CN110569114A - Service processing method, device, equipment and storage medium - Google Patents
Service processing method, device, equipment and storage medium Download PDFInfo
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- CN110569114A CN110569114A CN201910752393.4A CN201910752393A CN110569114A CN 110569114 A CN110569114 A CN 110569114A CN 201910752393 A CN201910752393 A CN 201910752393A CN 110569114 A CN110569114 A CN 110569114A
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- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/50—Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
- G06F21/55—Detecting local intrusion or implementing counter-measures
- G06F21/56—Computer malware detection or handling, e.g. anti-virus arrangements
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/48—Program initiating; Program switching, e.g. by interrupt
- G06F9/4806—Task transfer initiation or dispatching
- G06F9/4843—Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
- G06F9/4881—Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
- G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
- G06F9/5011—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resources being hardware resources other than CPUs, Servers and Terminals
- G06F9/5016—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resources being hardware resources other than CPUs, Servers and Terminals the resource being the memory
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
- G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
- G06F9/5011—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resources being hardware resources other than CPUs, Servers and Terminals
- G06F9/5022—Mechanisms to release resources
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Abstract
the embodiment of the invention discloses a service processing method, a device, equipment and a storage medium, wherein the method comprises the following steps: the method comprises the steps of obtaining the service type of a target service, determining the current resource amount occupied by the target service according to the service type of the target service, obtaining the distribution characteristic information of the current resource amount occupied by the target service if the current resource amount occupied by the target service is larger than a preset resource amount threshold value, judging whether the target service is abnormal or not according to the distribution characteristic information, and suspending processing of the target service if the target service is abnormal. The embodiment of the invention can automatically identify the abnormal business and improve the safety of business processing.
Description
Technical Field
The present invention relates to the field of computer technologies, and in particular, to a method, an apparatus, a device, and a storage medium for processing a service.
Background
with the development of computer technology, various data services, such as a data query service, a data analysis service, and a data storage service, have been increased. In order to improve the processing efficiency of the data traffic, the processing device usually processes the data traffic in a parallel processing manner. In practice it has been found that there is a user (e.g. a hacker) that triggers the processing device to handle invalid data traffic by means of remote control. For example, the invalid data traffic includes traffic of malicious billing or downloading of malicious applications, and the like. Processing these invalid data traffic requires a significant amount of resources on the processing device, impacts the processing of other data traffic, and even causes a system crash on the processing device. Therefore, how to effectively identify invalid data traffic is a problem to be solved urgently.
Disclosure of Invention
Embodiments of the present invention provide a method, an apparatus, a device, and a storage medium for service processing, which can automatically identify an abnormal service and improve security of service processing.
In a first aspect, an embodiment of the present invention provides a service processing method, where the method includes:
acquiring a service type of a target service, wherein the service type comprises a data query type, a data storage type or a data analysis type;
determining the resource amount occupied by the target service currently according to the service type of the target service;
If the resource amount occupied by the target service currently is larger than a preset resource amount threshold, acquiring distribution characteristic information of the resource amount occupied by the target service, wherein the distribution characteristic information comprises a change rate and/or a duration of the resource amount occupied by the target service larger than the preset resource amount threshold, and the change rate is used for indicating the change speed of the resource amount occupied by the target service;
And judging whether the target service is abnormal or not according to the distribution characteristic information, and if the target service is abnormal, suspending processing of the target service.
In a second aspect, an embodiment of the present invention provides a service processing apparatus, including:
the method comprises the steps of obtaining a template, wherein the template is used for obtaining a service type of a target service, and the service type comprises a data query type, a data storage type or a data analysis type;
The determining template is used for determining the resource amount occupied by the target service at present according to the service type of the target service;
The acquisition template is further configured to acquire distribution characteristic information of the resource amount occupied by the target service if the resource amount currently occupied by the target service is greater than a preset resource amount threshold, where the distribution characteristic information includes a change rate and/or a duration that the resource amount occupied by the target service is greater than the preset resource amount threshold, and the change rate is used to indicate a change speed of the resource amount occupied by the target service;
And the processing module is used for judging whether the target service is abnormal or not according to the distribution characteristic information, and suspending processing of the target service if the target service is abnormal.
In a third aspect, an embodiment of the present invention provides a processing device, where the processing device includes a processor and a memory, where the processor and the memory are connected to each other, where the memory is used to store a computer program, the computer program includes program instructions, and the processor is configured to call the program instructions, and perform the following steps:
acquiring a service type of a target service, wherein the service type comprises a data query type, a data storage type or a data analysis type;
Determining the resource amount occupied by the target service currently according to the service type of the target service;
If the resource amount occupied by the target service currently is larger than a preset resource amount threshold, acquiring distribution characteristic information of the resource amount occupied by the target service, wherein the distribution characteristic information comprises a change rate and/or a duration of the resource amount occupied by the target service larger than the preset resource amount threshold, and the change rate is used for indicating the change speed of the resource amount occupied by the target service;
And judging whether the target service is abnormal or not according to the distribution characteristic information, and if the target service is abnormal, suspending processing of the target service.
In a fourth aspect, an embodiment of the present invention provides a computer-readable storage medium, where one or more instructions are stored, and the one or more instructions are adapted to be loaded by a processor and execute the following steps:
Acquiring a service type of a target service, wherein the service type comprises a data query type, a data storage type or a data analysis type;
Determining the resource amount occupied by the target service currently according to the service type of the target service;
If the resource amount occupied by the target service currently is larger than a preset resource amount threshold, acquiring distribution characteristic information of the resource amount occupied by the target service, wherein the distribution characteristic information comprises a change rate and/or a duration of the resource amount occupied by the target service larger than the preset resource amount threshold, and the change rate is used for indicating the change speed of the resource amount occupied by the target service;
And judging whether the target service is abnormal or not according to the distribution characteristic information, and if the target service is abnormal, suspending processing of the target service.
in the embodiment of the invention, whether the service is abnormal or not can be automatically identified through the distribution characteristic information, and the service is suspended to be processed when the service is abnormal. The method can avoid processing abnormal services, namely avoid the influence on normal service processing, and improve the safety of service processing. And the resource amount currently occupied by the target service is acquired according to the service type of the target service, so that the efficiency of acquiring the resource amount can be improved, and the resource is saved.
drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings needed to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
fig. 1 is a schematic flowchart of a service processing method according to an embodiment of the present invention;
fig. 2 is a schematic flow chart of another service processing method according to an embodiment of the present invention;
fig. 3 is a schematic structural diagram of a service processing apparatus according to an embodiment of the present invention;
fig. 4 is a schematic structural diagram of a processing device according to an embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, not all, embodiments of the present invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
the embodiment of the invention can be realized by a processing device, and the processing device can be a terminal device or a server. The terminal device may refer to a tablet computer, a portable personal computer, and the like. The server may be an independent server, a server cluster composed of several servers, or a cloud computing center.
Fig. 1 is a schematic flow chart of a service processing method according to an embodiment of the present invention, where the method according to the embodiment of the present invention can be executed by the processing device mentioned above. In this embodiment, the service processing method includes the following steps.
S101, acquiring the service type of the target service, wherein the service type comprises a data query type, a data storage type or a data analysis type.
In the embodiment of the present invention, a processing device may process multiple types of services, where the types of services include, but are not limited to: a data query type, a data storage type, or a data analysis type. The data query type service can include query terms in web pages and/or queries on data tables in databases, and the like. The data storage type services include one or more of: storing documents, storing images, storing audio and video, and the like. The data analysis type of traffic may be one or more of: web page rendering, image processing, video processing, face recognition, and the like. The processing device may obtain a service type of a target service, where the target service may refer to a service currently being processed by the processing device. Specifically, the processing device may receive a processing request for a target service, where the processing request may include a service type of the target service, a name of the target service, and the like, and may determine the service type of the target service according to the processing request of the target service.
s102, determining the resource amount occupied by the target service according to the service type of the target service.
Because the services of different service types mainly occupy different resource types, the processing device can determine the resource amount currently occupied by the target service according to the service type of the target service. Namely, the resource amount corresponding to the service type of the target service is obtained, and the resource amount applied by the service type of the target service is taken as the resource amount currently occupied by the target service, so that all the resource amounts occupied by the target service do not need to be obtained, the efficiency of obtaining the resource amounts is improved, and the processing resource of the processing equipment is saved. The resource amount occupied by the target service refers to the resource amount occupied by the target service in the current time period, and the current time period may refer to the current 1 hour or the current 10 minutes, and the like.
in one embodiment, the service type of the target service is a data query type, and step S102 includes: acquiring the input interface resource quantity and the output interface resource quantity currently occupied by the target service, and determining the input interface resource quantity and the output interface resource quantity currently occupied by the target service as the resource quantity currently occupied by the target service.
if the service type of the target service is a data query type, a plurality of input interfaces and output interfaces are generally required to be called to query the required data. Therefore, at this time, the input interface resource amount and the output interface resource amount currently occupied by the target service are relatively large, and the other resource amounts occupied by the target service are relatively small, that is, the other resource amounts occupied by the target service can be ignored. In order to improve the efficiency of resource amount acquisition, the processing device may acquire an input interface resource amount and an output interface resource amount currently occupied by the target service, specifically, a task manager of the processing device records a resource currently occupied by each service, the processing device may acquire the input interface resource amount and the output interface resource amount currently occupied by the target service from the task manager, calculate a resource amount sum between the input interface resource amount and the output interface resource amount currently occupied by the target service, and determine the resource amount sum as the resource amount currently occupied by the target service. All the resource amount occupied by the target service does not need to be acquired, the efficiency of acquiring the resource amount can be improved, and the processing resource of the processing equipment is saved.
in another embodiment, the service type of the target service is a data analysis type, and step S102 includes: and acquiring the processor resource amount currently occupied by the target service, and determining the processor resource amount currently occupied by the target service as the resource amount currently occupied by the target service.
if the service type of the target service is a data analysis type, a Central Processing Unit (CPU) of the Processing device is generally required to be called to process the target service. Therefore, the processor resource amount occupied by the target service is large, and the other resource amount occupied by the target service is small, that is, the other resource amount occupied by the target service can be ignored. In order to improve the efficiency of resource amount acquisition, the processing device may acquire the processor resource amount currently occupied by the target service, and determine the processor resource amount currently occupied by the target service as the resource amount currently occupied by the target service. All the resource amount occupied by the target service does not need to be acquired, the efficiency of acquiring the resource amount can be improved, and the processing resource of the processing equipment is saved.
in one embodiment, the service type of the target service is a data storage type, and step S102 includes: and acquiring the current memory resource amount occupied by the target service, and determining the current memory resource amount occupied by the target service as the current resource amount occupied by the target service.
The service type of the target service is a data storage type, and the target service generally needs to be stored in a memory of the processing device. Therefore, the memory resource occupied by the target service is more, and the amount of other resources occupied by the target service is less, that is, the amount of other resources occupied by the target service can be ignored. In order to improve the efficiency of resource amount acquisition, the processing device may acquire the amount of the memory resource currently occupied by the target service, and determine the amount of the memory resource currently occupied by the target service as the amount of the resource currently occupied by the target service.
S103, if the resource amount occupied by the target service currently is greater than a preset resource amount threshold, acquiring distribution characteristic information of the resource amount occupied by the target service, wherein the distribution characteristic information comprises a change rate and/or a duration that the resource amount occupied by the target service is greater than the preset resource amount threshold. The change rate is used to indicate the change speed of the resource amount occupied by the target service, that is, the change rate is used to indicate the change speed of the resource amount from the last time when the target service acquires the resource amount to the current time. That is, the change rate is used to indicate that the change speed of the resource amount from the last time when the target service acquires the resource amount to the current time is low, and the change rate is high, which indicates that the change speed of the resource amount from the last time when the target service acquires the resource amount to the current time is high; the change rate is small, which indicates that the change of the resource amount from the last time when the target service acquires the resource amount to the current time is slow.
in the embodiment of the present invention, if the target service is an effective service, the change of the resource amount occupied by the target service in each time period is not large, that is, the probability of the sudden increase of the resource amount occupied by the target service is lower. If the target service is an invalid service, the probability that the resource amount occupied by the target service is suddenly increased is higher, and the sudden increase is longer. Valid traffic may refer to traffic that is allowed to be processed by the processing device, and invalid traffic may refer to malicious data processing traffic, such as traffic that is maliciously swiped or downloaded malicious applications, and so on. Namely, the target service has an exception, which indicates that the target service is an invalid service. Therefore, if the resource amount currently occupied by the target service is greater than the preset resource amount threshold, it indicates that the resource currently occupied by the target service has a sudden increase condition, the probability that the target service is an invalid service is higher, and the probability that the target service has an abnormal condition is higher. In order to further accurately determine whether the target service is abnormal, the processing device may obtain distribution characteristic information of the resource amount occupied by the target service. The distribution characteristic information comprises a change rate and/or a duration that the resource amount occupied by the target service is greater than the preset resource amount threshold. The change rate may refer to a change rate of the resource amount currently occupied by the target service relative to the resource amount historically occupied by the target service. The duration that the resource amount occupied by the target service is greater than the preset resource amount threshold refers to the sum of the current time period and the historical target time period, and the historical target time period may refer to the time period that the resource amount occupied by the target service history is greater than the preset resource amount threshold.
in an embodiment, if the resource amount currently occupied by the target service is less than or equal to the preset resource amount threshold, which indicates that the probability that the target service is an invalid service is relatively low, that is, the probability that the target service is abnormal is relatively low, the processing device may continue to process the target service.
In one embodiment, the preset resource amount threshold may refer to a maximum used resource amount allocated for the target service in the system. If the resource amount currently occupied by the target service is larger than the preset resource amount threshold, the resource amount currently occupied by the target service exceeds the standard. If the resource amount occupied by the target service currently is less than or equal to the preset resource amount threshold, it indicates that the resource amount occupied by the target service currently does not exceed the standard. The preset resource amount threshold may be dynamically set by the processing device according to a processing stage of the target service, an importance level of the target service, and the like. For example, the target service is an application program, and the processing stages of the target service include an environment building stage, an application program writing stage, an application program testing stage and an application program maintenance stage. In general, the amount of processor resources required in the environment building stage, the application programming stage, and the application testing stage is relatively large, and a larger preset resource amount threshold may be set for the target service. If the amount of processor resources required in the maintenance phase of the application is small, a small preset resource amount threshold may be set for the target service.
As another example, the preset resource amount threshold is set according to an importance level of the target service. Specifically, if the importance level of the target service is higher, a larger preset resource amount threshold may be set for the target service, that is, more resources are allocated to the service with the higher importance level; if the importance level of the target service is lower, a smaller preset resource amount threshold value can be set for the target service, that is, less resources are allocated to the service with the lower importance level. The importance level of the target service may be set according to the frequency with which the target service is processed, and the higher the processing frequency is, the higher the importance level of the target service is; the lower the processing frequency, the lower the importance level of the target service.
s104, judging whether the target service is abnormal or not according to the distribution characteristic information, and if the target service is abnormal, suspending processing of the target service.
In the embodiment of the invention, if the resource amount occupied by the target service in a longer time period is larger than the preset resource amount threshold value or the change rate of the target service is larger, the target service is abnormal. Therefore, the processing device may determine whether the target service is abnormal according to the distribution feature information, and if the target service is abnormal, may suspend processing the target service, and may delete the related information of the target service. The related information of the target service may include a processing result and a processing progress of the target service, and the like.
In an embodiment, if there is no exception in the target service and the current resource amount occupied by the target service is greater than the preset resource amount threshold, it indicates that the resource amount occupied by the target service exceeds the standard, and if the original processing policy is still used to process the target service, the processing of other services in the system may be affected, and even the system may be crashed. Therefore, when the current occupied resource amount of the target service is greater than the preset resource amount threshold, the processing strategy can be reallocated for the target service, and the target service is processed by adopting the reallocated processing strategy.
Optionally, if there is no exception in the target service and the current occupied resource amount of the target service is greater than the preset resource amount threshold, the processing device (i.e., processing node) may be reallocated for the target service. The target traffic may be sent to the redistributed processing devices, which continue to process the target traffic.
Optionally, if there is no exception in the target service and the resource amount currently occupied by the target service is greater than the preset resource amount threshold, the processing priority of the target service may be obtained. If the processing priority of the target service is higher than the preset level, suspending processing of other services with the priority lower than the preset level in the system, and continuing to process the target service; if the processing priority of the target service is lower than the preset level, the processing of the target service can be suspended. Further, when more idle resources exist in the system, the target service is executed again. The service with higher priority level can be preferentially executed, and the user experience is improved. The priority of the target service may be determined according to the type of the target service, for example, if the target service is a service with a higher real-time requirement, a higher priority is set for the target service; and if the target service is a service with lower real-time requirement, setting a lower priority for the target service.
In one embodiment, report information of the resource occupied by the target service is generated and displayed, so that a user can judge whether to suspend processing of the target service according to the report information, and man-machine interactivity is improved by visually displaying the report information of the resource occupied by the target service. The report information may include the amount of resources occupied by the target service, the time for processing the target service, the name and source of the target service, and so on.
In the embodiment of the invention, whether the service is abnormal or not can be automatically identified through the distribution characteristic information, and the service is suspended to be processed when the service is abnormal. The method can avoid processing abnormal services, namely avoid the influence on normal service processing, and improve the safety of service processing. And the resource amount currently occupied by the target service is obtained according to the service type of the target service, that is, the resource amount applied by the service type of the target service is taken as the resource amount currently occupied by the target service, and all the resource amounts occupied by the target service do not need to be obtained, so that the efficiency of obtaining the resource amounts is improved, and the processing resource of the processing equipment is saved.
Fig. 2 is a schematic flow chart of another service processing method according to an embodiment of the present invention, where the method according to the embodiment of the present invention can be executed by the aforementioned processing device. In this embodiment, the service processing method includes the following steps.
S201, acquiring the service type of the target service, wherein the service type comprises a data query type, a data storage type or a data analysis type.
s202, determining the resource amount occupied by the target service according to the service type of the target service.
in the embodiment of the present invention, for the explanation of step S201, refer to the explanation of step S101 in fig. 1, and for the explanation of step S202, refer to the explanation of step S102 in fig. 1, and repeated parts are not repeated.
S203, if the resource amount occupied by the target service is greater than the preset resource amount threshold, acquiring distribution characteristic information of the resource amount occupied by the target service, where the distribution characteristic information includes a change rate and/or a duration of the resource amount occupied by the target service being greater than the preset resource amount threshold.
In one embodiment, the distribution characteristic information includes a rate of change, and step S203 includes: acquiring the resource quantity occupied by the target service history according to the service type of the target service, determining the resource quantity difference between the resource quantity occupied by the target service history and the resource quantity occupied by the target service at present, calculating the ratio of the resource quantity difference to the first time length, and determining the ratio as the change rate of the resource quantity occupied by the target service. The first duration is a time difference from the last time of acquiring the resource occupation amount of the target service to the current time.
The processing device may obtain the resource amount occupied by the target service history according to the service type of the target service, where the resource amount occupied by the target service history may refer to a resource occupied by the target service before the current time period. Further, a resource amount difference between the resource amount occupied by the target service history and the resource amount currently used by the target service may be calculated, that is, the resource amount difference may specifically be an absolute value of a difference between the resource amount occupied by the target service history and the resource amount currently used by the target service. Then, the time difference from the time of the resource occupation amount of the target service to the current time is obtained last time, and the time difference is used as a first duration. The time for acquiring the resource amount occupied by the target service last time refers to the time for starting acquiring the resource amount occupied by the target service last time, that is, the time for starting acquiring the resource amount occupied by the target service history, and the current time may refer to the time for finishing acquiring the current resource amount of the target service. Further, calculating the ratio between the resource amount difference and the first time length, and determining the change rate of the resource amount occupied by the target service according to the ratio. For example, the resource amount occupied by the target service currently may refer to the resource amount occupied by the target service in a time period of 16: 00-18: 00, and the resource amount occupied by the target service history may refer to the resource amount occupied by the target service in a time period (on the same day) of 15: 00-16: 00. And calculating the resource quantity difference between the resource quantities occupied by the target service in the two time periods. And calculating a total first time length according to the two time periods, wherein the first time length may be a difference value between a time for starting to acquire the resource amount historically occupied by the target service and a time for finishing acquiring the resource amount currently occupied by the target service, that is, the first time length is 3 hours. And then calculating the ratio of the difference value of the resource quantity to the first time length to obtain the change rate of the resource quantity occupied by the target service. Of course, the resource amount occupied by the target service history may include the resource amount occupied by the target service in a plurality of time periods before the current time period, the processing device may calculate a difference between the resource amount occupied by the target service and the current resource amount in each time period to obtain a plurality of differences, use one of an average value, a maximum difference value, and a minimum difference value of the plurality of differences as the resource amount difference value occupied by the target service, and determine the change rate of the resource amount occupied by the target service according to the resource amount difference value currently occupied by the target service.
In one embodiment, the distribution characteristic information includes a duration that the resource occupied by the target service is greater than the preset resource amount threshold, and step S203 includes: and acquiring the resource quantity occupied by the target service history according to the service type of the target service, determining the time period when the resource quantity occupied by the target service history is greater than a preset resource threshold value, calculating the sum of the time lengths between the second time length and the third time length, and determining the sum of the time lengths as the time length when the resource quantity occupied by the target service is greater than the preset resource threshold value. The second duration is a duration for acquiring the current occupied resource amount of the target service, and the third duration is a duration corresponding to the determined time period.
The processing device may obtain the resource amount occupied by the target service history according to the service type of the target service, where the resource amount occupied by the target service history may include resource amounts occupied by the target service in a plurality of time periods before the current time period. Further, the time period that the resource amount occupied by the target service history is larger than the preset resource amount threshold value can be determined according to the resource amount occupied by the target service in each time period history before the current time period. And calculating the sum of the time lengths between the second time length and the third time length, and determining the sum of the time lengths as the time length when the resource amount occupied by the target service is greater than the preset resource amount threshold. For example, the resource amount occupied by the target service currently may refer to the resource amount occupied by the target service in a time period of 16: 00-18: 00, and the processing device may obtain the resource amount occupied by the target service in the time period (of the same day) of 15: 00-16: 00, 14: 00-15: 00, and 13: 00-14: 00 (that is, the resource amount occupied by the target service in history). If the resource amount occupied by the target service in the time period of 15: 00-16: 00 and the time period of 14: 00-15: 00 is larger than the preset resource amount threshold, determining a third time length according to the time period of 15: 00-16: 00 and the time period of 14: 00-15: 00, wherein the third time length is the sum of the corresponding time lengths of the two time periods, namely the third time length is 2 hours. And taking the time length corresponding to the time period of 16: 00-18: 00 as a second time length, namely the second time length is 2 hours. And calculating the sum of the time lengths between the second time length and the third time length, and determining the sum of the time lengths as the time length when the resource amount occupied by the target service is greater than the preset resource amount threshold, namely the time length is 4 hours.
S204, if the change rate in the distribution characteristic information is greater than a preset change rate threshold value and/or the time length in the distribution characteristic information is greater than a preset time length, determining that the target service is abnormal, and suspending processing of the target service.
In one embodiment, the processing device may determine whether there is an anomaly in the target service according to the change rate. Specifically, if the change rate is greater than a preset change rate threshold, it indicates that the stability of the resource amount occupied by the target service in each time period is poor, and it is determined that the target service is abnormal; otherwise, if the change rate is less than or equal to the preset change rate threshold, indicating that the stability of the resource amount occupied by the target service in each time period is better, determining that the target service has no abnormality.
In another embodiment, the processing device may determine whether the target service is abnormal according to a duration that the resource amount occupied by the target service is greater than the preset resource amount threshold. Specifically, if the duration is longer than the preset duration, which indicates that the resource amount occupied by the target service is longer than the preset resource amount threshold, it is determined that the target service is abnormal; otherwise, if the duration is less than or equal to the preset duration, it indicates that the duration in which the resource amount occupied by the target service is greater than the preset resource amount threshold is short, and it is determined that the target service is not abnormal.
in another embodiment, the processing device may determine whether the target service is abnormal according to the change rate and a duration that the resource amount occupied by the target service is greater than the preset resource amount threshold. Specifically, if the change rate in the distribution characteristic information is greater than a preset change rate threshold and the duration in the distribution characteristic information is greater than a preset duration, it is determined that the target service is abnormal. And if the change rate in the distribution characteristic information is less than or equal to a preset change rate threshold value, or the duration in the distribution characteristic information is less than or equal to a preset duration, determining that the target service is not abnormal.
In another embodiment, the processing device may determine whether the target service is abnormal according to the change rate and a duration that the resource amount occupied by the target service is greater than the preset resource amount threshold. Specifically, the processor may set a weight for the change rate and the duration that the amount of resources occupied by the target service is greater than the preset threshold amount of resources, that is, set a first weight for the change rate, and set a second weight for the duration that the amount of resources occupied by the target service is greater than the preset threshold amount of resources. And calculating the product of the change rate and the first value to obtain a first value, and calculating the product of the duration of the resource quantity occupied by the target service which is greater than the preset resource quantity threshold and the second weight to obtain a second value. If the sum of the first value and the second value is larger than a preset value, determining that the target service is abnormal; and if the sum of the first value and the second value is less than or equal to a preset value, determining that the target service has no abnormality. The first weight and the second weight may be determined according to the characteristics of the target service, for example, in a normal situation, if the change rate of the resource amount occupied by the target service is relatively large, a smaller weight is set for the change rate, and if the change rate of the resource amount occupied by the target service is relatively small, a larger weight is set for the change rate. Similarly, if the resource amount occupied by the target service in a plurality of time periods is greater than the preset resource amount threshold, a smaller weight is set for the duration that the resource amount occupied by the target service is greater than the preset resource amount threshold; otherwise, if the target service has a smaller time period, the occupied resource amount is greater than the preset resource amount threshold, a larger weight is set for the time length of the target service, the occupied resource amount of which is greater than the preset resource amount threshold.
in the embodiment of the invention, whether the service is abnormal or not can be automatically identified through the distribution characteristic information, and the service is suspended to be processed when the service is abnormal. The method can avoid processing abnormal services, namely avoid the influence on normal service processing, and improve the safety of service processing. And the resource amount currently occupied by the target service is obtained according to the service type of the target service, that is, the resource amount applied by the service type of the target service is taken as the resource amount currently occupied by the target service, and all the resource amounts occupied by the target service do not need to be obtained, so that the efficiency of obtaining the resource amounts is improved, and the processing resource of the processing equipment is saved.
Fig. 3 is a schematic structural diagram of a service processing apparatus according to an embodiment of the present invention, where the apparatus according to the embodiment of the present invention may be disposed in the processing device mentioned above. In this embodiment, the service processing apparatus includes:
The obtaining template 301 is configured to obtain a service type of a target service, where the service type includes a data query type, a data storage type, or a data analysis type.
the determining template 302 is configured to determine, according to the service type of the target service, a resource amount currently occupied by the target service.
The obtaining template 301 is further configured to obtain distribution characteristic information of the resource amount occupied by the target service if the resource amount occupied by the target service currently is greater than a preset resource amount threshold, where the distribution characteristic information includes a change rate and/or the time length that the resource amount occupied by the target service is greater than the preset resource amount threshold, and the change rate is used to indicate a change speed of the resource amount occupied by the target service.
The processing module 303 is configured to determine whether the target service is abnormal according to the distribution feature information, and suspend processing of the target service if the target service is abnormal.
optionally, the service type of the target service is a data query type, and the determining template 302 is configured to obtain an input interface resource amount and an output interface resource amount currently occupied by the target service; and determining the input interface resource quantity and the output interface resource quantity occupied by the target service currently as the resource quantity occupied by the target service currently.
Optionally, the service type of the target service is a data analysis type, and the determining template 302 is used to obtain a processor resource amount currently occupied by the target service; and determining the processor resource amount currently occupied by the target service as the resource amount currently occupied by the target service.
Optionally, the service type of the target service is a data storage type, and the template 302 is determined to obtain the amount of memory resources currently occupied by the target service; and determining the current memory resource amount occupied by the target service as the current resource amount occupied by the target service.
Optionally, the distribution characteristic information includes a change rate, and the obtaining template 301 is configured to obtain, according to the service type of the target service, a resource amount occupied by the target service history; determining a resource quantity difference value between the resource quantity occupied by the target service history and the resource quantity occupied by the target service currently; and calculating the ratio of the difference value of the resource quantity to a first time length, and determining the ratio as the change rate of the resource quantity occupied by the target service, wherein the first time length is the time difference from the last time of acquiring the resource quantity occupied by the target service to the current time.
Optionally, the distribution characteristic information includes a duration that the resource amount occupied by the target service is greater than the preset resource amount threshold, and the obtaining template 301 is configured to obtain the resource amount occupied by the target service history according to the service type of the target service; determining a time period when the resource amount occupied by the target service history is larger than a preset resource threshold; and calculating the duration sum between the second duration and the third duration, and determining the duration sum as the duration that the resource quantity occupied by the target service is greater than the preset resource quantity threshold, wherein the second duration is the duration for acquiring the current resource quantity occupied by the target service, and the third duration is the duration corresponding to the determined time period.
Optionally, the processing module 303 is configured to determine that the target service is abnormal if the change rate in the distribution characteristic information is greater than a preset change rate threshold, and/or the duration in the distribution characteristic information is greater than a preset duration.
In the embodiment of the invention, whether the service is abnormal or not can be automatically identified through the distribution characteristic information of the resource quantity occupied by the service, and the service is suspended to be processed when the service is abnormal. The method can avoid processing abnormal services, namely avoid the influence on normal service processing, and improve the safety of service processing. And the resource amount currently occupied by the target service is obtained according to the service type of the target service, that is, the resource amount applied by the service type of the target service is taken as the resource amount currently occupied by the target service, and all the resource amounts occupied by the target service do not need to be obtained, so that the efficiency of obtaining the resource amounts is improved, and the processing resource of the processing equipment is saved.
referring to fig. 4, which is a schematic structural diagram of a processing device according to an embodiment of the present invention, the processing device in the embodiment shown in the drawing may include: one or more processors 401; one or more input devices 402, one or more output devices 403, and memory 404. The processor 401, the input device 402, the output device 403, and the memory 404 are connected by a bus 405.
the Processor 401 may be a Central Processing Unit (CPU), and may be other general purpose Processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), an off-the-shelf Programmable Gate Array (FPGA) or other Programmable logic device, discrete Gate or transistor logic, discrete hardware components, etc. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
The input device 402 may include a touch pad, a fingerprint sensor (for collecting fingerprint information of a user and direction information of the fingerprint), a microphone, etc., and the output device 403 may include a display (LCD, etc.), a speaker, etc.
The memory 404 may include a read-only memory and a random access memory, and provides instructions and data to the processor 401. A portion of the memory 404 may also include a non-volatile random access memory, the memory 404 for storing a computer program comprising program instructions, the processor 401 for executing the program instructions stored by the memory 404 for performing a business process method for performing the following operations: acquiring a service type of a target service, wherein the service type comprises a data query type, a data storage type or a data analysis type; determining the resource amount occupied by the target service currently according to the service type of the target service; if the resource amount occupied by the target service currently is larger than a preset resource amount threshold, acquiring distribution characteristic information of the resource amount occupied by the target service, wherein the distribution characteristic information comprises a change rate and/or a duration of the resource amount occupied by the target service larger than the preset resource amount threshold, and the change rate is used for indicating the change speed of the resource amount occupied by the target service; and judging whether the target service is abnormal or not according to the distribution characteristic information, and if the target service is abnormal, suspending processing of the target service.
Optionally, the service type of the target service is a data query type, and the processor is configured to execute program instructions stored in the memory, and is configured to perform the following operations: acquiring the input interface resource amount and the output interface resource amount occupied by the target service at present; and determining the input interface resource quantity and the output interface resource quantity occupied by the target service currently as the resource quantity occupied by the target service currently.
Optionally, the service type of the target service is a data analysis type, and the processor is configured to execute program instructions stored in the memory, and is configured to perform the following operations: acquiring the processor resource amount occupied by the target service at present; and determining the processor resource amount currently occupied by the target service as the resource amount currently occupied by the target service.
Optionally, the service type of the target service is a data storage type, and the processor is configured to execute a program instruction stored in the memory, and is configured to perform the following operations: acquiring the amount of memory resources occupied by the target service at present; and determining the current memory resource amount occupied by the target service as the current resource amount occupied by the target service.
Optionally, the distribution characteristic information includes a rate of change, and the processor is configured to execute program instructions stored in the memory, and is configured to: acquiring the resource amount occupied by the target service history according to the service type of the target service; determining a resource quantity difference value between the resource quantity occupied by the target service history and the resource quantity occupied by the target service currently; and calculating the ratio of the difference value of the resource quantity to a first time length, and determining the ratio as the change rate of the resource quantity occupied by the target service, wherein the first time length is the time difference from the last time of acquiring the resource quantity occupied by the target service to the current time.
Optionally, the distribution characteristic information includes a duration that the resource amount occupied by the target service is greater than the preset resource amount threshold, and the processor is configured to execute a program instruction stored in the memory, and is configured to perform the following operations: acquiring the resource amount occupied by the target service history according to the service type of the target service; determining a time period when the resource amount occupied by the target service history is larger than a preset resource threshold; and calculating the duration sum between the second duration and the third duration, and determining the duration sum as the duration that the resource quantity occupied by the target service is greater than the preset resource quantity threshold, wherein the second duration is the duration for acquiring the current resource quantity occupied by the target service, and the third duration is the duration corresponding to the determined time period.
Optionally, the processor is configured to execute the program instructions stored in the memory, and is configured to perform the following operations: and if the change rate in the distribution characteristic information is greater than a preset change rate threshold value and/or the time length in the distribution characteristic information is greater than a preset time length, determining that the target service is abnormal.
The embodiment of the invention can automatically identify whether the service is abnormal or not through the distribution characteristic information of the resource quantity occupied by the service, and suspend processing the service when the service is abnormal. The method can avoid processing abnormal services, namely avoid the influence on normal service processing, and improve the safety of service processing. And the resource amount currently occupied by the target service is obtained according to the service type of the target service, that is, the resource amount applied by the service type of the target service is taken as the resource amount currently occupied by the target service, and all the resource amounts occupied by the target service do not need to be obtained, so that the efficiency of obtaining the resource amounts is improved, and the processing resource of the processing equipment is saved.
The processor 401, the input device 402, and the output device 403 described in this embodiment of the present invention may execute the implementation manners described in the first embodiment and the second embodiment of the service processing method provided in this embodiment of the present invention, and may also execute the implementation manner of the processing device described in this embodiment of the present invention, which is not described herein again.
in another embodiment of the present invention, a computer-readable storage medium is provided, which stores a computer program comprising program instructions, which when executed by a processor, implement the service processing method shown in the embodiments of fig. 1 and 2 of the present invention.
The computer readable storage medium may be an internal storage unit of the processing device according to any of the foregoing embodiments, for example, a hard disk or a memory of the control device. The computer-readable storage medium may also be an external storage device of the control device, such as a plug-in hard disk provided on the processing device, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card), and the like. Further, the computer-readable storage medium may also include both an internal storage unit and an external storage device of the control device. The computer-readable storage medium is used to store the computer program and other programs and data required by the control device. The computer readable storage medium may also be used to temporarily store data that has been output or is to be output.
Those of ordinary skill in the art will appreciate that the elements and algorithm steps of the examples described in connection with the embodiments disclosed herein may be embodied in electronic hardware, computer software, or combinations of both, and that the components and steps of the examples have been described in a functional general in the foregoing description for the purpose of illustrating clearly the interchangeability of hardware and software. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the implementation. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present invention. It is clear to those skilled in the art that, for convenience and brevity of description, the specific working processes of the control device and the unit described above may refer to corresponding processes in the foregoing method embodiments, and are not described herein again.
In the several embodiments provided in the present application, it should be understood that the disclosed control device and method may be implemented in other ways. For example, the above-described apparatus embodiments are merely illustrative, and for example, the division of the units is only one logical division, and other divisions may be realized in practice, for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed.
The above description is only for the specific embodiments of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art can easily conceive various equivalent modifications or substitutions within the technical scope of the present invention, and these modifications or substitutions should be covered within the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. A method for processing a service, comprising:
Acquiring a service type of a target service, wherein the service type comprises a data query type, a data storage type or a data analysis type;
determining the resource amount occupied by the target service currently according to the service type of the target service;
If the resource amount occupied by the target service currently is larger than a preset resource amount threshold, acquiring distribution characteristic information of the resource amount occupied by the target service, wherein the distribution characteristic information comprises a change rate and/or a duration of the resource amount occupied by the target service larger than the preset resource amount threshold, and the change rate is used for indicating the change speed of the resource amount occupied by the target service;
And judging whether the target service is abnormal or not according to the distribution characteristic information, and if the target service is abnormal, suspending processing of the target service.
2. The method of claim 1, wherein the service type of the target service is a data query type, and the determining the resource amount currently occupied by the target service according to the service type of the target service includes:
Acquiring the input interface resource amount and the output interface resource amount occupied by the target service at present;
And determining the input interface resource quantity and the output interface resource quantity occupied by the target service currently as the resource quantity occupied by the target service currently.
3. The method of claim 1, wherein the service type of the target service is a data analysis type, and the determining the resource amount currently occupied by the target service according to the service type of the target service includes:
acquiring the processor resource amount occupied by the target service at present;
And determining the processor resource amount currently occupied by the target service as the resource amount currently occupied by the target service.
4. The method according to claim 1, wherein the service type of the target service is a data storage type, and the determining the resource amount currently occupied by the target service according to the service type of the target service includes:
Acquiring the amount of memory resources occupied by the target service at present;
and determining the current memory resource amount occupied by the target service as the current resource amount occupied by the target service.
5. the method according to any one of claims 1 to 4, wherein the distribution characteristic information includes a change rate, and the obtaining of the distribution characteristic information of the resource amount occupied by the target service includes:
Acquiring the resource amount occupied by the target service history according to the service type of the target service;
Determining a resource quantity difference value between the resource quantity occupied by the target service history and the resource quantity occupied by the target service currently;
And calculating the ratio of the difference value of the resource quantity to a first time length, and determining the ratio as the change rate of the resource quantity occupied by the target service, wherein the first time length is the time difference from the last time of acquiring the resource quantity occupied by the target service to the current time.
6. The method according to any one of claims 1 to 4, wherein the distribution characteristic information includes a duration that the amount of resources occupied by the target service is greater than the preset resource amount threshold, and the obtaining of the distribution characteristic information of the amount of resources occupied by the target service in a preset time period includes:
Acquiring the resource amount occupied by the target service history according to the service type of the target service;
Determining a time period when the resource amount occupied by the target service history is larger than a preset resource threshold;
and calculating the duration sum between the second duration and the third duration, and determining the duration sum as the duration that the resource quantity occupied by the target service is greater than the preset resource quantity threshold, wherein the second duration is the duration for acquiring the current resource quantity occupied by the target service, and the third duration is the duration corresponding to the determined time period.
7. The method according to claim 1, wherein said determining whether the target service is abnormal according to the distribution characteristic information comprises:
And if the change rate in the distribution characteristic information is greater than a preset change rate threshold value and/or the time length in the distribution characteristic information is greater than a preset time length, determining that the target service is abnormal.
8. A traffic processing apparatus, comprising:
The method comprises the steps of obtaining a template, wherein the template is used for obtaining a service type of a target service, and the service type comprises a data query type, a data storage type or a data analysis type;
the determining template is used for determining the resource amount occupied by the target service at present according to the service type of the target service;
the acquisition template is further configured to acquire distribution characteristic information of the resource amount occupied by the target service if the resource amount currently occupied by the target service is greater than a preset resource amount threshold, where the distribution characteristic information includes a change rate and/or a duration that the resource amount occupied by the target service is greater than the preset resource amount threshold, and the change rate is used to indicate a change speed of the resource amount occupied by the target service;
and the processing module is used for judging whether the target service is abnormal or not according to the distribution characteristic information, and suspending processing of the target service if the target service is abnormal.
9. A processing device, comprising: a processor and a memory, the processor and the memory being interconnected, wherein the memory is configured to store a computer program comprising program instructions, the processor being configured to invoke the program instructions to perform the method of any of claims 1-7.
10. A computer-readable storage medium having one or more instructions stored thereon, the one or more instructions adapted to be loaded by a processor and to perform the method of any of claims 1-7.
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