CN101917690B - Method and equipment for intelligently massively sending short message - Google Patents

Method and equipment for intelligently massively sending short message Download PDF

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Publication number
CN101917690B
CN101917690B CN 201010270590 CN201010270590A CN101917690B CN 101917690 B CN101917690 B CN 101917690B CN 201010270590 CN201010270590 CN 201010270590 CN 201010270590 A CN201010270590 A CN 201010270590A CN 101917690 B CN101917690 B CN 101917690B
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lac
short message
sending
data
mass
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CN101917690A (en
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刘旭
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LV TINGJIE
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LV TINGJIE
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Abstract

The invention relates to a method and equipment for intelligently massively sending a short message. The equipment for intelligently massively sending the short message consists of a large server or a server group consisting of a plurality of servers which are connected through a private network, and is provided with six interface units which are respectively connected with a short message service platform, a BOSS, an operation analysis system, a network management system, a signaling monitoring system and a short message center, a data acquisition functional unit, a data storage functional unit and an optimized sequencing operation functional unit in a distributed mode. After acquiring the numbers of all mobile phones subscribing to receive the massively-sent short message and the contents of the massively-sent short message from each network element of a mobile communication network and paging load historical data of each location area code (LAC) and historical data of the LAC where each mobile phone subscribing to receive the massively-sent short message is positioned in different time periods every day recently, the equipment carries out statistical prediction and optimized sequencing and sends the sequenced mobile phone numbers to the short message center; and the short message center massively sends the short message according to a sequencing result. Therefore, network congestion caused when a plurality of mobile phones which are positioned in the same LAC are simultaneously paged is avoided.

Description

A kind of method and apparatus of intelligently massively sending short message
Technical field
The present invention relates to a kind of method and apparatus of intelligently massively sending short message, belong to the technical field of mobile communication.
Background technology
In each local network in mobile communications network; All be provided with local Signalling Transfer Point (LSTP, local signaling transfer point) and a plurality of mobile switching centre (MSC, mobile switch center) or Visited Location Registor (VLR; Visit location register); Each MSC/VLR communication service of several Location Area Codes (LAC, location area code) overlay area of being responsible for continuing, each LAC comprises several sectors CELL.
In mobile communications network, also be provided with network management system, business operation support system (BOSS; Business operation support system), the NM network management equipment of various operation support such as operation analysis system and signaling monitoring system; These management systems all are all network elements and the Various types of data of user terminal in the real-time collecting mobile radio communication, and carry out statistical analysis.A lot of professional network elements also are set, for example: sms center, MMS center etc. in the mobile communications network.From the note or the multimedia message of short message service platform or MMS platform, insert mobile network through these professional network elements just, and then send to user mobile phone.
In recent years, along with developing rapidly of mobile value-added service, all kinds of novel SM value-added services (for example meteorological short message service, news short message service etc.) constantly occur.These short message services all are to use short message service platform separately, and the note that content is identical is sent into sms center, passes through the mobile network again, and mass-sending is subscribed the user mobile phone of this value-added service to all.
The mobile network who adopts at present registers system makes mobile radio communication to know at any time: any mobile phone is positioned within which LAC under which MSC/VLR administration.Before sms center sends note; Network must be in advance according to the network registration record; From receiving the MSC/VLR that mobile phone was positioned at of note, send paging to the LAC at this mobile phone place, confirm the current position that whether definitely is positioned at this LAC and corresponding CELL of this mobile phone.After having only this mobile phone to receive this paging and replying, the mobile network just can send note to this mobile phone through this LAC and corresponding CELL.
Referring to Fig. 1, introduce the work present situation of the sending short messages in groups system in mobile communications network at present:
Owing to all have a lot of cellphone subscribers in each LAC, in the formation of bulk SMS, run into mobile phone that adjacent numerous preparations receive notes all in the situation of same LAC through regular meeting.So just possibly cause in some time period; Paged user mobile phone concentrates on certain or some LAC relatively, and in the other time period, and paged user mobile phone concentrates on another or other LAC again; Cause distributing very unbalanced at the paging load of the LAC of each different time sections; Thereby cause resource waste, the professional transmitting efficiency of network in general is not high, also can cause congested when serious.
Cause the reason of The above results to be: with respect to the ability of sms center, the idle paging capability of each LAC in the mobile wireless network is all very little.In a local GSM wireless network of being made up of 100 LAC, the bulk SMS ability of short message service platform and Short Message Service Gateway can both surpass 1000/second, and the bulk SMS ability of each sms center and LSTP is more more than 4000/second.Yet, because the idle paging capability of each LAC has only about 20~30 times/second, promptly less than 30 times/second (promptly the dotted line A between MSC and LAC/BSC representes that this transmission line is a bottleneck among the figure).The average idle paging capability of 100 LAC of the whole network has only 2000~3000 times/second like this.Even according to this data computation, 1,000,000 sending short messages in groups under the ideal situation also only need 400 seconds (less than 7 minutes) just can all distribute usually.But; Because it is very unbalanced that the LAC of each user mobile phone in the real society distributes; When if paged user mobile phone concentrates on certain or some LAC relatively, will be subject to the idle paging capability of single LAC greatly, cause the mass-sending ability of network and short message limited greatly or reduce.For example, the mass-sending of 1,000,000 notes in fact often needs 4~6 hours ability to accomplish.Still more, the congested fault of communication network larger area when sms center surpasses 100/second at bulk SMS, just possibly take place in the actual for many years operation empirical evidence of operator.This situation has influenced the development of SM value-added service greatly, has also reduced the utilance of the whole network wireless network resource.
Therefore, how this transmission bottleneck present situation of the sending short messages in groups in the mobile communications network is improved and solved, just become the new focus of scientific and technical personnel's concern in the industry.
Summary of the invention
In view of this; The purpose of this invention is to provide a kind of method and apparatus that can overcome the intelligently massively sending short message of prior art transmission bottleneck; Utilize the inventive method and equipment, can reduce to greatest extent the technological wasting of resources of being introduced of above-mentioned background or the probability of traffic congestion take place.And, before bulk SMS, utilize intelligently massively sending short message equipment of the present invention; Can accurately predict most possibly with confirming each and subscribe the LAC position at the mobile phone place that receives this bulk SMS; According to the load capacity of current phone place LAC, rationally, optimally distribute the reception order of subscribing the numerous mobile phones that receive this bulk SMS again, make the load balancing of each LAC; Avoid unnecessary network congestion, thereby improve the operating efficiency of mobile communications network significantly.
In order to reach the foregoing invention purpose, the invention provides a kind of intelligently massively sending short message equipment, be installed in the mobile communications network; It is characterized in that: this equipment is formed by a large server or by the server zone that the interconnective multiple servers of dedicated network constitutes, the distributed following function unit that is provided with in this large server or server zone:
Short message service platform interface unit is used for obtaining the short message content of subscribing all phone numbers that receive bulk SMS and preparing to mass-send from the short message service platform of mobile radio communication;
Business operation support system BOSS interface unit is used for obtaining from the BOSS system and subscribes each mobile phone receive bulk SMS historical data at different period position district sign indicating number LAC every day in the recent period;
The signaling monitoring system interface unit, historical data and/or each mobile phone that reservation receives bulk SMS of paging load that is used for obtaining each LAC from signaling monitoring system is in the historical data of place LAC of different periods of every day in the recent period;
The operation analysis system interface unit is used for obtaining from operation analysis system and subscribes each mobile phone receive bulk SMS in the historical data of place LAC of different periods of every day in the recent period;
The network management system interface unit is used for obtaining from network management system the historical data of the paging load of each LAC;
Data acquisition unit is responsible for sending the data acquisition instruction to above-mentioned each interface unit, and the various acquisition data storage that each interface unit is sent are in data storage cell;
Data storage cell is responsible for the various image data that above-mentioned each interface unit of classification and storage sends via data acquisition unit, simultaneously storage optimization sort operation unit analyze, intermediate object program in the computational process and the related data of final result;
The optimization sorting arithmetic element; Various image data to being stored in data storage cell are carried out statistical analysis; According to historical data, each mobile phone that the prediction reservation receives bulk SMS is at the LAC and the idle load of each LAC of prediction in the sending short messages in groups period at mass-sending period place, on the basis of these two prediction data again; According to the principle of balanced LAC load, all phone numbers that reservation is received bulk SMS are optimized ordering;
The sms center interface unit is used for the mass-sending ranking results of optimization sorting arithmetic element and the short message content of mass-sending are sent to sms center, sends note for sms center according to the mass-sending ranking results.
In order to reach the foregoing invention purpose; The present invention also provides a kind of intelligent optimization method that adopts the sending short messages in groups of intelligently massively sending short message equipment realization of the present invention; It is characterized in that: the short message service platform from mobile communications network obtains subscribes all phone numbers that receive bulk SMS and the short message content that will mass-send; Again the related network elements from network obtain each LAC paging load historical data with subscribe each mobile phone receive bulk SMS after the historical data of different periods of every day in the recent period, to these data execution statistical forecasts at place LAC of different periods of every day in the recent period; Then, the mass-sending that whole phone numbers that reservation is received bulk SMS carry out rationally, optimize is sorted, and ranking results is sent to sms center, by the order bulk SMS of sms center according to this ranking results.A plurality of mobile phones of avoiding being arranged in same LAC are the paged and bottleneck of the network congestion that causes of section at one time all.
Advantage of the present invention and effect are: utilize the related network elements of intelligently massively sending short message equipment of the present invention and existing network to cooperatively interact; Can optimize the mass-sending ordering of the phone number that receives bulk SMS; Thereby balanced Local wireless network load significantly improves the speed of sending short messages in groups.Like this, under the effect of intelligently massively sending short message equipment, can control the paging risk of each CELL in each LAC well, reduce and avoid the risk of CELL paging overload.
Innovation point of the present invention is:
(1) intelligently massively sending short message equipment of the present invention is to obtain corresponding data respectively from six online systems of mobile communication: this equipment is through its six interface units; Be connected with sms center, short message service platform, network management system, signaling monitoring system, BOSS system and operation analysis system respectively, and through the sms center accessing mobile communication network.
The data acquisition unit of intelligently massively sending short message equipment is through above-mentioned six interface units; Obtain all from the short message service platform and subscribe number that receives the note mobile phone and the short message content that will mass-send; Obtain the paging load historical data of each LAC from network management system or signaling monitoring system; Obtain mobile phone that each reservation receives bulk SMS in the historical data of place LAC of different periods of every day in the recent period from BOSS system, operation analysis system or signaling monitoring system, and deposit the Various types of data that collects in data storage cell.Optimization sorting arithmetic element through intelligently massively sending short message equipment is optimized computing to image data, finally is sent to sms center to the receive bulk SMS reasonably optimizing ranking results of phone number of reservation.
(2) intelligently massively sending short message equipment of the present invention is the data of in innovation point (1), gathering according to its interface unit, predicts that mobile phone that each reservation receives bulk SMS is in mass-sending residing LAC of period and the idle load of each LAC of prediction in the period that will mass-send.
The optimization sorting arithmetic element of intelligently massively sending short message equipment; The mobile phone that all reservations are received bulk SMS carries out computational analysis in the historical information of place LAC of various periods of recent every day, dopes each mobile phone of subscribing the reception note at mass-sending residing LAC of period.Here " in the recent period " is meant nearest half a year to one year.
The optimization sorting arithmetic element of intelligently massively sending short message equipment is according to the paging load historical data of each LAC; Can predict the actual loading (actual paging number of times, paging success rate) of each LAC in the mass-sending period that will carry out; According to the maximum load of each LAC, calculate idle load again at each LAC of this time period.
(3) its two of in innovation point (2), obtaining of intelligently massively sending short message equipment utilization of the present invention predict the outcome, and according to the principle of balanced LAC load, the number of each mobile phone that reservation is received bulk SMS is mass-sended the optimization sorting of order:
Because of before bulk SMS, known mobile phone that all reservations receive bulk SMS in the prediction that belongs to LAC separately of mass-sending period, and in the idle load of this mass-sending each LAC of time period; Like this, the optimization sorting arithmetic element of intelligently massively sending short message equipment is through the optimization sorting calculation process, can obtain the mass-sending ordering of all phone numbers that optimized reservation receives bulk SMS.Sms center carries out sending short messages in groups according to this mass-sending ordering, and the many mobile phones that just can avoid being among the same LAC are paged and the situation network congestion that causes takes place in the section at one time.
Description of drawings
Fig. 1 is prior art network element structure composition and the transmission link present situation sketch map thereof that mobile communications network is realized sending short messages in groups.
Fig. 2 is that the functional unit structure of distributed setting is formed sketch map in large server or the server zone of intelligently massively sending short message equipment of the present invention.
Fig. 3 is the operating procedure flow chart that utilizes the intelligent optimization method of the sending short messages in groups that intelligently massively sending short message equipment of the present invention realizes.
Fig. 4 is after intelligently massively sending short message equipment of the present invention is installed in mobile communications network, realizes each the network element structure composition of bulk SMS and the sketch map of improvement transmission link situation thereof.
Embodiment
For making the object of the invention, technical scheme and advantage clearer, the present invention is made further detailed description below in conjunction with accompanying drawing and embodiment.
Referring to Fig. 2; Introducing the structure of intelligently massively sending short message equipment of the present invention forms: form the distributed following function unit that is provided with in this large server or server zone by a large server or by the server zone that the interconnective multiple servers of dedicated network constitutes:
Short message service platform interface unit is used for obtaining the short message content of subscribing all phone numbers that receive bulk SMS and preparing to mass-send from the short message service platform of mobile radio communication;
The BOSS system interface unit is used for obtaining from the BOSS system and subscribes each mobile phone receive bulk SMS in the historical data of place LAC of different periods of every day in the recent period;
The signaling monitoring system interface unit, historical data and/or each mobile phone that reservation receives bulk SMS of paging load that is used for obtaining each LAC from signaling monitoring system is in the historical data of place LAC of different periods of every day in the recent period;
The operation analysis system interface unit is used for obtaining from operation analysis system and subscribes each mobile phone receive bulk SMS in the historical data of place LAC of different periods of every day in the recent period;
The network management system interface unit is used for obtaining from network management system the historical data of the paging load of each LAC;
Data acquisition unit is responsible for sending the data acquisition instruction to above-mentioned each interface unit, and the various acquisition data storage that each interface unit is sent are in data storage cell;
Data storage cell is responsible for the various image data that above-mentioned each interface unit of classification and storage sends via data acquisition unit, simultaneously storage optimization sort operation unit analyze, intermediate object program in the computational process and the related data of final result;
The optimization sorting arithmetic element; Various image data to being stored in data storage cell are carried out statistical analysis; According to historical data, each mobile phone that the prediction reservation receives bulk SMS is at the LAC and the idle load of each LAC of prediction in the sending short messages in groups period at mass-sending period place, on the basis of these two prediction data again; According to the principle of balanced LAC load, all phone numbers that reservation is received bulk SMS are optimized ordering;
The sms center interface unit is used for the mass-sending ranking results of optimization sorting arithmetic element and the short message content of mass-sending are sent to sms center, sends note for sms center according to the mass-sending ranking results.
Intelligently massively sending short message equipment of the present invention is connected with sms center, short message service platform, network management system, signaling monitoring system, BOSS system and operation analysis system respectively through its six interface units, and through the sms center accessing mobile communication network.This intelligently massively sending short message equipment is online in mobile communication, and is as shown in Figure 4 with the connection state of other network elements.In Fig. 4, the phone number that all preparations that intelligently massively sending short message equipment of the present invention is submitted to from the short message service platform with the reception of 100M/S speed receive bulk SMS and whole short message contents.Intelligently massively sending short message equipment then will regenerate new mass-sending formation through its prediction optimization, with the note transmission rate of guaranteeing each LAC less than 30/second.Like this, because of the transmit queue of bulk SMS optimization sorting, the bottleneck at the dotted line place between MSC and LAC/BSC had just no longer existed in the past.Embodiment proves: the mass-sending formation that behind prediction optimization, regenerates, can guarantee each LAC transmission rate 30/s, dynamically adjusted total mass-sending speed theoretical maximum that can reach is 3000/second (30 * 100).
Introduce the intelligent optimization method of the sending short messages in groups that adopts intelligently massively sending short message equipment realization of the present invention now: the short message service platform from mobile communications network obtains subscribes all phone numbers that receive bulk SMS and the short message content that will mass-send; Again the related network elements from network obtain each LAC paging load historical data with subscribe each mobile phone receive bulk SMS after different periods of every day in the recent period belong to the historical data of LAC; These data are carried out statistical analysis, and whole phone numbers that reservation receives bulk SMS are mass-sended the optimization computing of ordering; Then; The optimization sorting result of whole phone numbers that reservation is received bulk SMS is sent to sms center; By the order bulk SMS of sms center according to this ranking results; All section is paged at one time to avoid being arranged in a plurality of mobile phones of same LAC, thereby causes the bottleneck of network congestion.
Referring to Fig. 3, introduce the concrete operations step of the inventive method:
Step 1, each interface unit of intelligently massively sending short message equipment is gathered needed Various types of data respectively, again with acquisition data storage in data storage cell.This step (1) comprises following concrete operations content:
(11) data acquisition unit of intelligently massively sending short message equipment is after each interface unit sends the data acquisition instruction, and each interface unit obtains following various data from the respective network elements collection respectively:
Subscribe all phone numbers that receive bulk SMS and the short message content that will mass-send from the collection of short message service platform; The historical data of gathering the paging load of each LAC from network management system or signaling monitoring system is subscribed each mobile phone of receiving bulk SMS in the historical data of place LAC of different periods of every day in the recent period from BOSS system, operation analysis system or signaling monitoring system collection.
Each different periods of every day comprise: workaday prime shift or the operating time of working in three shifts, the time in the way on and off duty, the dinner hour, the mealtime of early, middle and late meal, the time after the supper, evening sack time; The day off at weekend that normal weekend, rest was still had holidays by turns or above-mentioned each period of legal festivals and holidays.
(12) data acquisition unit is sent to data storage cell with various image data.
(13) data storage cell carries out classification and storage to the various image data that transmit, for subsequent treatment.
Step 2, intelligently massively sending short message equipment carries out statistical analysis to image data, and whole phone numbers that reservation receives bulk SMS are mass-sended the optimization computing of ordering, again the optimization sorting result is sent to sms center.This step (2) comprises following concrete operations content:
(21) all mobile phones that receive bulk SMS for reservation, the optimization sorting arithmetic element according to its recent every day different periods places historical information of LAC carry out computational analysis, prediction obtains wherein each mobile phone in the mass-sending LAC position that the period was positioned at.
(22) according to the historical data of each LAC paging load, each LAC of optimization sorting arithmetic element prediction is at actual paging number of times and the paging success rate of the mass-sending period that will carry out, promptly predict the actual loading of each LAC after; According to the maximum load of each LAC, calculate the idle load of each LAC again in this mass-sending time period.
(23) each mobile phone that the reservation that obtains respectively according to step (21) and (22) receives bulk SMS is in the mass-sending LAC position that the period was positioned at in the idle load of mass-sending each LAC of period; According to balanced LAC load, promptly as far as possible dispersion treatment is arranged in the principle of each mobile phone of same LAC; The optimization sorting arithmetic element is carried out the optimization computing of mass-sending ordering to related data; After obtaining optimization order that this bulk SMS sends to each mobile phone, again the optimization sorting result is sent to sms center.
Step 3, sms center is sent short messages according to the optimization sorting result clusters.
The present invention has carried out the optimization Test of predictive model algorithm; Through forecast analysis experiment to 7,000,000 cellphone subscribers; Experimental result be user mobile phone be arranged in a LAC predictablity rate more than 85%; User mobile phone is arranged in the predictablity rate of three LAC more than 95%, and the result who implements this method controls effective collisionless rate of mass-sending formation realization more than 99%.Therefore, experimental result shows: intelligently massively sending short message equipment of the present invention to mobile subscriber's LAC place prediction be success and accurately, feasible fully.
Experimental result data is that intelligently massively sending short message equipment can rise to 500/second from 80/second with the transmission speed of sms center, has promptly promoted 420/second, is 5.25 times of former transmission speed.These mobile phones that receive bulk SMS are distributed in 100 LAC, and the paging amount that each LAC increases is 4.2 times/second.And in existing GSM, the idle paging capability of each LAC can reach 30 times/second.Therefore, intelligently massively sending short message equipment of the present invention is to the lifting capacity of existing communication system, and the existing idle paging capability of LAC has only increased by 14% load relatively.So; No matter from the actual paging number of times of LAC, still from its maximum paging number of times, the note transmission speed that intelligently massively sending short message equipment of the present invention is promoted; Influence for the actual paging number of times of LAC is very little, brings big influence can for the paging load of LAC.In addition, in actual process of transmitting, adopt the principle of equiblibrium mass distribution and load risk control, can guarantee that the load of each LAC does not have big fluctuation, guarantee that network system is safe and reliable.
The above is merely preferred embodiment of the present invention, and is in order to restriction the present invention, not all within spirit of the present invention and principle, any modification of being made, is equal to replacement, improvement etc., all should be included within the scope that the present invention protects.

Claims (6)

1. an intelligently massively sending short message equipment is installed in the mobile communications network; It is characterized in that: this equipment is formed by a large server or by the server zone that the interconnective multiple servers of dedicated network constitutes, the distributed following function unit that is provided with in this large server or server zone:
Short message service platform interface unit is used for obtaining the short message content of subscribing all phone numbers that receive bulk SMS and preparing to mass-send from the short message service platform of mobile radio communication;
Business operation support system BOSS interface unit is used for obtaining from the BOSS system and subscribes each mobile phone receive bulk SMS historical data at different period position district sign indicating number LAC every day in the recent period;
The signaling monitoring system interface unit, historical data and/or each mobile phone that reservation receives bulk SMS of paging load that is used for obtaining each LAC from signaling monitoring system is in the historical data of place LAC of different periods of every day in the recent period;
The operation analysis system interface unit is used for obtaining from operation analysis system and subscribes each mobile phone receive bulk SMS in the historical data of place LAC of different periods of every day in the recent period;
The network management system interface unit is used for obtaining from network management system the historical data of the paging load of each LAC;
Data acquisition unit is responsible for sending the data acquisition instruction to above-mentioned each interface unit, and the various acquisition data storage that each interface unit is sent are in data storage cell;
Data storage cell is responsible for the various image data that above-mentioned each interface unit of classification and storage sends via data acquisition unit, simultaneously storage optimization sort operation unit analyze, intermediate object program in the computational process and the related data of final result;
The optimization sorting arithmetic element; Various image data to being stored in data storage cell are carried out statistical analysis; According to historical data, each mobile phone that the prediction reservation receives bulk SMS is at the LAC and the idle load of each LAC of prediction in the sending short messages in groups period at mass-sending period place, on the basis of these two prediction data again; According to the principle of balanced LAC load, all phone numbers that reservation is received bulk SMS are optimized ordering;
The sms center interface unit is used for the mass-sending ranking results of optimization sorting arithmetic element and the short message content of mass-sending are sent to sms center, sends note for sms center according to the mass-sending ranking results.
2. intelligent optimization method that adopts the sending short messages in groups that the described intelligently massively sending short message equipment of claim 1 realizes; It is characterized in that: the short message service platform from mobile communications network obtains subscribes all phone numbers that receive bulk SMS and the short message content that will mass-send; Again the related network elements from network obtain each LAC paging load historical data with subscribe each mobile phone receive bulk SMS after different periods of every day in the recent period belong to the historical data of LAC; These data are carried out statistical forecast; The mass-sending ordering that the whole phone numbers that again reservation received bulk SMS carry out rationally, optimize; And ranking results is sent to sms center; By the order bulk SMS of sms center according to this ranking results, all section is paged at one time to avoid being arranged in a plurality of mobile phones of same LAC, thereby causes the bottleneck of network congestion.
3. method according to claim 2 is characterized in that, said method comprises the following operations step:
(1) each interface unit of intelligently massively sending short message equipment is gathered needed Various types of data respectively, again with acquisition data storage in data storage cell;
(2) intelligently massively sending short message equipment carries out statistical analysis to image data, and whole phone numbers that reservation receives bulk SMS are mass-sended the optimization computing of ordering, again the optimization sorting result is sent to sms center;
(3) sms center is sent short messages according to the optimization sorting result clusters.
4. method according to claim 3 is characterized in that: said step (1) further comprises following concrete operations content:
(11) data acquisition unit of intelligently massively sending short message equipment is after each interface unit sends the data acquisition instruction, and each interface unit obtains following various data from the respective network elements collection respectively:
Subscribe all phone numbers that receive bulk SMS and the short message content that will mass-send from the collection of short message service platform; The historical data of gathering the paging load of each LAC from network management system or signaling monitoring system is subscribed each mobile phone of receiving bulk SMS in the historical data of place LAC of different periods of every day in the recent period from BOSS system, operation analysis system or signaling monitoring system collection;
(12) data acquisition unit is sent to data storage cell with various image data;
(13) data storage cell carries out classification and storage to the various image data that transmit, for subsequent treatment.
5. method according to claim 4 is characterized in that: the different periods of said every day comprise: workaday prime shift or the operating time of working in three shifts, the time in the way on and off duty; Dinner hour; The mealtime of early, middle and late meal, the time after the supper, evening sack time; The day off at weekend that normal weekend, rest was still had holidays by turns or above-mentioned each period of legal festivals and holidays.
6. method according to claim 3 is characterized in that: said step (2) further comprises following concrete operations content:
(21) all mobile phones that receive bulk SMS for reservation, the optimization sorting arithmetic element is carried out computational analysis according to it in recent historical information of place LAC of different periods of every day, and prediction obtains wherein each mobile phone in the mass-sending LAC position that the period was positioned at;
(22) according to the historical data of each LAC paging load, each LAC of optimization sorting arithmetic element prediction is at actual paging number of times and the paging success rate of the mass-sending period that will carry out, promptly predict the actual loading of each LAC after; According to the maximum load of each LAC, calculate the idle load of each LAC again in this mass-sending period;
(23) each mobile phone that the reservation that obtains respectively according to step (21) and (22) receives bulk SMS is in the mass-sending LAC position that the period was positioned at in the idle load of mass-sending each LAC of period; Principle according to balanced LAC load; The optimization sorting arithmetic element is carried out the optimization computing of mass-sending ordering to related data; After obtaining optimization order that this bulk SMS sends to each mobile phone, again the optimization sorting result is sent to sms center.
CN 201010270590 2010-09-01 2010-09-01 Method and equipment for intelligently massively sending short message Expired - Fee Related CN101917690B (en)

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