaying the image in the machine room; the field environment situation awareness module comprises a camera shooting unit, a display unit, a processing unit and a storage unit, wherein the camera shooting unit is used for shooting a video of a machine room to obtain the distribution of the environment of the machine room, the display unit is used for displaying images shot by the camera shooting unit, the processing unit is used for processing data and obtaining user control data, and the storage unit is used for storing the video data shot by the camera shooting unit;
the data security situation awareness module is used for acquiring security data generated in the process of accessing different service systems by a user, carrying out data prediction and association analysis on the security data, determining security assessment results of the different service systems, and carrying out visual display on the security assessment results of the service systems to realize data security situation awareness; the data security situation awareness module comprises an acquisition unit, a pre-judgment unit and a display unit, wherein the acquisition unit is used for acquiring security data generated in the process of accessing different service systems by a user, the pre-judgment unit is used for carrying out data prediction and association analysis on the security data to determine security assessment results of the different service systems, and the display unit is used for carrying out visual display on the security assessment results of the service systems to realize data security situation awareness;
the system operation situation sensing module is used for sensing and evaluating the system operation situation, finding out fault points, improving the accuracy of performance measurement, finding out the abnormality of the overall network index under a complex performance measurement index system, providing an effective and timely means for management staff, and helping the management staff to locate performance problems;
the self-checking module is used for detecting the running states of the internal equipment of the field environment situation awareness module, the internal equipment of the data security situation awareness module and the internal equipment of the system running situation awareness module; the self-checking module comprises a control unit, wherein the control unit comprises an information acquisition unit, an electromechanical information inquiry management unit and an auxiliary decision unit.
Preferably, the camera unit comprises a plurality of groups of cameras, the plurality of groups of cameras are distributed at all positions of the machine room, the plurality of groups of cameras are used for completing comprehensive perception of the machine room, the plurality of groups of cameras are arranged as wide-angle cameras, and the angle of view of the wide-angle cameras is 120-240 degrees.
Preferably, the pre-judging unit includes an alarm information generating unit and a security evaluating unit: the alarm information generating unit is used for carrying out distribution and predictive analysis on the safety data according to the source of the safety data to obtain alarm information; the security evaluation unit is used for performing security evaluation on the target service system according to the target alarm information belonging to the target service system to obtain a security evaluation result of the target service system.
Preferably, the system operation situation awareness module comprises a real-time operation situation awareness data acquisition module and an operation situation awareness moduleThe baseline model construction module is used for defining a dimension parameter D of the operation situation awareness model by the real-time operation situation awareness data acquisition module i And index parameter V k From the real-time application interaction log, according to dimension parameter D i Grouping application interaction logs according to index parameter V k Extracting key parameters reflecting the running situation of the application performance, and obtaining a real-time running situation perception data model; the running situation awareness base line model construction module is used for continuously carrying out fitting calculation on real-time data and historical data, constructing a running situation awareness base line model, acquiring a system running health index through calculation of deviation between an actual measurement value of the running situation and a reference value based on the running situation awareness model, and perceiving and evaluating the system running situation through the index.
Preferably, the calculation method for the running situation reference measurement value in the running situation awareness baseline model construction module comprises the following steps:
the index value of the performance metric dimension is:
wherein L is the number of index parameters, where
Then, the running situation benchmark metric values are:
wherein P is i For dimension parameter D i The corresponding application interaction log number is the number of performance metric dimensions.
Preferably, the method for calculating the number ratio of the application interaction logs comprises the following steps:
obtaining total number T of all application interaction logs in 60s and obtaining D i Number S of dimension application interaction log packets i Dimension parameter D i The corresponding application interaction log number ratio is:
P i =S i /T,
in order to eliminate the inexhaustible error, the application interaction log number ratio corresponding to the last one-dimensional parameter DL is calculated as:
preferably, the information acquisition unit is used for inputting the data acquired and uploaded by each module into the database; the electromechanical information inquiry management unit is used for inquiring the bridge environment and the running state of equipment; the auxiliary decision unit is used for making decision judgment.
Preferably, the device further comprises an alarm module, wherein the alarm module is in communication connection with the self-checking module, and the alarm module is used for giving an alarm when the self-checking module detects that the running state of the device is abnormal.
Preferably, the storage unit includes an address conversion policy value obtaining unit, a first calculating unit and a second calculating unit, where the address conversion policy value obtaining unit is configured to obtain a preset address conversion policy value m, and the first calculating unit is configured to remainder the address conversion policy value m obtained by the address conversion policy value obtaining unit with respect to 0xf, and calculate a remainder a s The calculation results in remainder A s A corresponding to the memory cell s The second computing module is connected with the first computing module and is used for storing the address based on the preset indirect storage address A j And A obtained by current calculation of the first calculation module s Storing the address, and calculating to obtain A according to the following recursion formula 0 ~A 15 Calculating the A 0 ~A 15 Memory address A corresponding to the second memory 0 ~A 15
Where n=1, 2, …,15.
Compared with the prior art, the invention has the beneficial effects that:
(1) According to the invention, the site environment situation sensing module is arranged, so that the machine room can be comprehensively sensed in all directions, the panoramic three-dimensional image of the machine room is obtained, and the image in the machine room is projected and displayed, thereby improving the safety of the environment of the machine room and being convenient for knowing the real situation of the machine room in real time;
(2) According to the invention, the data security situation awareness module is arranged, so that security data generated in the process of accessing different service systems by a user can be obtained, data prediction and association analysis are carried out on the security data, security assessment results of the different service systems are determined, visual display is carried out on the security assessment results of the service systems, and data security situation awareness is realized, thereby being beneficial to early finding out potential safety hazards existing in system data and improving the security of the system data;
(3) The invention can sense and evaluate the system running situation by setting the system running situation sensing module, find out fault points, improve the accuracy of performance measurement, and is used for finding out the abnormality of the overall index of the network under a complex performance measurement index system, thereby providing an effective and timely means for management staff and helping the management staff to locate performance problems;
(4) According to the invention, the self-checking module is arranged, so that the running state of the internal equipment of the system can be checked, and the running safety of the system is improved.
Drawings
FIG. 1 is a block diagram of the structure of the present invention;
FIG. 2 is a block diagram of a field environmental situation awareness module of the present invention;
fig. 3 is a block diagram of a data security situation awareness module according to the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Referring to fig. 1-3, the present invention provides a technical solution: the system comprises a field environment situation awareness module, a data security situation awareness module, a system operation situation awareness module and a self-checking module;
the on-site environment situation awareness module is used for comprehensively perceiving the machine room in all directions, acquiring a panoramic three-dimensional image of the machine room, and projecting and displaying the image in the machine room; the field environment situation awareness module comprises a camera shooting unit, a display unit, a processing unit and a storage unit, wherein the camera shooting unit is used for shooting a video of a machine room to obtain the distribution of the environment of the machine room, the display unit is used for displaying images shot by the camera shooting unit, the processing unit is used for processing data and obtaining user control data, and the storage unit is used for storing the video data shot by the camera shooting unit;
the data security situation awareness module is used for acquiring security data generated in the process of accessing different service systems by a user, carrying out data prediction and association analysis on the security data, determining security assessment results of the different service systems, and carrying out visual display on the security assessment results of the service systems to realize data security situation awareness; the data security situation awareness module comprises an acquisition unit, a pre-judgment unit and a display unit, wherein the acquisition unit is used for acquiring security data generated in the process of accessing different service systems by a user, the pre-judgment unit is used for carrying out data prediction and association analysis on the security data to determine security assessment results of the different service systems, and the display unit is used for carrying out visual display on the security assessment results of the service systems to realize data security situation awareness;
the system operation situation sensing module is used for sensing and evaluating the system operation situation, finding out fault points, improving the accuracy of performance measurement, finding out the abnormality of the overall network index under a complex performance measurement index system, providing an effective and timely means for management staff, and helping the management staff to locate performance problems;
the self-checking module is used for detecting the running states of the internal equipment of the field environment situation awareness module, the internal equipment of the data security situation awareness module and the internal equipment of the system running situation awareness module; the self-checking module comprises a control unit, wherein the control unit comprises an information acquisition unit, an electromechanical information inquiry management unit and an auxiliary decision unit.
In this embodiment, preferably, the camera unit includes a plurality of groups of cameras, the plurality of groups of cameras are distributed around the machine room, the plurality of groups of cameras are used for completing overall sensing of the machine room, the plurality of groups of cameras are set as wide-angle cameras, and the angle of view of the wide-angle cameras is 120 ° -240 °.
In this embodiment, preferably, the pre-judging unit includes an alarm information generating unit and a security evaluating unit: the alarm information generating unit is used for carrying out distribution and predictive analysis on the safety data according to the source of the safety data to obtain alarm information; the security evaluation unit is used for performing security evaluation on the target service system according to the target alarm information belonging to the target service system to obtain a security evaluation result of the target service system.
In this embodiment, preferably, the system operation situation awareness module includes a real-time operation situation awareness data acquisition module and an operation situation awareness baseline model construction module, where the real-time operation situation awareness data acquisition module is configured to define an operation situation awareness model dimension parameter D i And index parameter V k From the real-time application interaction log, according to dimension parameter D i Grouping application interaction logs according to index parameter V k Extracting key parameters reflecting the running situation of the application performance, and obtaining a real-time running situation perception data model; the operation situation awareness baseline model building module is used for maintainingFitting calculation is carried out on the real-time data and the historical data, an operation situation perception baseline model is built, and based on the operation situation perception model, a system operation health index is obtained through calculation of the deviation degree of an actual measurement value of the operation situation and a reference value, and the system operation situation is perceived and evaluated through the index.
In this embodiment, preferably, the method for calculating the running situation reference metric value in the running situation awareness baseline model building module includes:
the index value of the performance metric dimension is:
wherein L is the number of index parameters, where
Then, the running situation benchmark metric values are:
wherein P is i For dimension parameter D i The corresponding application interaction log number is the number of performance metric dimensions.
In this embodiment, preferably, the method for calculating the number ratio of the application interaction logs includes:
obtaining total number T of all application interaction logs in 60s and obtaining D i Number S of dimension application interaction log packets i Dimension parameter D i The corresponding application interaction log number ratio is:
P i =S i /T,
in order to eliminate the inexhaustible error, the application interaction log number ratio corresponding to the last one-dimensional parameter DL is calculated as:
in this embodiment, preferably, the information collecting unit is configured to record the data collected and uploaded by each module into a database; the electromechanical information inquiry management unit is used for inquiring the bridge environment and the running state of equipment; the auxiliary decision unit is used for making decision judgment.
In this embodiment, preferably, the device further includes an alarm module, where the alarm module is in communication connection with the self-checking module, and the alarm module is configured to send an alarm when the self-checking module detects that an abnormality occurs in an operation state of the device.
In this embodiment, preferably, the storage unit includes an address conversion policy value obtaining unit, a first calculating unit and a second calculating unit, where the address conversion policy value obtaining unit is configured to obtain a preset address conversion policy value m, and the first calculating unit is configured to remainder the address conversion policy value m obtained by the address conversion policy value obtaining unit on Oxf, and calculate a remainder a s The calculation results in remainder A s A corresponding to the memory cell s The second computing module is connected with the first computing module and is used for storing the address based on the preset indirect storage address A j And A obtained by current calculation of the first calculation module s Storing the address, and calculating to obtain A according to the following recursion formula 0 ~A 15 Calculating the A 0 ~A 15 Memory address A corresponding to the second memory 0 ~A 15
Where n=1, 2, …,15.
The principle and the advantages of the invention are that: according to the invention, the site environment situation sensing module is arranged, so that the machine room can be comprehensively sensed in all directions, the panoramic three-dimensional image of the machine room is obtained, and the image in the machine room is projected and displayed, thereby improving the safety of the environment of the machine room and being convenient for knowing the real situation of the machine room in real time; the data security situation awareness module is arranged, so that security data generated in the process of accessing different service systems by a user can be obtained, data prediction and association analysis are carried out on the security data, security assessment results of the different service systems are determined, visual display is carried out on the security assessment results of the service systems, and data security situation awareness is realized, thereby being beneficial to finding out potential safety hazards existing in system data as soon as possible and improving the security of the system data; by setting the system operation situation sensing module, the system operation situation can be sensed and evaluated, a fault point is found, the accuracy of performance measurement is improved, the system is used for finding out the abnormality of the overall index of the network under a complex performance measurement index system, an effective and timely means is provided for management staff, and the management staff is helped to locate the performance problem; by arranging the self-checking module, the running state of the internal equipment of the system can be detected, so that the running safety of the system is improved.
Although embodiments of the present invention have been shown and described, it will be understood by those skilled in the art that various changes, modifications, substitutions and alterations can be made therein without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.

Claims (9)

1. The utility model provides a data center fortune dimension computer lab environmental situation perception system which characterized in that: the system comprises a field environment situation awareness module, a data security situation awareness module, a system operation situation awareness module and a self-checking module;
the on-site environment situation awareness module is used for comprehensively perceiving the machine room in all directions, acquiring a panoramic three-dimensional image of the machine room, and projecting and displaying the image in the machine room; the field environment situation awareness module comprises a camera shooting unit, a display unit, a processing unit and a storage unit, wherein the camera shooting unit is used for shooting a video of a machine room to obtain the distribution of the environment of the machine room, the display unit is used for displaying images shot by the camera shooting unit, the processing unit is used for processing data and obtaining user control data, and the storage unit is used for storing the video data shot by the camera shooting unit;
the data security situation awareness module is used for acquiring security data generated in the process of accessing different service systems by a user, carrying out data prediction and association analysis on the security data, determining security assessment results of the different service systems, and carrying out visual display on the security assessment results of the service systems to realize data security situation awareness; the data security situation awareness module comprises an acquisition unit, a pre-judgment unit and a display unit, wherein the acquisition unit is used for acquiring security data generated in the process of accessing different service systems by a user, the pre-judgment unit is used for carrying out data prediction and association analysis on the security data to determine security assessment results of the different service systems, and the display unit is used for carrying out visual display on the security assessment results of the service systems to realize data security situation awareness;
the system operation situation sensing module is used for sensing and evaluating the system operation situation, finding out fault points, improving the accuracy of performance measurement, finding out the abnormality of the overall network index under a complex performance measurement index system, providing an effective and timely means for management staff, and helping the management staff to locate performance problems;
the self-checking module is used for detecting the running states of the internal equipment of the field environment situation awareness module, the internal equipment of the data security situation awareness module and the internal equipment of the system running situation awareness module; the self-checking module comprises a control unit, wherein the control unit comprises an information acquisition unit, an electromechanical information inquiry management unit and an auxiliary decision unit.
2. The data center operation and maintenance machine room environmental situation awareness system according to claim 1, wherein: the camera unit comprises a plurality of groups of cameras, the cameras are distributed at all positions of the machine room, the cameras are used for completing comprehensive sensing of the machine room, the cameras are set to be wide-angle cameras, and the angle of view of the wide-angle cameras is 120-240 degrees.
3. The data center operation and maintenance machine room environmental situation awareness system according to claim 1, wherein: the prejudgment unit comprises an alarm information generation unit and a security evaluation unit: the alarm information generating unit is used for carrying out distribution and predictive analysis on the safety data according to the source of the safety data to obtain alarm information; the security evaluation unit is used for performing security evaluation on the target service system according to the target alarm information belonging to the target service system to obtain a security evaluation result of the target service system.
4. The data center operation and maintenance machine room environmental situation awareness system according to claim 1, wherein: the system operation situation awareness module comprises a real-time operation situation awareness data acquisition module and an operation situation awareness base line model construction module, wherein the real-time operation situation awareness data acquisition module is used for defining dimension parameters D of the operation situation awareness model i And index parameter V k From the real-time application interaction log, according to dimension parameter D i Grouping application interaction logs according to index parameter V k Extracting key parameters reflecting the running situation of the application performance, and obtaining a real-time running situation perception data model; the running situation awareness base line model construction module is used for continuously carrying out fitting calculation on real-time data and historical data, constructing a running situation awareness base line model, acquiring a system running health index through calculation of deviation between an actual measurement value of the running situation and a reference value based on the running situation awareness model, and perceiving and evaluating the system running situation through the index.
5. The data center operation and maintenance machine room environmental situation awareness system according to claim 6, wherein: the calculation method for the running situation reference measurement value in the running situation perception baseline model construction module comprises the following steps:
the index value of the performance metric dimension is:
wherein L is the number of index parameters, where
Then, the running situation benchmark metric values are:
wherein P is i For dimension parameter D i The corresponding application interaction log number is the number of performance metric dimensions.
6. The data center operation and maintenance machine room environmental situation awareness system of claim 7, wherein: the method for calculating the application interaction log quantity ratio comprises the following steps:
obtaining total number T of all application interaction logs in 60s and obtaining D i Number S of dimension application interaction log packets i Dimension parameter D i The corresponding application interaction log number ratio is:
P i =S i /T,
in order to eliminate the inexhaustible error, the application interaction log number ratio corresponding to the last one-dimensional parameter DL is calculated as:
7. the data center operation and maintenance machine room environmental situation awareness system according to claim 1, wherein: the information acquisition unit is used for inputting the data acquired and uploaded by each module into the database; the electromechanical information inquiry management unit is used for inquiring the bridge environment and the running state of equipment; the auxiliary decision unit is used for making decision judgment.
8. The data center operation and maintenance machine room environmental situation awareness system according to claim 1, wherein: the self-checking device also comprises an alarm module, wherein the alarm module is in communication connection with the self-checking module, and the alarm module is used for giving an alarm when the self-checking module detects that the running state of the device is abnormal.
9. The data center operation and maintenance machine room environmental situation awareness system according to claim 1, wherein: the storage unit comprises an address conversion strategy value acquisition unit, a first calculation unit and a second calculation unit, wherein the address conversion strategy value acquisition unit is used for acquiring a preset address conversion strategy value m, the first calculation unit is used for taking the address conversion strategy value m acquired by the address conversion strategy value acquisition unit for the remainder of 0xf, and the remainder A is calculated s The calculation results in remainder A s A corresponding to the memory cell s The second computing module is connected with the first computing module and is used for storing the address based on the preset indirect storage address A j And A obtained by current calculation of the first calculation module s Storing the address, and calculating to obtain A according to the following recursion formula 0 ~A 15 Calculating the A 0 ~A 15 Memory address A corresponding to the second memory 0 ~A 15
Where n=1, 2, …,15.
CN202310291263.1A 2023-03-23 2023-03-23 Environmental situation sensing system for operation and maintenance machine room of data center Pending CN117034252A (en)

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Application Number Priority Date Filing Date Title
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