CN108875380A - A kind of processing system and method communicating big data - Google Patents

A kind of processing system and method communicating big data Download PDF

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Publication number
CN108875380A
CN108875380A CN201810745944.XA CN201810745944A CN108875380A CN 108875380 A CN108875380 A CN 108875380A CN 201810745944 A CN201810745944 A CN 201810745944A CN 108875380 A CN108875380 A CN 108875380A
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Prior art keywords
data
module
cabinet
cluster
big data
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CN201810745944.XA
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容健辉
崔丽君
王晓霞
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Guangzhou Driving Intellectual Property Operation Co Ltd
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Guangzhou Driving Intellectual Property Operation Co Ltd
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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
    • G06F21/55Detecting local intrusion or implementing counter-measures
    • G06F21/56Computer malware detection or handling, e.g. anti-virus arrangements
    • G06F21/562Static detection
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B08CLEANING
    • B08BCLEANING IN GENERAL; PREVENTION OF FOULING IN GENERAL
    • B08B5/00Cleaning by methods involving the use of air flow or gas flow
    • B08B5/02Cleaning by the force of jets, e.g. blowing-out cavities
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F1/00Details not covered by groups G06F3/00 - G06F13/00 and G06F21/00
    • G06F1/16Constructional details or arrangements
    • G06F1/20Cooling means

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Security & Cryptography (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • Computer Hardware Design (AREA)
  • General Health & Medical Sciences (AREA)
  • Virology (AREA)
  • Health & Medical Sciences (AREA)
  • Human Computer Interaction (AREA)
  • Computer And Data Communications (AREA)

Abstract

The invention discloses a kind of processing systems for communicating big data, including cabinet, data acquisition module, data information antivirus module, data statistic analysis module, data information categorization module, data memory module, data forwarding module and filter, the front surface of the cabinet, which is located at an end position, is fixedly connected with connecting plate, and the front surface of cabinet is located at insertion at upper fragment position and is equipped with server starting key.It is of the invention novel in design, it is easy to use, securely and reliably, by carrying out isolation processing to containing virulent information by data information antivirus module, the antivirus technique of data information antivirus module uses condition code technology and virtual machine technique, increases security protection, the normal operation of server is ensured, effective solution virus controls the defect of the software and hardware of server to be run slowly so as to cause system, constantly restart to server can not normal operating the problem of, provide working efficiency.

Description

A kind of processing system and method communicating big data
Technical field
The present invention relates to big data processing technology field, the processing system and method for specifically a kind of communication big data.
Background technique
It is the essential revolutionary information technology of a new generation that big data technology, which is with data, during data are taped the latent power, energy The innovation for enough driving theory, mode, technology and application practice, describe to this book system the concept of big data, development course, Market value, big data the relevant technologies and big data are to fields such as Digitalization in China construction, smart city, advertisement, media Core support effect, and desk study has been done to data scientific theory, in recent years, big data becomes the communications field and probes into extensively Topic because current mobile communication system is under big data environmental background, the great resource value of big data, Information Intelligence Quotient Industry value, has become one valuable assets of communication enterprise, becomes the embodiment of mobile communications industry strength and competitiveness, has There are certain economic value and effect.But existing communication data are easy to carry virulent data file and take the photograph in acquisition Enter, virus controls the defect of the software and hardware of server and runs slowly so as to cause system, constantly restarts to service Device can not normal operating, seriously affected the normal operation of server.
Through retrieving, Chinese patent discloses a kind of processing method and system of big data(Granted publication CN105677710A), which provides a kind of processing method and system of big data, and this method includes:From multiple numbers Big data is extracted according to source, and regular conversion is carried out to big data;Data processing is carried out to the big data after the regular conversion of progress;Root Database is established according to the big data after data processing.The present invention is by analyzing various information from multi-source heterogeneous data and constructing Database, so that data supporting is provided for Various types of data analysis, behavioural analysis, the analysis of user's portrait, relationship discovery, it is still, existing There is communication data to be easy that virulent data file intake will be carried in acquisition, the viral software and hardware to server lacks Be trapped into row control so as to cause system operation slowly, constantly restart to server can not normal operating, seriously affected server Normal operation.Therefore, those skilled in the art provide a kind of processing system and method for communicating big data, above-mentioned to solve The problem of being proposed in background technique.
Summary of the invention
The purpose of the present invention is to provide a kind of processing systems and method for communicating big data, to solve above-mentioned background technique The problem of middle proposition.
To achieve the above object, the present invention provides the following technical solutions:
A kind of processing system communicating big data, including cabinet, data acquisition module, data information antivirus module, data statistics Analysis module, data information categorization module, data memory module, data forwarding module and filter, the front surface of the cabinet It is fixedly connected with connecting plate at an end position, and the front surface of cabinet is located at insertion at upper fragment position and is equipped with server and opens Machine key, the front surface of the cabinet, which is located at middle section and is embedded at a side position of connecting plate, is provided with snap ring, and cabinet Front surface be located at lower fragment position insertion and be provided with plug-in unit, the side side wall insertion installation of the cabinet there are two exhaust fan, And the other side of cabinet is rotatably connected to chamber door by hinge, the upper surface of the cabinet is equipped with air pump by mounting base, and The inner tip of cabinet and it is located at midline position and is fixedly connected with the L-shaped pipeline of shape, the inside of the cabinet is from a left side To the right side, it is disposed with data acquisition module, data information antivirus module, data statistic analysis module, data letter from top to bottom Categorization module, data memory module, data forwarding module and filter are ceased, the inside of the pipeline is equipped with three in equidistant insertion A rotary air tap, the outlet side of the air pump are connected with tracheae, and the other end of the tracheae is connect through cabinet with pipeline, described Matched buckle is fixedly installed at the position of the corresponding snap ring in the inside of chamber door, and the inside insertion of chamber door is provided with The inside of visual window, the chamber door is fixedly installed with switch, the front surface of the connecting plate at a side position of visual window Insertion is provided with handrail, and the output end of the switch is electrically connected air pump and exhaust fan, and the input terminal electric connection switched is outer Portion's power supply.
As a further solution of the present invention:The data acquisition module filters out data packet from multiple data sources, number Include according to structure;Collecting structure, linear structure, tree-like several and graphic structure.
As further scheme of the invention:The data statistic analysis module carries out data to the big data after antivirus The mode of processing is clustering algorithm.
As further scheme of the invention:The step of big data clustering algorithm is:
1)Assume that object set is D, preparation is divided into K cluster;
2)K element is taken at random from D, as the respective center of K cluster;
3)Remaining element is calculated separately to the distinctiveness ratio at K cluster center, and it is minimum that these elements are planned for distinctiveness ratio respectively Cluster;
4)According to cluster result, the respective center of K cluster is recalculated, calculation method is to take in cluster all elements respectively dimension Arithmetic average;
5)Elements whole in D are clustered again according to new center;
6)Previous step is repeated, until cluster result is not changing;
7)Result is exported.
As further scheme of the invention:The technology packet that the data information antivirus module kills virus to big data It includes;Condition code technology and virtual machine technique.
As further scheme of the invention:The data memory module include with storage collecting structure, linear structure, Set storage unit, linear memory unit, tree-like storage unit and the figure storage that tree structure is mutually coped with graphic structure are single Member.
As further scheme of the invention:The lower surface of the cabinet is located at four edges and is fixedly installed with shifting Driving wheel, two of them are universal wheel, and another one or two is directional wheel.
As further scheme of the invention:The front surface insertion of the chamber door is provided with air grid.
As further scheme of the invention:A kind of processing method communicating big data, includes the following steps:
S1. data acquisition is carried out by web crawlers;
S2. antivirus processing is carried out to the data information after acquisition;
S3. data information is analyzed by clustering algorithm;
S4. classify to the data information after antivirus;
S5. it is stored in data memory module;
S6. sorted data are needed to be forwarded according to client;
S7. ensure to allow useful signal is as zero-decrement as possible to pass through, the decaying big as far as possible to garbage signal.
Compared with prior art, the beneficial effects of the invention are as follows:It is of the invention novel in design, it is easy to use, securely and reliably, lead to It crosses and isolation processing, the antivirus technique of data information antivirus module is carried out to containing virulent information by data information antivirus module Using condition code technology and virtual machine technique, security protection is increased, has ensured the normal operation of server, effective solution Virus to the defect of the software and hardware of server controlled so as to cause system run slowly, constantly restart to server without The problem of method normal operating, working efficiency is provided, operated by switch control air pump and exhaust fan, generated after air pump running Gas enters in pipeline along tracheae, then is sprayed by rotary air tap, can blow afloat to the dust of element surface each in cabinet, flies The dust raised can be discharged outside case by exhaust fan, protected just the cleaning in space in case, improved the reaction speed of equipment, be ensured The normal operation of equipment solves dust into may cause the snap-gauge poor contact and dead in the card slot of some snap-gauge Other failures such as machine, in addition dust excessively will affect fan heat and whole processing speed and read or write speed, pass through data forwarding Module by sorted data according to client need be forwarded, during forwarding by filter to useless signal into Row decaying, it is ensured that allow useful signal is as zero-decrement as possible to pass through, effectively raise the transmission speed of data information.
Detailed description of the invention
Fig. 1 is the structural diagram of the present invention.
Fig. 2 is the scheme of installation of inventive pipeline.
Fig. 3 is the principle of the present invention figure.
Fig. 4 is method figure of the invention.
Fig. 5 is data statistic analysis module analysis method figure of the present invention.
In figure:1, cabinet;2, snap ring;3, handrail;4, exhaust fan;5, connecting plate;6, plug-in unit;7, hinge;8, visual window;9, Buckle;10, it switchs;11, chamber door;12, tracheae;13, server starting key;14, air pump;15, pipeline;16, rotary air tap; 17, data acquisition module;18, data information antivirus module;19, data statistic analysis module;20, data information categorization module; 21, data memory module;22, data forwarding module;23, filter.
Specific embodiment
Please refer to Fig. 1~5, in the embodiment of the present invention, a kind of processing system communicating big data, including cabinet 1, data are adopted Collect module 17, data information antivirus module 18, data statistic analysis module 19, data information categorization module 20, data and stores mould Block 21, data forwarding module 22 and filter 23, the front surface of cabinet 1, which is located at an end position, is fixedly connected with connecting plate 5, and The front surface of cabinet 1 is located at upper fragment position insertion and is equipped with server starting key 13, the front surface of cabinet 1 be located at middle section and Insertion is provided with snap ring 2 at a side position of connecting plate 5, and the front surface of cabinet 1 is located at insertion setting at lower fragment position There is plug-in unit 6, there are two exhaust fans 4 for the side side wall insertion installation of cabinet 1, and the other side of cabinet 1 is rotatablely connected by hinge 7 There is a chamber door 11, the upper surface of cabinet 1 is equipped with air pump 14 by mounting base, and the inner tip of cabinet 1 and is located at midline position Place is fixedly connected with the L-shaped pipeline 15 of shape, and the inside of cabinet 1 from left to right, is disposed with data from top to bottom and adopts Collect module 17, data information antivirus module 18, data statistic analysis module 19, data information categorization module 20, data and stores mould Block 21, data forwarding module 22 and filter 23, in equidistant insertion installation, there are three rotary air tap 16, air pumps for the inside of pipeline 15 14 outlet side is connected with tracheae 12, and the other end of tracheae 12 is connect through cabinet 1 with pipeline 15, and the inside of chamber door 11 is corresponding Matched buckle 9 is fixedly installed at the position of snap ring 2, and the inside insertion of chamber door 11 is provided with visual window 8, chamber door 11 inside is fixedly installed with switch 10 at a side position of visual window 8, when use;14 He of air pump is controlled by switch 10 Exhaust fan 4 operates, and the gas that air pump 14 generates after operating enters in pipeline 15 along tracheae 12, then sprayed by rotary air tap 16, can It is blown afloat with the dust to each element surface in cabinet 1, the dust flown upward can be discharged outside case by exhaust fan 4, be protected just The cleaning in space in case, improves the reaction speed of equipment, has ensured the normal operation of equipment, solves dust into some card May cause other failures such as the snap-gauge poor contact and crash in the card slot of plate, in addition dust excessively will affect fan heat with And whole processing speed and read or write speed, the front surface insertion of connecting plate 5 are provided with handrail 3, the output end of switch 10 is electrical Air pump 14 and exhaust fan 4 are connected, and the input terminal of switch 10 is electrically connected external power supply.
Data acquisition module 17 filters out data packet from multiple data sources, and data structure includes;Collecting structure, linear junction Structure, tree-like several and graphic structure.
The mode that big data after 19 pairs of data statistic analysis module antivirus carries out data processing is clustering algorithm.
The step of big data clustering algorithm is:
1. hypothesis object set is D, preparation is divided into K cluster;
2. K element is taken at random from D, as the respective center of K cluster;
3. calculating separately remaining element to the distinctiveness ratio at K cluster center, these elements are planned for the minimum cluster of distinctiveness ratio respectively;
4. according to cluster result, the respective center of K cluster is recalculated, calculation method takes in cluster all elements respectively dimension Arithmetic average;
5. elements whole in D are clustered again according to new center;
6. previous step is repeated, until cluster result is not changing;
7. result is exported.
Data information antivirus module 18 include to the technology that big data is killed virus;Condition code technology and virtual machine technique.
Data memory module 21 includes mutually coping with storage collecting structure, linear structure, tree structure and graphic structure Gather storage unit, linear memory unit, tree-like storage unit and graphic storage unit.
The lower surface of cabinet 1 is located at four edges and is fixedly installed with movable pulley, and two of them are universal wheel, and another two A is directional wheel, can play effect easy to remove, required labor intensity, increases flexibility when reducing mobile.
The front surface insertion of chamber door 11 is provided with air grid, and the effect of draft fan heat can be played by air grid.
A kind of processing method communicating big data, includes the following steps:
S1. data acquisition is carried out by web crawlers;Effectively raise acquisition speed.
S2. antivirus processing is carried out to the data information after acquisition;Module is killed virus to containing virulent letter by data information Breath carries out isolation processing, and the antivirus technique of data information antivirus module uses condition code technology and virtual machine technique, increases peace Full protection, has ensured the normal operation of server, and effective solution virus carries out the defect of the software and hardware of server Control so as to cause system operation slowly, constantly restart to server can not normal operating the problem of, provide working efficiency
S3. data information is analyzed by clustering algorithm;The step of clustering algorithm, is broadly divided into seven steps:First step is false If object set is D, preparation is divided into K cluster;Second step takes K element at random from D, as the respective center of K cluster; Third step calculates separately remaining element to the distinctiveness ratio at K cluster center, and it is minimum that these elements are planned for distinctiveness ratio respectively Cluster;4th step recalculates the respective center of K cluster according to cluster result, and calculation method is that all elements in cluster is taken respectively to tie up The arithmetic average of degree;5th step clusters elements whole in D according to new center again;6th step repeats previous step, directly Do not changing to cluster result;7th step exports result, and a whole set of step is more intuitive, and structure type is very clear.
S4. classify to the data information after antivirus;
S5. it is stored in data memory module;
S6. sorted data are needed to be forwarded according to client;
S7. ensure to allow useful signal is as zero-decrement as possible to pass through, the decaying big as far as possible to garbage signal is effective to improve The transmission speed of data information.
The working principle of the invention is:First;Air pump 14 is controlled by switch 10 and exhaust fan 4 operates, and air pump 14 operates The gas generated afterwards enters in pipeline 15 along tracheae 12, then is sprayed by rotary air tap 16, can be to each element surface in cabinet 1 Dust is blown afloat, and the dust flown upward can be discharged outside case by exhaust fan 4, has been protected just the cleaning in space in case, has been improved and set Standby reaction speed has ensured the normal operation of equipment, solve dust into some snap-gauge card slot in may cause this Other failures such as snap-gauge poor contact and crash, in addition dust excessively will affect fan heat and whole processing speed and read-write Speed, further;Data, data are acquired from multiple data sources by the web crawlers software inside data acquisition module 17 In have data available information, also have and take viruliferous data information, virus can defect to the software and hardware of server into Row control so as to cause system operation slowly, constantly restart to server can not normal operating the problem of, in addition virus can be to whole File in a server is renamed, is deleted, replacing content, reverse or reproducting content, lost part program code, write-in Time blank, segmentation or personation file lose document cluster and loss data file etc., and data pass through data information after acquiring Antivirus module 18 carries out isolation processing to containing virulent information, and the antivirus technique of data information antivirus module 18 uses condition code Technology and virtual machine technique, increase security protection, have ensured the normal operation of server, and effective solution virus is to service The defect of the software and hardware of device is controlled so as to cause system operation slowly, and constantly restarting can not normal operating to server The problem of, working efficiency is provided, the Secure data information after antivirus passes through the clustering algorithm in data statistic analysis module 19 It is parsed, the step of clustering algorithm is broadly divided into seven steps:First step assumes that object set is D, and preparation is divided into K cluster; Second step takes K element at random from D, as the respective center of K cluster;Third step calculates separately remaining element to K cluster These elements are planned for the minimum cluster of distinctiveness ratio by the distinctiveness ratio at center respectively;4th step recalculates K according to cluster result A respective center of cluster, calculation method are the arithmetic averages for taking the respective dimension of all elements in cluster;5th step will be whole in D Element clusters again according to new center;6th step repeats previous step, until cluster result is not changing;7th step is by result Output, a whole set of step is more intuitive, and structure type is very clear, is stored in data memory module by data information categorization module 20 In 21, finally;Sorted data are needed to be forwarded according to client by data forwarding module 22, during forwarding Decayed by filter 23 to useless signal, it is ensured that allow useful signal is as zero-decrement as possible to pass through, it is effective to improve The transmission speed of data information.

Claims (9)

1. a kind of processing system for communicating big data, including cabinet(1), data acquisition module(17), data information kill virus module (18), data statistic analysis module(19), data information categorization module(20), data memory module(21), data forwarding module (22)And filter(23), which is characterized in that the cabinet(1)Front surface be located at an end position and be fixedly connected with connecting plate (5), and cabinet(1)Front surface be located at upper fragment position insertion server starting key be installed(13), the cabinet(1)'s Front surface is located at middle section and close to connecting plate(5)A side position at insertion be provided with snap ring(2), and cabinet(1)Front surface Insertion is provided with plug-in unit at lower fragment position(6), the cabinet(1)The insertion installation of side side wall there are two exhaust fan(4), And cabinet(1)The other side pass through hinge(7)It is rotatably connected to chamber door(11), the cabinet(1)Upper surface pass through mounting base Air pump is installed(14), and cabinet(1)Inner tip and be located at midline position at be fixedly connected with the L-shaped pipeline of shape (15), the cabinet(1)Inside from left to right, be disposed with data acquisition module from top to bottom(17), data information kills Malicious module(18), data statistic analysis module(19), data information categorization module(20), data memory module(21), data turn Send out module(22)And filter(23), the pipeline(15)In equidistant insertion installation, there are three rotary air taps for inside(16), institute State air pump(14)Outlet side be connected with tracheae(12), the tracheae(12)The other end run through cabinet(1)With pipeline(15)Even It connects, the chamber door(11)The corresponding snap ring in inside(2)Position at be fixedly installed with matched buckle(9), and case Door(11)Inside insertion be provided with visual window(8), the chamber door(11)Inside close to visual window(8)A side position at consolidate Dingan County is equipped with switch(10), the connecting plate(5)Front surface insertion be provided with handrail(3), the switch(10)Output end It is electrically connected air pump(14)And exhaust fan(4), and switch(10)Input terminal be electrically connected external power supply.
2. a kind of processing system for communicating big data according to claim 1, which is characterized in that the data acquisition module (17)Data packet is filtered out from multiple data sources, data structure includes;Collecting structure, linear structure, tree-like several and figure Structure.
3. a kind of processing system for communicating big data according to claim 1, which is characterized in that the data statistic analysis Module(19)The mode for carrying out data processing to the big data after antivirus is clustering algorithm.
4. a kind of processing system for communicating big data according to claim 3, which is characterized in that the big data cluster is calculated The step of method is:
1)Assume that object set is D, preparation is divided into K cluster;
2)K element is taken at random from D, as the respective center of K cluster;
3)Remaining element is calculated separately to the distinctiveness ratio at K cluster center, and it is minimum that these elements are planned for distinctiveness ratio respectively Cluster;
4)According to cluster result, the respective center of K cluster is recalculated, calculation method is to take in cluster all elements respectively dimension Arithmetic average;
5)Elements whole in D are clustered again according to new center;
6)Previous step is repeated, until cluster result is not changing;
7)Result is exported.
5. a kind of processing system for communicating big data according to claim 1, which is characterized in that the data information antivirus Module(18)Include to the technology that big data is killed virus;Condition code technology and virtual machine technique.
6. a kind of processing system for communicating big data according to claim 1, which is characterized in that the data memory module (21)Including mutually coped with storage collecting structure, linear structure, tree structure and graphic structure set storage unit, linearly deposit Storage unit, tree-like storage unit and graphic storage unit.
7. a kind of processing system for communicating big data according to claim 1, which is characterized in that the cabinet(1)Under Surface is located at four edges and is fixedly installed with movable pulley, and two of them are universal wheel, and another one or two is directional wheel.
8. a kind of processing system for communicating big data according to claim 1, which is characterized in that the chamber door(11)Before Surface insertion is provided with air grid.
9. a kind of processing method for communicating big data according to claim 1, which is characterized in that include the following steps:
S1. data acquisition is carried out by web crawlers;
S2. antivirus processing is carried out to the data information after acquisition;
S3. data information is analyzed by clustering algorithm;
S4. classify to the data information after antivirus;
S5. it is stored in data memory module;
S6. sorted data are needed to be forwarded according to client;
S7. ensure to allow useful signal is as zero-decrement as possible to pass through, the decaying big as far as possible to garbage signal.
CN201810745944.XA 2018-07-09 2018-07-09 A kind of processing system and method communicating big data Pending CN108875380A (en)

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