CN106912066A - The computational methods and device of a kind of KPI Key Performance Indicator - Google Patents
The computational methods and device of a kind of KPI Key Performance Indicator Download PDFInfo
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- CN106912066A CN106912066A CN201510980221.4A CN201510980221A CN106912066A CN 106912066 A CN106912066 A CN 106912066A CN 201510980221 A CN201510980221 A CN 201510980221A CN 106912066 A CN106912066 A CN 106912066A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/04—Arrangements for maintaining operational condition
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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
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/08—Testing, supervising or monitoring using real traffic
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Abstract
The invention discloses the computational methods and device of a kind of KPI Key Performance Indicator, including：Expansible detailed single interface xDR tickets of binary bit stream form are obtained, the xDR tickets include N number of field, wherein, each field is encoded including field identification, and N is positive integer；M field is selected from N number of field, and calculates the first cryptographic Hash that the binary bit stream for constituting is encoded by the field identification of the M field, M is the positive integer less than or equal to N；Judge in the corresponding Q cryptographic Hash of Q KPI Key Performance Indicator KPI condition with the presence or absence of second cryptographic Hash equal with first cryptographic Hash, if not existing, return to the step of selecting M field from N number of field；If in the presence of, the M field is defined as the field combination of KPI condition couplings corresponding with second cryptographic Hash, and KPI is calculated according to the corresponding KPI models of second cryptographic Hash and the M field, Q is positive integer.
Description
Technical field
The present invention relates to wireless communication technology field, more particularly to a kind of KPI Key Performance Indicator computational methods and
Device.
Background technology
It is increasingly competitive between common carrier with the rapid growth of Communications Market number of users, it is ripe
How telecom operators improve user satisfaction while own net stable operation is concerned about, reduce user
Turnover rate, the potential value and profit growth point of digging user, has become and retains its competitive edge and fight for
The first-chair key in future market.Existing assessing network system is the KPI (Key based on network element mostly
Performance Indicators, KPI Key Performance Indicator) to analyze, KPI analysis systems are obtained from the webserver
Number of dropped calls, speech quality parameter, short message successful receiving rate, short message averagely send duration, caller and access mistake
The multiple data such as rate are lost, these data are analyzed with computing, evaluate network quality, analyze network failure,
The operation management of specification network.
KPI analysis systems can objective, exactly analyze network communication quality and failure cause.At present,
KPI is calculated generally by the following manner：Read xDR (the Extensible Detail of binary bit stream form
Record, expansible detailed single interface) ticket, be then by the xDR ticket conversions of binary bit stream form
Then multiple fields in the xDR tickets of character string forms are arranged by the xDR tickets of character string forms
Row combination, obtains multiple field combinations.Each field combination and each KPI condition are carried out into string matching,
Determine whether the field combination is field combination with the KPI condition couplings, if it does, then by should
The corresponding KPI models of KPI conditions calculate KPI.If receiving an xDR ticket for including N number of field,
If needing M field in P KPI condition, each KPI condition, then calculate all KPI
When, it is necessary to the total degree for carrying out string matching calculating is exactly M × N × P, therefore this calculating KPI
Method take very much the resources such as the processor and memory headroom of system, while KPI calculate real-time
It is not high.
The content of the invention
The embodiment of the present invention provides the computational methods and device of a kind of KPI Key Performance Indicator, is used to improve calculating
The efficiency of KPI.
The embodiment of the present invention provides a kind of computational methods of KPI Key Performance Indicator, and the method includes：
Expansible detailed single interface xDR tickets of binary bit stream form are obtained, is wrapped in the xDR tickets
N number of field is included, wherein, each field is encoded including field identification, and N is positive integer；
M field is selected from N number of field, and is calculated by the field identification volume of the M field
First cryptographic Hash of the binary bit stream that code is constituted, M is the positive integer less than or equal to N；
Judge to whether there is in the corresponding Q cryptographic Hash of Q KPI Key Performance Indicator KPI condition and described the
The second equal cryptographic Hash of one cryptographic Hash, if not existing, returns and M is selected from N number of field
The step of field；If in the presence of the M field is defined as into KPI corresponding with second cryptographic Hash
The field combination of condition coupling, and according to the corresponding KPI models of second cryptographic Hash and the M
Field calculates KPI, and Q is positive integer.
Optionally, it is described according to the corresponding KPI models of second cryptographic Hash and the M field meter
Calculate after KPI, also include：
Judge the KPI conditions with the presence or absence of the field combination for being not determined by matching in Q KPI condition, if
In the presence of, then return from N number of field select M field the step of.
Optionally, it is described to calculate the binary bit stream being made up of the field identification coding of the M field
The first cryptographic Hash after, also include：
Using first cryptographic Hash as storage address, and by the corresponding binary bits of the M field
Stream is stored in the internal memory that the storage address is pointed to, to determine the M according to first cryptographic Hash
Individual field.
Optionally, the hash algorithm that the calculating Q cryptographic Hash is used is with calculating by the M field
The hash algorithm that is used of the first cryptographic Hash of binary bit stream that constitutes of field identification coding it is identical.
Optionally, calculate and encode the of the binary bit stream for constituting by the field identification of the M field
The hash algorithm that one cryptographic Hash is used for it is following any one：
Message summary MD5；
Message summary MD4；
Secure Hash Algorithm SHA1.
The embodiment of the present invention provides a kind of computing device of KPI Key Performance Indicator, and the device includes：
Acquiring unit, the expansible detailed single interface xDR tickets for obtaining binary bit stream form, institute
Stating xDR tickets includes N number of field, wherein, each field is encoded including field identification, and N is just whole
Number；
Determining unit, for selecting M field from N number of field, and calculates by the M word
First cryptographic Hash of the binary bit stream that the field identification coding of section is constituted, M is less than or equal to N's
Positive integer；
KPI computing units, for judging the corresponding Q cryptographic Hash of Q KPI Key Performance Indicator KPI condition
In whether there is second cryptographic Hash equal with first cryptographic Hash, if not existing, return from the N
The step of M field being selected in individual field；If in the presence of the M field is defined as and described
The field combination of the corresponding KPI condition couplings of two cryptographic Hash, and according to the corresponding KPI of second cryptographic Hash
Model and the M field calculate KPI, and Q is positive integer.
Optionally, the KPI computing units are additionally operable to：
Judge the KPI conditions with the presence or absence of the field combination for being not determined by matching in Q KPI condition, if
In the presence of, then return from N number of field select M field the step of.
Optionally, the determining unit is additionally operable to：
Using first cryptographic Hash as storage address, and by the corresponding binary bits of the M field
Stream is stored in the internal memory that the storage address is pointed to, to determine the M according to first cryptographic Hash
Individual field.
Optionally, the hash algorithm that the calculating Q cryptographic Hash is used is with calculating by the M field
The hash algorithm that is used of the first cryptographic Hash of binary bit stream that constitutes of field identification coding it is identical.
Optionally, calculate and encode the of the binary bit stream for constituting by the field identification of the M field
The hash algorithm that one cryptographic Hash is used for it is following any one：
Message summary MD5；
Message summary MD4；
Secure Hash Algorithm SHA1.
The method and device for providing according to embodiments of the present invention, when KPI is calculated, directly calculates by M
First cryptographic Hash of the field identification coding composition binary bit stream of field, and true by the first cryptographic Hash
When determining to there is the second cryptographic Hash equal thereto in Q cryptographic Hash, using the M field as with this second
The field combination of the corresponding KPI condition couplings of cryptographic Hash, so as to according to the M field and this second
The corresponding KPI models of cryptographic Hash calculate KPI.Due to method provided in an embodiment of the present invention and need not carry out
The conversion of binary code and character string, while also without carrying out string matching, but it is straight by cryptographic Hash
Location field combination and KPI models corresponding with the field combination are connect, so as to save substantial amounts of resource,
Improve the efficiency for calculating KPI.
Brief description of the drawings
Technical scheme in order to illustrate more clearly the embodiments of the present invention, institute in being described to embodiment below
The accompanying drawing for needing to use is briefly introduced, it should be apparent that, drawings in the following description are only of the invention
Some embodiments, for one of ordinary skill in the art, are not paying the premise of creative labor
Under, other accompanying drawings can also be obtained according to these accompanying drawings.
Fig. 1 is a kind of computational methods schematic flow sheet of KPI Key Performance Indicator provided in an embodiment of the present invention；
Fig. 2 is a kind of computational methods schematic flow sheet of KPI Key Performance Indicator provided in an embodiment of the present invention；
Fig. 3 is a kind of computing device structure schematic diagram of KPI Key Performance Indicator provided in an embodiment of the present invention.
Specific embodiment
In order that the object, technical solutions and advantages of the present invention are clearer, below in conjunction with accompanying drawing to this hair
It is bright to be described in further detail, it is clear that described embodiment is only some embodiments of the invention,
Rather than whole embodiments.Based on the embodiment in the present invention, those of ordinary skill in the art are not doing
Go out all other embodiment obtained under the premise of creative work, belong to the scope of protection of the invention.
The embodiment of the present invention can apply to LTE (Long Term Evolution, Long Term Evolution), GSM
(Global System for Mobile Communications, global system for mobile communications), WCDMA
(Wideband Code Division Multiple Access, WCDMA mobile communication system) etc. is
In system.
The equipment for performing the embodiment of the present invention can be personal computer, server, the ATCA of standard
(Advanced Telecom Computing Architecture, Advanced telecom computing architecture) blade server or
Special hardware etc., the embodiment of the present invention is not limited this.
Based on foregoing description, as shown in figure 1, being a kind of KPI Key Performance Indicator provided in an embodiment of the present invention
Computational methods schematic flow sheet.
Referring to Fig. 1, the method includes：
Step 101：Obtain expansible detailed single interface xDR tickets of binary bit stream form, the xDR
Ticket includes N number of field, wherein, each field is encoded including field identification, and N is positive integer；
Step 102：M field is selected from N number of field, and is calculated by the M field
First cryptographic Hash of the binary bit stream that field identification coding is constituted, M is just whole less than or equal to N
Number；
Step 103：Judge to whether there is in the corresponding Q cryptographic Hash of Q KPI Key Performance Indicator KPI condition
Second cryptographic Hash equal with first cryptographic Hash, if not existing, returns and is selected from N number of field
The step of selecting M field；If in the presence of the M field is defined as and second cryptographic Hash pair
The field combination of the KPI condition couplings answered, and according to the corresponding KPI models of second cryptographic Hash and institute
State M field and calculate KPI, Q is positive integer.
In step 101, xDR tickets can be obtained by network interface card.The xDR tickets for getting are binary system
Bit stream form.
Optionally, the xDR tickets for getting are S1-MME (the Mobile Managenment of signaling plane
Entity, mobile management entity) interface xDR tickets.
In the xDR tickets for getting can include N number of field, each field include field identification encode with
And field contents.Field identification coding uniquely identifies a field, and field contents indicate the field mark
Know the corresponding parameter of coding.
For example, 0x01 can be to identify server ip (Internet Protocol, Internet protocol)
The field identification coding of address field, corresponding field contents：192.168.1.1, can indicate that this
The corresponding parameter of field.0xFF can be the field identification coding for identifying user port field, right therewith
The field contents answered：8080, can indicate that the corresponding parameter of the field.
It should be noted that in xDR tickets, the order of length and the field arrangement of each field is fixed
, thus can according to the order of binary bit stream determine which binary bit stream belong to which field,
Which binary bit stream is intended to indicate that field identification coding.
In step 102, the efficiency of KPI is calculated to improve, xDR is not talked about in the embodiment of the present invention
Character string conversion is singly carried out, but is matched in binary bit stream form.
Specifically, the first step, first determines M field from xDR tickets.Can in the embodiment of the present invention
To randomly choose out M field；Can also be by N number of field composition in xDR tickets in the embodiment of the present invention
All possible field combination be numbered in sequence, according to the numbering of sequential selection one of numbering, and
Field in the corresponding field combination of numbering that will be selected is defined as the M field for needing.
Second step, calculates and encodes the of the binary bit stream for constituting by the field identification of the M field
One cryptographic Hash.
Optionally, in the embodiment of the present invention, calculate what is be made up of the field identification coding of the M field
The hash algorithm that first cryptographic Hash of binary bit stream is used for it is following any one：
MD (Message Digest, message summary) 5；MD4；SHA (Secure Hash Algorithm,
Secure Hash Algorithm) 1.
Certainly, in the embodiment of the present invention, the first cryptographic Hash can also be calculated using other algorithms, herein no longer
Repeat.
In the embodiment of the present invention, in order to quickly determine the M field contents of field, M is being calculated
While field corresponding first cryptographic Hash, can also be using first cryptographic Hash as storage address, and will
The corresponding binary bit stream storage of the M field in the internal memory that the storage address is pointed to, so as to
The M field is determined according to first cryptographic Hash.
In step 103, the corresponding Q cryptographic Hash of Q KPI condition is according to each KPI condition correspondence
The binary bit stream that constitutes of field identification code of field combination calculated by hash algorithm.Due to every
The field that the corresponding KPI models of individual KPI conditions need is made an appointment, the field identification code of each field
It is also what is made an appointment, thus may determine that going out the cryptographic Hash of each corresponding field combination of KPI conditions.
It should be noted that in the embodiment of the present invention, calculating the hash algorithm that the Q cryptographic Hash is used
First cryptographic Hash institute of the binary bit stream constituted with the field identification coding calculated by the M field
The hash algorithm of use is identical.If the hash algorithm for using is different, it is likely that lead to not to determine with
The field combination of KPI matchings.
It is specific how according to M field and KPI models calculating KPI, the embodiment of the present invention to this not
Limit, the method that may be referred to calculate KPI in the prior art.
Optionally, in the embodiment of the present invention, when KPI is calculated, directly can be determined according to the first cryptographic Hash
M field.Specifically, using the first cryptographic Hash as storage address, by the internal memory of the first cryptographic Hash sensing
It is obtained with the binary bit stream of the corresponding M field of first cryptographic Hash.
Optionally, it is described according to the corresponding KPI models of second cryptographic Hash and the M field meter
After calculation KPI, it is also possible to need to judge to whether there is the field for being not determined by matching in Q KPI condition
The KPI conditions of combination, if in the presence of, return from N number of field select M field the step of.
If can be read in the absence of the KPI conditions of the field combination for being not determined by matching in Q KPI condition
Next xDR ticket, and KPI is calculated according to next xDR ticket.
Below by specific embodiment description flow above.
As shown in Fig. 2 for a kind of computational methods flow of KPI Key Performance Indicator provided in an embodiment of the present invention is shown
It is intended to.
Step 201：Obtain xDR tickets.
In the embodiment of the present invention, xDR tickets can be obtained by network interface card.
Step 202：M field is selected from N number of field of xDR tickets.
In the embodiment of the present invention, M field can be selected from N number of field at random.
Step 203：Calculate and encode the of the binary bit stream for constituting by the field identification of the M field
One cryptographic Hash.
In the embodiment of the present invention, the first cryptographic Hash can be calculated using following any one hash algorithm：
MD5；MD4；SHA 1.
Step 204：The corresponding binary bit stream storage of the M field is referred in first cryptographic Hash
To internal memory in.
Step 205：Judge to whether there is in the corresponding Q cryptographic Hash of Q KPI condition and described first breathes out
The second equal cryptographic Hash of uncommon value, if not existing, goes to step 202；If in the presence of going to step 206.
Step 206：M field is determined according to the first cryptographic Hash, according to M field and described second
The corresponding KPI models of cryptographic Hash calculate KPI.
Step 207：Q values are subtracted one, and judges whether Q is 0, if so, step 208 is then gone to, it is no
Then go to step 202.
Step 208：Terminate.
Based on identical technology design, the embodiment of the present invention also provides a kind of calculating dress of KPI Key Performance Indicator
Put, the executable above method embodiment of the device.
As shown in figure 3, being a kind of computing device of KPI Key Performance Indicator provided in an embodiment of the present invention, the dress
Put including：
Acquiring unit 301, the expansible detailed single interface xDR tickets for obtaining binary bit stream form,
The xDR tickets include N number of field, wherein, each field is encoded including field identification, and N is for just
Integer；
Determining unit 302, for selecting M field from N number of field, and calculates by the M
First cryptographic Hash of the binary bit stream that the field identification coding of individual field is constituted, M is less than or equal to N
Positive integer；
KPI computing units 303, for judging the corresponding Q Hash of Q KPI Key Performance Indicator KPI condition
Whether there is second cryptographic Hash equal with first cryptographic Hash in value, if not existing, return from described
The step of M field being selected in N number of field；If in the presence of, by the M field be defined as with it is described
The field combination of the corresponding KPI condition couplings of the second cryptographic Hash, and it is corresponding according to second cryptographic Hash
KPI models and the M field calculate KPI, and Q is positive integer.
Optionally, the KPI computing units 303 are additionally operable to：
Judge the KPI conditions with the presence or absence of the field combination for being not determined by matching in Q KPI condition, if
In the presence of, then return from N number of field select M field the step of.
Optionally, the determining unit 302 is additionally operable to：
Using first cryptographic Hash as storage address, and by the corresponding binary bits of the M field
Stream is stored in the internal memory that the storage address is pointed to, to determine the M according to first cryptographic Hash
Individual field.
Optionally, the hash algorithm that the calculating Q cryptographic Hash is used is with calculating by the M field
The hash algorithm that is used of the first cryptographic Hash of binary bit stream that constitutes of field identification coding it is identical.
Optionally, calculate and encode the of the binary bit stream for constituting by the field identification of the M field
The hash algorithm that one cryptographic Hash is used for it is following any one：
Message summary MD5；
Message summary MD4；
Secure Hash Algorithm SHA1.
In sum, the method and device for providing according to embodiments of the present invention, when KPI is calculated, directly counts
Calculate and the first cryptographic Hash for constituting binary bit stream is encoded by the field identification of M field, and by the
When one cryptographic Hash determines to there is the second cryptographic Hash equal thereto in Q cryptographic Hash, the M field is made
It is the field combination of KPI condition couplings corresponding with second cryptographic Hash, so as to according to the M field
And the corresponding KPI models of second cryptographic Hash calculate KPI.Due to method provided in an embodiment of the present invention simultaneously
The conversion of binary code and character string need not be carried out, while also without carrying out string matching, but it is logical
The direct location field combination of cryptographic Hash and KPI models corresponding with the field combination are crossed, it is big so as to save
The resource of amount, improves the efficiency for calculating KPI.
The present invention is produced with reference to method according to embodiments of the present invention, equipment (system) and computer program
The flow chart and/or block diagram of product is described.It should be understood that can by computer program instructions realize flow chart and
/ or block diagram in each flow and/or the flow in square frame and flow chart and/or block diagram and/
Or the combination of square frame.These computer program instructions to all-purpose computer, special-purpose computer, insertion can be provided
The processor of formula processor or other programmable data processing devices is producing a machine so that by calculating
The instruction of the computing device of machine or other programmable data processing devices is produced for realizing in flow chart one
The device of the function of being specified in individual flow or multiple one square frame of flow and/or block diagram or multiple square frames.
These computer program instructions may be alternatively stored in can guide computer or the treatment of other programmable datas to set
In the standby computer-readable memory for working in a specific way so that storage is in the computer-readable memory
Instruction produce include the manufacture of command device, the command device realization in one flow of flow chart or multiple
The function of being specified in one square frame of flow and/or block diagram or multiple square frames.
These computer program instructions can be also loaded into computer or other programmable data processing devices, made
Obtain and series of operation steps is performed on computer or other programmable devices to produce computer implemented place
Reason, so as to the instruction performed on computer or other programmable devices is provided for realizing in flow chart one
The step of function of being specified in flow or multiple one square frame of flow and/or block diagram or multiple square frames.
, but those skilled in the art once know base although preferred embodiments of the present invention have been described
This creative concept, then can make other change and modification to these embodiments.So, appended right will
Ask and be intended to be construed to include preferred embodiment and fall into having altered and changing for the scope of the invention.
Obviously, those skilled in the art can carry out various changes and modification without deviating from this hair to the present invention
Bright scope.So, if it is of the invention these modification and modification belong to the claims in the present invention scope it
Interior, then the present invention is also intended to comprising these changes and modification.
Claims (10)
1. a kind of computational methods of KPI Key Performance Indicator, it is characterised in that the method includes：
Expansible detailed single interface xDR tickets of binary bit stream form are obtained, is wrapped in the xDR tickets
N number of field is included, wherein, each field is encoded including field identification, and N is positive integer；
M field is selected from N number of field, and is calculated by the field identification volume of the M field
First cryptographic Hash of the binary bit stream that code is constituted, M is the positive integer less than or equal to N；
Judge to whether there is in the corresponding Q cryptographic Hash of Q KPI Key Performance Indicator KPI condition and described the
The second equal cryptographic Hash of one cryptographic Hash, if not existing, returns and M is selected from N number of field
The step of field；If in the presence of the M field is defined as into KPI corresponding with second cryptographic Hash
The field combination of condition coupling, and according to the corresponding KPI models of second cryptographic Hash and the M
Field calculates KPI, and Q is positive integer.
2. the method for claim 1, it is characterised in that described according to second cryptographic Hash pair
The KPI models answered and the M field are calculated after KPI, are also included：
Judge the KPI conditions with the presence or absence of the field combination for being not determined by matching in Q KPI condition, if
In the presence of, then return from N number of field select M field the step of.
3. the method for claim 1, it is characterised in that the calculating is by the M field
After first cryptographic Hash of the binary bit stream that field identification coding is constituted, also include：
Using first cryptographic Hash as storage address, and by the corresponding binary bits of the M field
Stream is stored in the internal memory that the storage address is pointed to, to determine the M according to first cryptographic Hash
Individual field.
4. the method for claim 1, it is characterised in that calculate the Q cryptographic Hash and used
Hash algorithm encode the of the binary bit stream for constituting with the field identification calculated by the M field
The hash algorithm that one cryptographic Hash is used is identical.
5. the method for claim 1, it is characterised in that calculate by the field of the M field
The hash algorithm that first cryptographic Hash of the binary bit stream that identification code is constituted is used is for following any one
Kind：
Message summary MD5；
Message summary MD4；
Secure Hash Algorithm SHA1.
6. a kind of computing device of KPI Key Performance Indicator, it is characterised in that the device includes：
Acquiring unit, the expansible detailed single interface xDR tickets for obtaining binary bit stream form, institute
Stating xDR tickets includes N number of field, wherein, each field is encoded including field identification, and N is just whole
Number；
Determining unit, for selecting M field from N number of field, and calculates by the M word
First cryptographic Hash of the binary bit stream that the field identification coding of section is constituted, M is less than or equal to N's
Positive integer；
KPI computing units, for judging the corresponding Q cryptographic Hash of Q KPI Key Performance Indicator KPI condition
In whether there is second cryptographic Hash equal with first cryptographic Hash, if not existing, return from the N
The step of M field being selected in individual field；If in the presence of the M field is defined as and described
The field combination of the corresponding KPI condition couplings of two cryptographic Hash, and according to the corresponding KPI of second cryptographic Hash
Model and the M field calculate KPI, and Q is positive integer.
7. device as claimed in claim 6, it is characterised in that the KPI computing units are additionally operable to：
Judge the KPI conditions with the presence or absence of the field combination for being not determined by matching in Q KPI condition, if
In the presence of, then return from N number of field select M field the step of.
8. device as claimed in claim 6, it is characterised in that the determining unit is additionally operable to：
Using first cryptographic Hash as storage address, and by the corresponding binary bits of the M field
Stream is stored in the internal memory that the storage address is pointed to, to determine the M according to first cryptographic Hash
Individual field.
9. device as claimed in claim 6, it is characterised in that calculate the Q cryptographic Hash and used
Hash algorithm encode the of the binary bit stream for constituting with the field identification calculated by the M field
The hash algorithm that one cryptographic Hash is used is identical.
10. device as claimed in claim 6, it is characterised in that calculate by the word of the M field
The hash algorithm that first cryptographic Hash of the binary bit stream that segment identification coding is constituted is used is for following any
It is a kind of：
Message summary MD5；
Message summary MD4；
Secure Hash Algorithm SHA1.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN106802907A (en) * | 2016-11-28 | 2017-06-06 | 恒安嘉新(北京)科技有限公司 | The KPI computational methods of the mobile LTE based on code stream addressing system |
| CN112134846A (en) * | 2020-08-21 | 2020-12-25 | 宜通世纪科技股份有限公司 | Method, system, device and medium for analyzing signaling data of communication network |
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| CN102594621A (en) * | 2012-02-21 | 2012-07-18 | 德科仕通信(上海)有限公司 | Method and system for monitoring high-performance IP (Internet Protocol) media stream |
| CN102831168A (en) * | 2012-07-24 | 2012-12-19 | 大唐移动通信设备有限公司 | Calculation method and device of KPI (Key Performance Indicator) |
| US20140075357A1 (en) * | 2012-09-12 | 2014-03-13 | International Business Machines Corporation | Enabling real-time opertional environment conformity to an enterprise model |
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| CN106802907A (en) * | 2016-11-28 | 2017-06-06 | 恒安嘉新(北京)科技有限公司 | The KPI computational methods of the mobile LTE based on code stream addressing system |
| CN106802907B (en) * | 2016-11-28 | 2019-05-31 | 恒安嘉新（北京）科技股份公司 | The KPI calculation method of mobile LTE based on code stream addressing system |
| CN112134846A (en) * | 2020-08-21 | 2020-12-25 | 宜通世纪科技股份有限公司 | Method, system, device and medium for analyzing signaling data of communication network |
| CN112134846B (en) * | 2020-08-21 | 2023-04-18 | 宜通世纪科技股份有限公司 | Method, system, device and medium for analyzing signaling data of communication network |
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