CN111290928B - Atomic service importance determining method, device, medium and equipment - Google Patents
Atomic service importance determining method, device, medium and equipment Download PDFInfo
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- CN111290928B CN111290928B CN201811490231.XA CN201811490231A CN111290928B CN 111290928 B CN111290928 B CN 111290928B CN 201811490231 A CN201811490231 A CN 201811490231A CN 111290928 B CN111290928 B CN 111290928B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
- G06F11/3466—Performance evaluation by tracing or monitoring
- G06F11/3476—Data logging
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
- G06F11/3447—Performance evaluation by modeling
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management
Abstract
The present invention relates to the field of internet technologies, and in particular, to a method, an apparatus, a medium, and a device for determining importance of an atomic service. The embodiment of the invention models a complex system, and the analysis granularity takes the atomic service of the minimum constituent unit of the service as a unit. When the method is realized, corresponding atomic service logs are acquired according to the received atomic service catalogue, index values of user experience related indexes of each atomic service in the atomic service catalogue and the number of times each atomic service is called are extracted through the acquired atomic service logs, and further the importance of each atomic service in the system can be determined based on the extracted information, so that judgment of key nodes of the system is realized. And based on the importance of each atomic service, the key service performance can be further improved, so that the system performance is effectively improved, and the user experience is improved.
Description
Technical Field
The present invention relates to the field of internet technologies, and in particular, to a method, an apparatus, a medium, and a device for determining importance of an atomic service.
Background
At present, when a user accesses a service support system, such problems as incapability of successfully handling the service, withdrawal from the system during service handling, prompt of need of logging in again, no or slow opening of a page, long waiting time of the user, complaining of maintenance personnel by the user that the user can find and process the fault, incomplete opening of the page content, influence on the use of the user, prompt of successful service handling by the system, receipt of an error short message and the like often occur, and the user experience is poor.
However, since the service support system is very large in scale and various in service types, it is difficult to determine the key service therein, that is, it is difficult to effectively improve the system performance by improving the performance of the key service, thereby improving the user experience.
Disclosure of Invention
The embodiment of the invention provides a method, a device, a medium and equipment for determining the importance of an atomic service, which are used for solving the problem that key service in a system cannot be determined.
The invention provides a method for determining the importance of an atomic service, which comprises the following steps:
receiving an atomic service catalog corresponding to a system, wherein the atomic service is the minimum component unit of the service in the system;
collecting an atomic service log corresponding to the atomic service catalog, wherein the atomic service log comprises service logs corresponding to each atomic service in the atomic service catalog;
according to the atomic service log, determining index values of indexes corresponding to each atomic service in the atomic service catalog and related to user experience, and the number of times each atomic service in the atomic service catalog is called;
for each atomic service, determining the importance of the atomic service according to the index value of the index corresponding to the atomic service and related to user experience and the number of times the atomic service is called.
The invention also provides an atomic service importance determining device, which comprises:
the input module is used for receiving an atomic service catalog corresponding to a system, wherein the atomic service is a minimum composition unit of the service in the system; collecting an atomic service log corresponding to the atomic service directory, wherein the atomic service log comprises service logs corresponding to each atomic service in the atomic service directory;
the information extraction module is used for determining index values of indexes corresponding to each atomic service in the atomic service catalog and related to user experience according to the atomic service log, and the number of times each atomic service in the atomic service catalog is called;
the determining module is used for determining the importance of each atomic service according to the index value of the index related to the user experience corresponding to the atomic service and the number of times the atomic service is called.
The present invention also provides a non-volatile computer storage medium storing an executable program for execution by a processor to perform the steps of the method as described above.
The invention also provides an atomic service importance determination device comprising a memory, a processor and a computer program stored on the memory, wherein the processor implements the steps of the method as described above when executing the program.
The embodiment of the invention models a complex system, and the analysis granularity takes the atomic service of the minimum constituent unit of the service as a unit. When the method is realized, corresponding atomic service logs are acquired according to the received atomic service catalogue, index values of user experience related indexes of each atomic service in the atomic service catalogue and the number of times each atomic service is called are extracted through the acquired atomic service logs, and further the importance of each atomic service in the system can be determined based on the extracted information, so that judgment of key nodes of the system is realized. And based on the importance of each atomic service, the key service performance can be further improved, so that the system performance is effectively improved, and the user experience is improved.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and claims thereof as well as the appended drawings.
Drawings
In order to more clearly illustrate the embodiments of the invention or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described, it being obvious that the drawings in the following description are only some embodiments of the invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a flow chart of an atomic service importance determination method according to an embodiment of the present invention;
FIG. 2 is a diagram illustrating a call relationship between atomic services according to an embodiment of the present invention;
FIG. 3 is a diagram illustrating a call relationship between atomic services according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of an atomic service importance determining device according to a second embodiment of the present invention;
fig. 5 is a schematic structural diagram of an atomic service importance determining device according to a third embodiment of the present invention.
Detailed Description
According to the scheme provided by the embodiment of the invention, when the system is analyzed, the characteristics are mined from large-scale real atomic service logs (including the weblog, the service authentication log and the service quality log), and the information extraction is carried out, so that the importance degree of different atomic services is estimated. The follow-up method can be improved in a targeted manner according to the importance degree of the atomic service, so that the user experience is effectively improved, and the system performance is improved.
In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention will be described in further detail below with reference to the accompanying drawings, and it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
It should be noted that, as used herein, reference to "a plurality of" or "a plurality of" means two or more. "and/or", describes an association relationship of an association object, and indicates that there may be three relationships, for example, a and/or B, and may indicate: a exists alone, A and B exist together, and B exists alone. The character "/" generally indicates that the context-dependent object is an "or" relationship.
The terms first, second and the like in the description and in the claims and in the above-described figures, are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged where appropriate such that the embodiments of the invention described herein may be implemented in sequences other than those illustrated or otherwise described herein.
Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
Example 1
An embodiment of the present invention provides a method for determining importance of an atomic service, where the flow of steps of the method may be as shown in fig. 1, including:
and step 101, receiving an atomic service directory.
In this step, an atomic service directory corresponding to a system may be received, where the atomic service is a minimum component unit of a service in the system.
And 102, collecting an atomic service log.
In this step, an atomic service log corresponding to the atomic service directory may be collected, where the atomic service log includes a service log corresponding to each atomic service in the atomic service directory.
The atomic traffic log may be any form of traffic log corresponding to each atomic traffic. In this embodiment, collecting the atomic service log corresponding to the atomic service directory may, but is not limited to, include: and collecting a weblog, a service authentication log and a service quality log corresponding to the atomic service directory.
The weblog comprises a network quality index and an index value thereof corresponding to each atomic service in the atomic service catalog.
For example, the weblog may include, but is not limited to, a list of atomic traffic that includes a list of atomic traffic that corresponds to:
network delay, packet loss, jitter index and index value of accessing each server by each local city of the intranet;
network delay, packet loss, jitter index and index value of access server through Virtual Private Network (VPN) channel;
when the driving router performs fault isolation and resident segment investigation, the route tracking function provided for fault investigation comprises delay of each hop, packet loss index and index value thereof.
The service authentication log comprises login and authentication indexes and index values thereof corresponding to each atomic service handling in the atomic service directory.
For example, the service authentication log may include, but is not limited to, a list of the atomic services that each atomic service in the atomic service directory corresponds to:
authentication time delay and success rate index of intranet login system and index value thereof;
the authentication time delay and success rate index of the external network logging in the system through the VPN channel and the index value thereof.
The service quality log comprises service quality indexes and index values thereof corresponding to each atomic service in the atomic service catalog.
For example, the quality of service log may include, but is not limited to, a list of atomic services that includes a list of atomic services that corresponds to:
domain Name System (DNS) resolution delay, transmission Control Protocol (TCP) link establishment delay, first byte response delay, first screen opening delay, page opening delay, download rate, and crawler-based resource attribution index and index value thereof.
And 103, extracting information.
In this step, according to the atomic service log, an index value of an index related to user experience corresponding to each atomic service in the atomic service directory and the number of times each atomic service in the atomic service directory is called may be determined.
The index related to the user experience can be any index which can reflect the user experience. For example, indices as shown in Table 1 may be, but are not limited to:
TABLE 1
It should be further noted that, when determining the number of times each atomic service is invoked, a directed graph mining algorithm may be used to determine a call relationship graph between atomic services in the atomic service directory according to the atomic service log, and the number of times each atomic service is invoked may be further determined according to the atomic service call relationship graph.
That is, in the present embodiment, the call relationship between the atomic services may be combed by the directed graph mining algorithm, thereby determining the number of times each atomic service is called. It will be appreciated that the solution provided by this embodiment may determine the number of times each atomic service is invoked based on graph theory.
The call relationship graph between atomic services may be represented by a directed graph, such as that shown in fig. 2. In fig. 2, graph g= { V, E } is defined as a set of V and E, where V represents a set of all vertices in graph G, i.e., a set of atomic traffic. E represents the set of all edges in graph G. E is understood to mean the relationship between atomic services, i.e. there is a call relationship between two vertices, with direction information, pointed to the callee by the caller.
Of course, the call relation graph between atomic services is not limited to the use of a directed graph, but may also take other forms, such as an adjacency list representation. When the call relation diagram between the atomic services shown in fig. 2 adopts the adjacency list representation, it can be shown in fig. 3.
The call relationship diagram between the atomic services shown in fig. 2 or fig. 3 can be understood as a call relationship between 6 atomic services with reference numerals 1 to 6, respectively. And atomic service 1 is invoked by atomic service 2 and atomic service 4, atomic service 2 is invoked by atomic service 5, atomic service 3 is invoked by atomic service 6 and atomic service 5, atomic service 4 is invoked by atomic service 2, atomic service 5 is invoked by atomic service 4, and atomic service 6 is invoked by atomic service 6 itself.
Step 104, determining importance.
In this step, for each atomic service, the importance of the atomic service may be determined according to the index value of the index related to the user experience corresponding to the atomic service and the number of times the atomic service is invoked.
It can be understood that the user experience quality of an atomic service can be determined according to the index value of the index corresponding to the user experience, and the possibility of the atomic service being called can be determined according to the number of times the atomic service is called, so that the user experience quality of an atomic service and the possibility of being called can be combined, and the importance of the atomic service can be determined. It can be understood that the worse the user experience of an atomic service, and the higher the possibility of being invoked (i.e., the greater the scope of influence, the greater the possibility of affecting the user experience), the higher the importance of the atomic service, and the more performance improvement is required.
Of course, when determining the importance of an atomic service, the combination of the index value of the index related to the user experience corresponding to one atomic service and the number of times the atomic service is invoked may be any manner.
For example, in this step, a user perception coefficient may be determined according to an index value of an index related to user experience corresponding to one atomic service, where the larger the user perception coefficient is, the more the corresponding atomic service needs to be improved; according to the number of times the atomic service is called, determining an atomic service weight coefficient, wherein the larger the atomic service weight coefficient is, the greater the possibility that the corresponding atomic service is called is; and determining the importance of the atomic service according to the product of the user perception coefficient and the atomic service weight coefficient, wherein the larger the product is, the more important the corresponding atomic service is.
Taking a set of n (n is a positive integer) atomic services corresponding to an atomic service directory as x= { X1, X2, …, xn }, where xi represents an ith atomic service (i is a positive integer not greater than n) in the set as an example:
when the selected index value of the index related to the user experience is proportional to the quality of the user experience, that is, the higher the index value is, the better the user experience is, the user perception coefficient may be determined by, but not limited to, the following ways:
the index values of the m (m is a positive integer) user experience related indexes corresponding to Xi may be represented as xi= (Xi 1, xi2, … xim) in the form of feature vectors. Where xij represents the jth eigenvalue of the atomic service xi (j is a positive integer not greater than m).
The user perception coefficient Txi may be, but is not limited to, determined by the following formula:
that is, the user perception coefficient Txi may be determined by summing up m index values corresponding to xi and then taking the reciprocal.
The atomic traffic weight coefficient may be, but is not limited to, determined by:
according to the number of times each atomic service in the atomic service set X is called, for xi, normalization processing can be carried out on the number of times that each atomic service is called to obtain an atomic service weight coefficient ai corresponding to xi.
The product P (xi) of the user perception coefficient and the atomic traffic weight coefficient can be expressed as:
P(xi)＝ai×Txi
the calculation formula corresponding to P (xi) can be understood as a user perception detection model, which can be understood as reflecting the importance degree of the atomic service. The larger the value of P (xi), the higher the importance degree of the atomic service xi, thus, the more the atomic service needs to be optimized and modified, the processing efficiency of the whole service and even the system is improved, and the purpose of improving the user satisfaction is achieved.
The following means are provided based on the same inventive concept as in the first embodiment.
Example two
An embodiment of the present invention provides an atomic service importance determining device, where the structure of the device may be as shown in fig. 4, and the device includes:
the input module 11 is configured to receive an atomic service directory corresponding to a system, where the atomic service is a minimum component unit of a service in the system; collecting an atomic service log corresponding to the atomic service directory, wherein the atomic service log comprises service logs corresponding to each atomic service in the atomic service directory;
the information extraction module 12 is configured to determine, according to the atomic service log, an index value of an index related to user experience corresponding to each atomic service in the atomic service directory, and a number of times each atomic service in the atomic service directory is invoked;
the determining module 13 is configured to determine, for each atomic service, importance of the atomic service according to an index value of an index related to user experience corresponding to the atomic service and the number of times the atomic service is invoked.
It will be appreciated that the information extraction module 12 and the determination module 13 are both configured to process information collected by the input module 11. Of course, further, after the determining module 13 determines the importance of each atomic service, the determined importance of each atomic service may be further output, so as to perform optimization and modification according to the importance of each atomic service, which is not described in detail in this embodiment.
In a possible implementation manner, the collecting, by the input module 11, an atomic service log corresponding to the atomic service directory includes:
collecting a weblog, a service authentication log and a service quality log corresponding to the atomic service directory;
the weblog comprises a network quality index and an index value thereof corresponding to each atomic service in the atomic service catalog;
the service authentication log comprises login and authentication indexes and index values thereof corresponding to each atomic service handling in the atomic service directory;
the service quality log comprises service quality indexes and index values thereof corresponding to each atomic service in the atomic service catalog.
In one possible implementation, the information extraction module 12 determines, according to the atomic service log, the number of times each atomic service in the atomic service directory is invoked, including:
determining a call relation graph among the atomic services in the atomic service directory by adopting a directed graph mining algorithm according to the atomic service log;
and determining the number of times each atomic service is called according to the atomic service call relation diagram.
In one possible implementation manner, the determining module 13 determines the importance of an atomic service according to an index value of an index corresponding to the user experience related index and the number of times the atomic service is invoked, including:
determining a user perception coefficient according to an index value of an index corresponding to an atomic service and related to user experience, wherein the larger the user perception coefficient is, the more the corresponding atomic service needs to be improved;
according to the number of times the atomic service is called, determining an atomic service weight coefficient, wherein the larger the atomic service weight coefficient is, the greater the possibility that the corresponding atomic service is called is;
and determining the importance of the atomic service according to the product of the user perception coefficient and the atomic service weight coefficient, wherein the larger the product is, the more important the corresponding atomic service is.
Based on the same inventive concept, embodiments of the present invention provide the following apparatuses and media.
Example III
An embodiment of the present invention provides an atomic service importance determining device, where the device may have a structure as shown in fig. 5, and the device includes a memory 21, a processor 22, and a computer program stored on the memory, where the processor 22 implements the steps of the method according to the embodiment of the present invention when executing the program.
Alternatively, the processor 22 may include a Central Processing Unit (CPU), an application specific integrated circuit (ASIC, application specific integrated circuit), one or more integrated circuits for controlling program execution, a hardware circuit developed using a field programmable gate array (FPGA, field programmable gate array), and a baseband processor.
Optionally, the processor 22 may include at least one processing core.
Alternatively, the memory 21 may include a Read Only Memory (ROM), a random access memory (RAM, random access memory), and a disk memory. The memory 21 is used for storing data required by the operation of the at least one processor 22. The number of memories 21 may be one or more.
A fourth embodiment of the present invention provides a non-volatile computer storage medium storing an executable program, which when executed by a processor, implements the method provided in the first embodiment of the present invention.
In a specific implementation, the computer storage medium may include: a universal serial bus flash disk (USB, universal Serial Bus flash drive), a removable hard disk, a Read-Only Memory (ROM), a random access Memory (RAM, random Access Memory), a magnetic disk or an optical disk, or the like, which can store program codes.
In the embodiments of the present invention, it should be understood that the disclosed apparatus and method may be implemented in other manners. For example, the above-described embodiments of the apparatus are merely illustrative, e.g., the division of the units or units is merely a logical functional division, and there may be additional divisions when actually implemented, e.g., multiple units or components may be combined or integrated into another system, or some features may be omitted or not performed. Alternatively, the coupling or direct coupling or communication connection shown or discussed with each other may be through some interface, indirect coupling or communication connection of devices or units, electrical or otherwise.
The functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may be an independent physical module.
The integrated units, if implemented in the form of software functional units and sold or used as stand-alone products, may be stored in a computer readable storage medium. With such understanding, all or part of the technical solution of the embodiments of the present invention may be embodied in the form of a software product stored in a storage medium, including instructions for causing a computer device, which may be, for example, a personal computer, a server, or a network device, or a processor (processor), to perform all or part of the steps of the method described in the embodiments of the present invention. And the aforementioned storage medium includes: universal serial bus flash disk (universal serial bus flash drive), removable hard disk, ROM, RAM, magnetic or optical disk, or other various media capable of storing program code.
It will be appreciated by those skilled in the art that embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
While preferred embodiments of the present invention have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. It is therefore intended that the following claims be interpreted as including the preferred embodiments and all such alterations and modifications as fall within the scope of the invention.
It will be apparent to those skilled in the art that various modifications and variations can be made to the present invention without departing from the spirit or scope of the invention. Thus, it is intended that the present invention also include such modifications and alterations insofar as they come within the scope of the appended claims or the equivalents thereof.
Claims (8)
1. An atomic business importance determination method, characterized in that the method comprises:
receiving an atomic service catalog corresponding to a system, wherein the atomic service is the minimum component unit of the service in the system;
collecting an atomic service log corresponding to the atomic service catalog, wherein the atomic service log comprises service logs corresponding to each atomic service in the atomic service catalog;
determining index values of indexes corresponding to each atomic service in the atomic service directory and related to user experience according to the atomic service logs, determining call relation diagrams among the atomic services in the atomic service directory by adopting a directed graph mining algorithm according to the atomic service logs, and determining the number of times each atomic service is called according to the atomic service call relation diagrams;
for each atomic service, determining the importance of the atomic service according to the index value of the index corresponding to the atomic service and related to user experience and the number of times the atomic service is called.
2. The method of claim 1, wherein collecting an atomic traffic log corresponding to the atomic traffic directory comprises:
collecting a weblog, a service authentication log and a service quality log corresponding to the atomic service directory;
the weblog comprises a network quality index and an index value thereof corresponding to each atomic service in the atomic service catalog;
the service authentication log comprises login and authentication indexes and index values thereof corresponding to each atomic service handling in the atomic service directory;
the service quality log comprises service quality indexes and index values thereof corresponding to each atomic service in the atomic service catalog.
3. The method according to claim 1 or 2, wherein determining the importance of an atomic service based on an index value of an index related to user experience corresponding to the atomic service and the number of times the atomic service is invoked, comprises:
determining a user perception coefficient according to an index value of an index corresponding to an atomic service and related to user experience, wherein the larger the user perception coefficient is, the more the corresponding atomic service needs to be improved;
according to the number of times the atomic service is called, determining an atomic service weight coefficient, wherein the larger the atomic service weight coefficient is, the greater the possibility that the corresponding atomic service is called is;
and determining the importance of the atomic service according to the product of the user perception coefficient and the atomic service weight coefficient, wherein the larger the product is, the more important the corresponding atomic service is.
4. An atomic business importance determination device, characterized in that the device comprises:
the input module is used for receiving an atomic service catalog corresponding to a system, wherein the atomic service is a minimum composition unit of the service in the system; collecting an atomic service log corresponding to the atomic service directory, wherein the atomic service log comprises service logs corresponding to each atomic service in the atomic service directory;
the information extraction module is used for determining index values of indexes corresponding to each atomic service in the atomic service directory and related to user experience according to the atomic service log, determining call relation diagrams among the atomic services in the atomic service directory by adopting a directed graph mining algorithm according to the atomic service log, and determining the number of times each atomic service is called according to the atomic service call relation diagrams;
the determining module is used for determining the importance of each atomic service according to the index value of the index related to the user experience corresponding to the atomic service and the number of times the atomic service is called.
5. The apparatus of claim 4, wherein the input module for collecting the atomic traffic log corresponding to the atomic traffic directory comprises:
collecting a weblog, a service authentication log and a service quality log corresponding to the atomic service directory;
the weblog comprises a network quality index and an index value thereof corresponding to each atomic service in the atomic service catalog;
the service authentication log comprises login and authentication indexes and index values thereof corresponding to each atomic service handling in the atomic service directory;
the service quality log comprises service quality indexes and index values thereof corresponding to each atomic service in the atomic service catalog.
6. The apparatus of claim 4 or 5, wherein the determining module determines the importance of an atomic service according to an index value of an index related to user experience corresponding to the atomic service and the number of times the atomic service is invoked, including:
determining a user perception coefficient according to an index value of an index corresponding to an atomic service and related to user experience, wherein the larger the user perception coefficient is, the more the corresponding atomic service needs to be improved;
according to the number of times the atomic service is called, determining an atomic service weight coefficient, wherein the larger the atomic service weight coefficient is, the greater the possibility that the corresponding atomic service is called is;
and determining the importance of the atomic service according to the product of the user perception coefficient and the atomic service weight coefficient, wherein the larger the product is, the more important the corresponding atomic service is.
7. A non-transitory computer storage medium storing an executable program that is executed by a processor to implement the steps of any one of claims 1 to 3.
8. An atomic traffic importance determination device comprising a memory, a processor and a computer program stored on the memory, said processor implementing the steps of the method according to any one of claims 1 to 3 when said program is executed.
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