CN110266532A - A kind of united net management method and system based on CMTS - Google Patents
A kind of united net management method and system based on CMTS Download PDFInfo
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- CN110266532A CN110266532A CN201910519442.XA CN201910519442A CN110266532A CN 110266532 A CN110266532 A CN 110266532A CN 201910519442 A CN201910519442 A CN 201910519442A CN 110266532 A CN110266532 A CN 110266532A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/14—Network analysis or design
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/20—Network management software packages
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Abstract
The present invention provides a kind of united net management method and system based on CMTS, is related to technical field of network management, method is the following steps are included: S1: reading each manufacturer data and corresponding lists in real time, carries out unified storage；S2: acquisition data are called；S3: type of service and proportion in Macro or mass analysis network-wide basis；S4: analyzing overall target, carries out assessment monitoring according to achievement data, generates monitoring safety coefficient；S5: judge to monitor whether safety coefficient is higher than secure threshold, if so, being alerted；It is on the contrary then do not alert；S6: the mode of terminal device retrospect user is carried out data processing, is converted into knowledge, analysis and conclusion by reflexless terminal equipment and user data.A kind of united net management method and system based on CMTS of the present invention are rationally effective, convenient for management, effectively arrangement data, management by synchronization is showed, and is alerted automatically in abnormal cases, facilitate operator remotely to execute, reduce O&M threshold, improves O&M efficiency.
Description
Technical field
The present invention relates to technical field of network management,
Especially, the united net management method and system based on CMTS that the present invention relates to a kind of.
Background technique
Before no CMTS webmastering software, front end O&M, terminal grid O&M, contact staff is each has a set of query facility by oneself
The system of index, is generally checked using command line mode, and plant equipment is different, and order is different, and mode of operation is also different, this to look into
It sees high with the professional threshold of troubleshooting mode, needs the training and guidance of long period profession, whether can judge to be out of order occurs,
And it can only check current state, can not check history.Information Channel Index, indicator terminal determine on, professional be also only capable of according to
It notes abnormalities according to indexs such as downlink level, upper line level, uplink signal-to-noise ratio, judges failure, with terminal device, port number
A possibility that increasing fast of amount, manpower is unable to complete, judges by accident, also increases.
The existing webmastering software based on CMTS is being researched and developed, it is contemplated that purpose are as follows: autonomous production NPI channel quality data
Model formulates channel qualification quantizating index, provides accurate data for Network Quality Management, gridding examination；It assists to design and make
Make mobile terminal (mobile phone) APP software, system administration accuracy, strong real-time, system is widely used, and sufficiently services a line.
So how to design a kind of reasonably united net management method or system based on CMTS, it is current anxious to become us
Problem to be solved.
Summary of the invention
The purpose of the present invention is to provide it is a kind of rationally effectively, convenient for management, effective arrangement data, management by synchronization goes forward side by side
Row shows, and is alerted automatically in abnormal cases, and operator is facilitated remotely to execute, by docking each manufacturer data library,
Unified output after regular data, and a large amount of indication information and related information are pressed into corresponding troubleshooting logic arrangement, using whole
Visual interface reduces O&M threshold, improves the united net management method based on CMTS of O&M efficiency.
In order to achieve the above objectives, the present invention, which adopts the following technical scheme that, is achieved:
A kind of united net management method based on CMTS, method includes the following steps:
S1: reading the Verbose Listing of each producer CMTS local side, board, data feedback channel, down going channel and corresponding CM in real time, according to
Database format carries out unified storage；
S2: according to O&M process and subscriber data data, acquisition data are called；
S3: pass through type of service and proportion in CM profile name Macro or mass analysis network-wide basis；
S4: analyzing the overall target of equipment, group etc., carries out assessment monitoring according to achievement data, generates monitoring safety
Coefficient；
S5: judging to monitor whether safety coefficient is higher than secure threshold, if so, alarm end is called to be alerted；It is on the contrary then do not accuse
It is alert；
S6: the mode of terminal device retrospect user is carried out data processing, is converted into knowing by reflexless terminal equipment and user data
Knowledge, analysis and conclusion.
As a preference of the present invention, executing in step S6, terminal device includes computer, smart machine and wearable sets
It is standby.
As a preference of the present invention, executing in step S4, overall target includes interchannel noise ratio SNR, can not correct error code
Rate UR, bit error rate CR and period of time T can be corrected.
As a preference of the present invention, carrying out assessment monitoring step according to achievement data includes: when executing step S4
S41: the section that total is " 1 " is set by NPI model, gives SNR 50%, UR 30%, CR 20% in proportion respectively；
S42: total logic, the total logic of SNR are established are as follows: when SNR is greater than 42, take 100 points, when being lower than 22, take 0 point, area
Between press curve score；The total logic of UR are as follows: when UR is less than or equal to 0, take 100 points, when being greater than 3, take 0 point, section is pressed
Curve score；When the total logic of CR is that CR is less than or equal to 0,100 points are taken, when being greater than 30, takes 0 point, section is obtained by curve
Point
S43: it is being generated at interval of predetermined time T according to the NPI score value of the Rule of step S42 each acquisition time
When the NPI earning in a day, whole NPI score values are added, divided by number, obtain NPI mean value；
S44: generating the final NPI earning in a day, and the final NPI earning in a day is mean value multiplied by coefficient.
As a preference of the present invention, execute step S5 when, alarm end include nail nail, wechat, the page alert, bluetooth equipment with
And wearable device.
As a preference of the present invention, obtained conclusion is carried out data displaying, and data exhibiting mode when executing step S6
Including text displaying, histogram, pie chart, dot chart and table exhibition method.
As a preference of the present invention, data show that content includes branch company, region, sub-headend, sets when executing step S6
Standby, port, uplink and downlink sub-interface and terminal device, and establish tree-like association structure.
A kind of united net management system based on CMTS, comprising:
Data acquisition module；
Data association module；
Data summarization module；
Data monitoring module；
Judgment module；
Data analysis module；
Data acquisition module reads the detailed of each producer CMTS local side, board, data feedback channel, down going channel and corresponding CM in real time
List carries out unified storage according to database format, and data association module is according to O&M process and subscriber data data, to adopting
Collection data are called, and data summarization module passes through type of service in CM profile name Macro or mass analysis network-wide basis and shared
Specific gravity, data monitoring module analyze the overall target of equipment, group etc., carry out assessment monitoring according to achievement data, raw
At monitoring safety coefficient, judgment module judges to monitor whether safety coefficient is higher than secure threshold, if so, alarm end is called to carry out
Alarm；It is on the contrary then do not alert, data analysis module reflexless terminal equipment and user data, by the side of terminal device retrospect user
Formula carries out data processing, is converted into knowledge, analysis and conclusion.
As a preference of the present invention, the system further include: display module, for obtained conclusion to be carried out data displaying.
As a preference of the present invention, the system further include: equipment adding module, for by computer, smart machine and
Wearable device is added to terminal device by addition equipment flowsheet operation.
A kind of united net management method and system beneficial effect based on CMTS of the present invention is: it is rationally effectively, convenient for management,
Data, management by synchronization are effectively arranged, and is showed, and alerted automatically in abnormal cases, facilitates operator long-range
It executes, by docking each manufacturer data library, unified output after regular data, and a large amount of indication information and related information is pressed into phase
The troubleshooting logic arrangement answered reduces O&M threshold using all visual interfaces, improves O&M efficiency.
Detailed description of the invention
Fig. 1 is a kind of flow diagram of the united net management method based on CMTS of the present invention；
Fig. 2 is a kind of module connection figure of the united net management system based on CMTS of the present invention.
Specific embodiment
The following is specific embodiments of the present invention, and technical scheme of the present invention will be further described, but the present invention is simultaneously
It is not limited to these embodiments.
Carry out the various exemplary embodiments of detailed description of the present invention now with reference to attached drawing.It should also be noted that unless in addition having
Body explanation, the positioned opposite and step of the module and step that otherwise illustrate in these embodiments do not limit the scope of the invention.
Simultaneously, it should be appreciated that for ease of description, the process in attached drawing is not merely individually to carry out, but multiple steps
Suddenly intersect progress.
Be to the description only actually of at least one exemplary embodiment below it is illustrative, never as to the present invention
And its application or any restrictions used.
Technology, method and system known to person of ordinary skill in the relevant may be not discussed in detail, but suitable
In the case of, technology, method and system should be considered as authorizing part of specification.
Before no CMTS webmastering software, front end O&M, terminal grid O&M, contact staff is each has a set of query facility index by oneself
System, generally checked using command line mode, plant equipment is different, and order is different, and mode of operation is also different, it is this check and
The professional threshold of troubleshooting mode is high, needs the training and guidance of long period profession, and whether can judge to be out of order occurs, and
It can only check current state, can not check history.On Information Channel Index, indicator terminal determine, professional is also only capable of according to all
The indexs such as following line level, upper line level, uplink signal-to-noise ratio note abnormalities, judge failure, with terminal device, number of channels
A possibility that increasing fast, manpower is unable to complete, judges by accident, also increases.
Embodiment one
As shown in Figure 1, one of embodiment only of the invention, a kind of united net management method based on CMTS, this method packet
Include following steps:
S1: reading the Verbose Listing of each producer CMTS local side, board, data feedback channel, down going channel and corresponding CM in real time, according to
Database format carries out unified storage；
CMTS network management is in identical platform to the detailed of each producer CMTS local side, board, data feedback channel, down going channel and corresponding CM
Thin list is read in real time, carries out unified storage according to database format.
S2: according to O&M process and subscriber data data, acquisition data are called；
According to different dimensions and function needs, acquisition data are called.Such as: seniority among brothers and sisters function is utilized in inquiry downlink port
In.System transfers whole downlink port availability datas, and it is served as theme with time shaft, is arranged.With " unit time area
Between " " peak flow " " bearing capacity " etc. calculate the downlink port utilization rate of each port.And according to time shaft, export " point " " section "
Put in order and analyze as a result, as O&M reference and foundation.
S3: pass through type of service and proportion in CM profile name Macro or mass analysis network-wide basis；
Network management is fortune from operational angle by type of service and proportion in CM profile name Macro or mass analysis network-wide basis
Dimension provides data supporting.For example, the different configuration files to online " broadband " " interaction " " fusion " set meal are distinguished, to " point "
The situation of enlivening online of " section " different time axis carries out arrangement analysis, as the marketing, the reference of O&M and foundation.
S4: analyzing the overall target of equipment, group etc., carries out assessment monitoring according to achievement data, generates monitoring
Safety coefficient；
Management is realized to lower of CM band cpe device, CPE type of service is described (interaction, broadband) etc., CM may be learned pair
CPE information is answered, provides foundation for O&M tentative diagnosis.Scene: CM is online, and CPE learns less than fault point may determine that in CPE
Or CM and CPE chain road, reason may not power on or improperly-configured for CPE.By this step as single failure or group
The reference and foundation of breakdown judge.
S5: judging to monitor whether safety coefficient is higher than secure threshold, if so, alarm end is called to be alerted；It is on the contrary then
It does not alert；
S6: the mode of terminal device retrospect user is carried out data processing, is converted into knowing by reflexless terminal equipment and user data
Knowledge, analysis and conclusion.
The mode of terminal device retrospect user is mentioned by the relationship of BOSS system matches terminal device and user data
High line O&M efficiency.
Certainly, the present invention can operate on mobile terminal, and on the basis of webpage version, mobile terminal integrates webpage version
This major function, and APP is optimized, operational efficiency is improved, provides help for a wire grid movable disposal failure.
After united net management method, by docking the library each producer MIB, unification output after regular data, and will be a large amount of
Indication information and related information press corresponding troubleshooting logic arrangement, using all visual interfaces, reduce O&M threshold, improve
O&M efficiency.
A kind of united net management method based on CMTS so of the invention is rationally effective, convenient for management, effectively arrangement data, together
Step management, and showed, and alerted automatically in abnormal cases, facilitate operator remotely to execute, it is each by docking
Manufacturer data library, unified output after regular data, and by a large amount of indication information and related information by corresponding troubleshooting logic row
Column reduce O&M threshold using all visual interfaces, improve O&M efficiency.
Embodiment two
Still as shown in Figure 1, being still one of embodiment of the invention, in order to enable a kind of unification based on CMTS of the present invention
Network management method is more stable, and the accuracy of monitoring management is higher, also has following design in the present invention:
Firstly, executing in step S6, terminal device includes computer, smart machine and wearable device.In this way that is,
Network management system is divided into webpage version, mobile terminal version, and whole brands, the headend equipment of equipment and terminal are set on the market for docking
Equipment that is standby, completing all support standard DOCSIS MIB on the market.And computer, smart machine and wearable device are pressed
Addition equipment flowsheet operation is added to terminal device, operates using by addition equipment flowsheet, and equipment addition can be completed, pass through rule
The mobile data interface and BOSS data-interface of model, data import as required and data export.
Then, it executes in step S4, overall target includes interchannel noise ratio SNR, can not correct bit error rate UR, can correct mistake
Code rate CR and period of time T.
Moreover, carrying out assessment monitoring step according to achievement data includes: when executing step S4
S41: the section that total is " 1 " is set by NPI model, gives SNR 50%, UR 30%, CR 20% in proportion respectively；
S42: total logic, the total logic of SNR are established are as follows: when SNR is greater than 42, take 100 points, when being lower than 22, take 0 point, area
Between press curve score；The total logic of UR are as follows: when UR is less than or equal to 0, take 100 points, when being greater than 3, take 0 point, section is pressed
Curve score；When the total logic of CR is that CR is less than or equal to 0,100 points are taken, when being greater than 30, takes 0 point, section is obtained by curve
Point
S43: it is being generated at interval of predetermined time T according to the NPI score value of the Rule of step S42 each acquisition time
When the NPI earning in a day, whole NPI score values are added, divided by number, obtain NPI mean value；
S44: generating the final NPI earning in a day, and the final NPI earning in a day is mean value multiplied by coefficient.
Herein, by establishing data model, quantify tunneling traffic quality.Invent NPI channel quality data model formula
And realize in systems, formula is as follows:
A1, SNR score (F1)
a) SNR>=42；F1=100
b) 22<SNR<42；F1=-5/42*snr*snr + 795/63*snr-220
c) SNR<-22；F1=0
A 2, the bit error rate (UR) assessment accounting (F2) can not be corrected
a) UR<=0 ；F2=100
b) 0>UR>3；F2=60 * cos(π*UR/6)
c) UR>=3；F2=0
A 3, the bit error rate (CR) assessment accounting (F3) can be corrected
a) CR<=0；F3=100
b) 0>CR>30 ；F3=80 * cos(π* CR /60)
c) CR>=30；F3=0
A 4, the score acquired every time (NPI)
a) NPI=F1(SNR)*0.5 + F2(UR)*0.3 + F3(CR)*0.2
A 5, coefficient are (x)
A) the score NPI that a=NPI(is acquired every time) average in the-NPI(period that is averaged)
B) y value is calculated；
I. y=0(| a | < 10)
ii. y=8(10<|a|<20)
iii. y=25(20<|a|<30)
iv. y=50(|a|>=30)
C) y1 value is calculated；The aggregate-value of y1=y (in the period)
D) design factor (x)；
I. y1 < times of collection (in the period) * 50/2.5；Coefficient (x)=1- (y1/ times of collection (in the period) * 50)
Ii. y1 > times of collection (in the period) * 50/2.5；Coefficient is (x)=0.55
Final score (NPI) in A 6, period
A) NPI=average in the average NPI(period) * coefficient is (x)
Carry out the network optimization in conjunction with system, network quality is obviously improved, whole city broadband Trouble call rapid decrease, and broadband failure is thrown
The rate of telling is reduced to 0.5%, and traffic wiring fix-rate is improved to 68% or more；The whole city is averaged monthly login system 20,000 times, and 2018 is annual
Terminal optimized 4 Wan Yutai is completed, terminal qualification rate is promoted to 94%, and 99% or more channel qualification rate occupy the whole province top standard.
In addition, when executing step S5, alarm end includes that nail nail, wechat, the page are alerted, bluetooth equipment and wearable set
It is standby.By calling the api interface of nail nail, wechat to realize auto-alarming function, in the above manner at the first time by system exception
Notify project team member.
In addition, obtained conclusion is carried out data displaying, and data exhibiting mode includes text exhibition when executing step S6
Show, histogram, pie chart, dot chart and table exhibition method.It is presented on screen or data display end, facilitates staff
Uniformly it is managed.
Finally, data show that content includes branch company, region, sub-headend, equipment, port, uplink and downlink when executing step S6
Sub-interface and terminal device, and tree-like association structure is established, it realizes intuitive displaying, staff is facilitated to comb information
Management.
A kind of united net management method based on CMTS of the present invention is rationally effective, convenient for management, effectively arrangement data, lock-in tube
Reason, and showed, and alerted automatically in abnormal cases, facilitate operator remotely to execute, by docking each producer
Database, unified output after regular data, and a large amount of indication information and related information are pressed into corresponding troubleshooting logic arrangement, it adopts
With all visual interfaces, O&M threshold is reduced, improves O&M efficiency.
Embodiment three
As shown in Fig. 2, the present invention also provides a kind of united net management system based on CMTS, the system include:
Data acquisition module；
Data association module；
Data summarization module；
Data monitoring module；
Judgment module；
Data analysis module；
Data acquisition module reads the detailed of each producer CMTS local side, board, data feedback channel, down going channel and corresponding CM in real time
List carries out unified storage according to database format, and data association module is according to O&M process and subscriber data data, to adopting
Collection data are called, and data summarization module passes through type of service in CM profile name Macro or mass analysis network-wide basis and shared
Specific gravity, data monitoring module analyze the overall target of equipment, group etc., carry out assessment monitoring according to achievement data, raw
At monitoring safety coefficient, judgment module judges to monitor whether safety coefficient is higher than secure threshold, if so, alarm end is called to carry out
Alarm；It is on the contrary then do not alert, data analysis module reflexless terminal equipment and user data, by the side of terminal device retrospect user
Formula carries out data processing, is converted into knowledge, analysis and conclusion.
In addition, the system further include: display module, for obtained conclusion to be carried out data displaying.And data exhibiting side
Formula includes text displaying, histogram, pie chart, dot chart and table exhibition method.It is presented on screen or data display end,
Staff is facilitated uniformly to be managed；In addition, data show content include branch company, region, sub-headend, equipment, port, on
Downlink sub-interface and terminal device, and tree-like association structure is established, it realizes intuitive displaying, staff is facilitated to carry out information
Combing management.
Finally, the system further include: equipment adding module, for computer, smart machine and wearable device to be pressed
Addition equipment flowsheet operation is added to terminal device.
A kind of united net management method and system based on CMTS of the present invention are rationally effective, convenient for management, effectively arrangement data,
Management by synchronization, and showed, and alerted automatically in abnormal cases, facilitate operator remotely to execute, passes through docking
Each manufacturer data library, unified output after regular data, and a large amount of indication information and related information are pressed into corresponding troubleshooting logic
Arrangement reduces O&M threshold using all visual interfaces, improves O&M efficiency.
Although some specific embodiments of the invention are described in detail by example, the skill of this field
Art personnel it should be understood that above example merely to be illustrated, the range being not intended to be limiting of the invention, belonging to the present invention
Those skilled in the art can make various modifications or additions to described specific embodiment or using class
As mode substitute, but without departing from direction of the invention or beyond the scope of the appended claims.Ability
Domain it is to be understood by the skilled artisans that according to the technical essence of the invention to made by embodiment of above it is any modification, etc.
With replacement, improvement etc., protection scope of the present invention should be included in.
Claims (10)
1. a kind of united net management method based on CMTS, which comprises the following steps:
S1: reading the Verbose Listing of each producer CMTS local side, board, data feedback channel, down going channel and corresponding CM in real time, according to
Database format carries out unified storage；
S2: according to O&M process and subscriber data data, acquisition data are called；
S3: pass through type of service and proportion in CM profile name Macro or mass analysis network-wide basis；
S4: analyzing the overall target of equipment, group etc., carries out assessment monitoring according to achievement data, generates monitoring safety
Coefficient；
S5: judging to monitor whether safety coefficient is higher than secure threshold, if so, alarm end is called to be alerted；It is on the contrary then do not accuse
It is alert, return step S4；
S6: the mode of terminal device retrospect user is carried out data processing, is converted into knowing by reflexless terminal equipment and user data
Knowledge, analysis and conclusion.
2. a kind of united net management method based on CMTS according to claim 1, it is characterised in that:
It executes in step S6, terminal device includes computer, smart machine and wearable device.
3. a kind of united net management method based on CMTS according to claim 1, it is characterised in that:
Execute step S4 in, overall target include interchannel noise ratio SNR, can not correct bit error rate UR, can correct bit error rate CR with
And period of time T.
4. a kind of united net management method based on CMTS according to claim 3, which is characterized in that when executing step S4,
Carrying out assessment monitoring step according to achievement data includes:
S41: the section that total is " 1 " is set by NPI model, gives SNR 50%, UR 30%, CR 20% in proportion respectively；
S42: total logic, the total logic of SNR are established are as follows: when SNR is greater than 42, take 100 points, when being lower than 22, take 0 point, area
Between press curve score；The total logic of UR are as follows: when UR is less than or equal to 0, take 100 points, when being greater than 3, take 0 point, section is pressed
Curve score；When the total logic of CR is that CR is less than or equal to 0,100 points are taken, when being greater than 30, takes 0 point, section is obtained by curve
Point
S43: it is being generated at interval of predetermined time T according to the NPI score value of the Rule of step S42 each acquisition time
When the NPI earning in a day, whole NPI score values are added, divided by number, obtain NPI mean value；
S44: generating the final NPI earning in a day, and the final NPI earning in a day is mean value multiplied by coefficient.
5. a kind of united net management method based on CMTS according to claim 1, it is characterised in that:
When executing step S5, alarm end includes nail nail, wechat, page alarm, bluetooth equipment and wearable device.
6. a kind of united net management method based on CMTS according to claim 1, it is characterised in that:
Execute step S6 when, by obtained conclusion carry out data displaying, and data exhibiting mode include text displaying, histogram,
Pie chart, dot chart and table exhibition method.
7. a kind of united net management method based on CMTS according to claim 6, it is characterised in that:
Execute step S6 when, data show content include branch company, region, sub-headend, equipment, port, uplink and downlink sub-interface with
And terminal device, and establish tree-like association structure.
8. a kind of united net management system based on CMTS characterized by comprising
Data acquisition module；
Data association module；
Data summarization module；
Data monitoring module；
Judgment module；
Data analysis module；
Data acquisition module reads the detailed of each producer CMTS local side, board, data feedback channel, down going channel and corresponding CM in real time
List carries out unified storage according to database format, and data association module is according to O&M process and subscriber data data, to adopting
Collection data are called, and data summarization module passes through type of service in CM profile name Macro or mass analysis network-wide basis and shared
Specific gravity, data monitoring module analyze the overall target of equipment, group etc., carry out assessment monitoring according to achievement data, raw
At monitoring safety coefficient, judgment module judges to monitor whether safety coefficient is higher than secure threshold, if so, alarm end is called to carry out
Alarm；It is on the contrary then do not alert, data analysis module reflexless terminal equipment and user data, by the side of terminal device retrospect user
Formula carries out data processing, is converted into knowledge, analysis and conclusion.
9. a kind of united net management system based on CMTS according to claim 8, which is characterized in that further include:
Display module, for obtained conclusion to be carried out data displaying.
10. a kind of united net management system based on CMTS according to claim 8, which is characterized in that further include:
Equipment adding module, for computer, smart machine and wearable device to be added to by addition equipment flowsheet operation
Terminal device.
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN113556170A (en) * | 2021-07-01 | 2021-10-26 | 江苏省广电有线信息网络股份有限公司苏州分公司 | Cable television network operation and maintenance method and system based on mean standard deviation |
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| CN113556170B (en) * | 2021-07-01 | 2024-01-09 | 江苏省广电有线信息网络股份有限公司苏州分公司 | Cable television network operation and maintenance method and system based on mean standard deviation |
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