CN107483295B - Method for testing processing capacity of network management system - Google Patents
Method for testing processing capacity of network management system Download PDFInfo
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- CN107483295B CN107483295B CN201710868429.6A CN201710868429A CN107483295B CN 107483295 B CN107483295 B CN 107483295B CN 201710868429 A CN201710868429 A CN 201710868429A CN 107483295 B CN107483295 B CN 107483295B
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- H04L43/00—Arrangements for monitoring or testing data switching networks
- H04L43/08—Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
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Abstract
The invention belongs to the technical field of communication, and discloses a method for testing the processing capacity of a network management system, which comprises the following steps: simulating the batch equipment to send service data to a single module in the network management system in a concurrent manner, and obtaining the performance processing capacity limit of the single module; sequentially obtaining the performance processing capacity limit when each module in the network management system independently processes the concurrent service data; simulating the batch equipment to transmit service data to two modules in the network management system in a concurrent manner, and obtaining the performance processing capacity limit when the two modules are simultaneously transmitted in the concurrent manner; and increasing the concurrent service data one by one until the performance processing capacity limit when all the modules in the network management system are concurrent is obtained. The invention solves the problems that the bottleneck that only a single module can be tested and the test consumes longer time in the prior art, and achieves the technical effect of efficiently testing the processing capacity of the whole network management system.
Description
Technical Field
The invention relates to the technical field of communication, in particular to a testing method based on the processing capacity of a network management system.
Background
The network management system is a management platform for unified management of the network elements of the wireless access network and mainly comprises management and northbound network management interfaces of configuration management, faults, performance, topology, software, safety, test tracking, system, command line operation modes and the like. The network management system is required to be used as a tool for managing the network element equipment by an operator, has the characteristics of strong processing capacity, large data storage capacity, quick response time, stability, reliability and the like, and can timely and reliably provide detailed equipment fault alarm data, equipment performance KPI (key performance indicator) and other data for the operator. With the rapid increase of the number of network elements, the requirement of operators on the processing capability of the network management system is continuously increased, and the processing capability of the network management system becomes an urgent problem to be determined. Taking the network management system for managing the 4G LTE devices as an example, only if the processing capability of the system is known, how many devices can be managed by one network management system can be known, so that the network management system can be better deployed for operators. Due to the multi-service and multi-modularization of the existing network management system, the existing pressure testing method can only test the bottleneck of a single module and is long in time consumption, and the processing capacity of the whole network management system cannot be efficiently tested.
Disclosure of Invention
The invention provides a method for testing the processing capacity of a network management system, which solves the problems that the bottleneck that only a single module can be tested and the test time is long in the prior art.
The embodiment of the application provides a method for testing the processing capacity of a network management system, which comprises the following steps:
simulating the batch equipment to send service data to a single module in the network management system in a concurrent manner, and obtaining the performance processing capacity limit of the single module;
sequentially obtaining the performance processing capacity limit when each module in the network management system independently processes the concurrent service data;
simulating the batch equipment to transmit service data to two modules in the network management system in a concurrent manner, and obtaining the performance processing capacity limit when the two modules are simultaneously transmitted in the concurrent manner;
and increasing the concurrent service data one by one until the performance processing capacity limit when all the modules in the network management system are concurrent is obtained.
Preferably, after the performance processing capability limit when all modules in the network management system are simultaneously concurrent is obtained, the simulation batch device continuously concurrently transmits service data to all modules in the network management system within a first time period, and verifies the reliability of the operation of the network management system in a concurrent state.
Preferably, before the simulation batch device sends the service data to the single module in the network management system concurrently, the system performance parameters when the network management system is initially started are recorded, and the system performance parameters comprise response speed, a CPU and a memory.
Preferably, the simulating batch device sends service data to a single module in the network management system concurrently, and obtaining the performance processing capability limit of the single module includes:
simulating batch equipment to continuously send service data to the single module in a second time period in a first concurrent amount, and gradually increasing the concurrent amount until the performance of the network management system is deteriorated if the performance of the network management system is not deteriorated, wherein the concurrent amount when the performance of the network management system is deteriorated is marked as a second concurrent amount;
and on the basis of the second concurrency quantity, gradually reducing the concurrency quantity until the performance of the network management system is not deteriorated any more, recording the concurrency quantity when the performance of the network management system is not deteriorated as a third concurrency quantity, and taking the third concurrency quantity as the performance processing capacity limit of the single module.
Preferably, the simulating batch device sends service data to two modules in the network management system concurrently, and the obtaining of the performance processing capability limit when the two modules are sent concurrently includes:
the simulation batch equipment continuously concurrences the service data to the first module by the fourth concurrency amount in a third time period, and simultaneously continuously concurrency the service data to the second module by the fifth concurrency amount; wherein the fourth concurrency amount is a performance processing capability limit of the first module, and the fifth concurrency amount is a performance processing capability limit of the second module;
if the performance of the network management system is deteriorated, gradually reducing the concurrency of the first module or the second module until the performance of the network management system is not deteriorated; when the performance of the network management system is not deteriorated any more, the concurrency of the first module is recorded as a sixth concurrency, the concurrency of the second module is recorded as a seventh concurrency, and the sixth concurrency and the seventh concurrency are respectively used as the performance processing capacity limits of the first module and the second module when the two modules are started simultaneously.
Preferably, the performance of the network management system deteriorates that the CPU occupancy of the network management system exceeds 20%, and the memory of the network management system continuously increases.
One or more technical solutions provided in the embodiments of the present application have at least the following technical effects or advantages:
in the embodiment of the application, the performance change of the system is observed by simulating the concurrent service data of batch equipment to a single module of a network manager, the performance bottleneck of the module is gradually explored, and the performance processing capacity limit of the single module is obtained; by analogy with the method, the service data corresponding to each module is concurrently sent to each module, the performance bottleneck of the module is gradually explored, and the performance processing capacity limit of each module in the network management system can be obtained; gradually probing the performance bottleneck of the concurrent modules by increasing the concurrent service data one by one; gradually recording the processing capacity limit of a plurality of modules which are operated simultaneously when the concurrency of each module is increased until all the modules in the network management system are in the concurrent state, and the performance of the network management system is not deteriorated in the state, wherein the processing capacity limit of each module can be used as the processing capacity of the whole network management system. The invention gradually probes the concurrent processing capacity of the network management system by simulating the concurrent service data of the batch equipment to the network management system, and can efficiently test the processing capacity of the whole network management system.
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In order to more clearly illustrate the technical solution of the present embodiment, the drawings needed to be used in the description of the embodiment will be briefly introduced below, and it is obvious that the drawings in the following description are one embodiment of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on the drawings without creative efforts.
Fig. 1 is a flowchart of a method for testing processing capability of a network management system according to an embodiment of the present invention.
Detailed Description
The embodiment of the application provides a method for testing the processing capacity of a network management system, and solves the problems that in the prior art, the bottleneck that only a single module can be tested is limited, and the time consumption is long.
In order to solve the technical problems, the general idea of the embodiment of the application is as follows:
a method for testing the processing capability of a network management system comprises the following steps:
simulating the batch equipment to send service data to a single module in the network management system in a concurrent manner, and obtaining the performance processing capacity limit of the single module;
sequentially obtaining the performance processing capacity limit when each module in the network management system independently processes the concurrent service data;
simulating the batch equipment to transmit service data to two modules in the network management system in a concurrent manner, and obtaining the performance processing capacity limit when the two modules are simultaneously transmitted in the concurrent manner;
and increasing the concurrent service data one by one until the performance processing capacity limit when all the modules in the network management system are concurrent is obtained.
The invention observes the performance change of the system by simulating the concurrent service data of batch equipment to a single module of a network manager, gradually probes the performance bottleneck of the module and obtains the performance processing capacity limit of the single module; by analogy with the method, the service data corresponding to each module is concurrently sent to each module, the performance bottleneck of the module is gradually explored, and the performance processing capacity limit of each module in the network management system can be obtained; gradually probing the performance bottleneck of the concurrent modules by increasing the concurrent service data one by one; gradually recording the processing capacity limit of a plurality of modules which are operated simultaneously when the concurrency of each module is increased until all the modules in the network management system are in the concurrent state, and the performance of the network management system is not deteriorated in the state, wherein the processing capacity limit of each module can be used as the processing capacity of the whole network management system. The invention gradually probes the concurrent processing capacity of the network management system by simulating the concurrent service data of the batch equipment to the network management system, and can efficiently test the processing capacity of the whole network management system.
In order to better understand the technical solution, the technical solution will be described in detail with reference to the drawings and the specific embodiments.
The embodiment provides a method for testing the processing capacity of a network management system, in particular to a method for testing the processing capacity of an OMC (Operation management center) network management system under the background of maintaining a large number of devices, which simulates a batch of devices to concurrently send service data to the network management system and gradually probes the concurrent processing capacity of the network management system; or, the method is a test method for finding the system processing capacity in a large-capacity network element management system.
The invention is further illustrated with reference to fig. 1.
A method for testing the processing capability of a network management system specifically comprises the following steps:
step S1: and recording the system performance parameters when the network management system is initially started.
Recording the initial state of the operation of the network management system, namely the system performance parameters when the network management system is initially started, wherein the system performance parameters comprise a CPU, an internal memory, response speed and the like.
Step S2: and simulating the batch equipment to send service data to a single module in the network management system in a concurrent manner, and obtaining the performance processing capacity limit of the single module.
The simulation batch device is used for carrying out concurrency on service data to a single module in the network management system, a small amount of data is firstly sent concurrently at the beginning, the performance change of the network management system is observed for a period of time, if the performance of the network management system is not deteriorated, the concurrency amount is gradually increased until the performance is deteriorated, the concurrency amount is properly reduced at the moment, and if the performance is not deteriorated at the moment, the concurrency amount is recorded as the performance processing capacity limit of the single module.
The network management system comprises an alarm module, a performance module, a configuration module, a wireless measurement module and the like. One specific situation, simulating the batch device to send service data to the alarm module in the network management system concurrently, starting to send data concurrently according to 1000 pieces/second, lasting for one hour, observing the performance change of the system, if the CPU occupancy rate of the system does not exceed 20%, the memory does not continuously increase compared with the initial one, indicating that the performance is not deteriorated, gradually increasing the concurrency amount (for example, the concurrency amount is gradually increased from the initial 1000 pieces/second to 1200 pieces/second in the second hour, and then 1400 pieces/second in the third hour), until the memory continuously increases, at this time, determining that the performance of the network management system is deteriorated; after judging that the performance of the network management system is deteriorated, properly reducing the concurrency; if the memory of the network management system reaches balance and does not increase any more in the process of reducing the concurrency amount, the service data is suspended from being sent, the insertion of the database SQL is stopped immediately, the warning module is proved to be capable of processing the concurrency amount, and the concurrency amount is recorded as the performance processing capacity limit of the warning module.
Step S3: and according to the mode of the step S2, sequentially obtaining the performance processing capacity limit when each module in the network management system independently processes the concurrent service data.
By gradually probing the performance bottleneck, the batch equipment concurrences the service data module to a single module in the network management system, and the performance processing capacity limit when each module independently processes the concurrent service data is obtained and recorded.
In a specific case, by gradually probing a performance bottleneck, the device sends service data to all modules in the network management system in parallel, such as a performance module, a configuration module, a wireless measurement module, and the like in batches in sequence, and a performance processing capability limit when each module processes the service data in parallel independently is obtained and recorded.
Step S4: and simulating the batch equipment to transmit service data to two modules in the network management system in a concurrent manner, and obtaining the performance processing capacity limit when the two modules are simultaneously transmitted in a concurrent manner.
The analog batch device simultaneously sends service data to two modules in the network management system according to the performance processing capacity limit of the module, at this time, if the system performance is deteriorated, the concurrent service data of the two modules are gradually reduced (firstly, one module is randomly selected, the concurrent service data of the module is reduced, then the concurrent service data of the other module is reduced, and the concurrent service data of the two modules are alternately reduced) until the system performance is deteriorated and is not continuously deteriorated any more, and the concurrent amount of the two modules at this time is recorded as the processing capacity limit of the two modules which are simultaneously opened.
Simulating that batch equipment simultaneously sends service data to an alarm module and a performance module in a network management system according to the performance processing capacity limits of the alarm module and the performance module respectively, if the memory of the system continuously increases, gradually reducing the number of the service data sent by the alarm module by 100/S until the memory of the network management system does not continuously increase any more, and recording the concurrency of the two modules as the performance processing capacity limit of the two modules which are simultaneously started after the memory of the network management system continuously increases for one hour; different modules have different concurrency due to different business processing flows of different modules.
Step S5: and increasing the concurrent service data one by one until the performance processing capability limit when all the modules in the network management system are concurrent is obtained.
And increasing the concurrent service data one by one, referring to step S4, gradually recording the processing capacity limit of the modules running simultaneously when each module concurrency amount is increased, until all modules in the network management system are in a concurrent state, at this time, the processing capacity limit of each module can be used as the processing capacity of the whole network management system.
In a specific case, increasing concurrent service data module by module, referring to step S4, starting concurrent service data for a configuration module, and if the system memory continues to increase, alternately decreasing the concurrent amount of multiple modules (for example, decreasing the concurrent service data of a performance module by 100 pieces/second, then decreasing the concurrent amount of an alarm module, and then decreasing the concurrent amount of the configuration module) until the memory of the network management system does not continue to increase, and after one hour continues, recording the concurrent amount of the three modules at this time as the performance processing capability limit of the three modules started simultaneously. And in a similar way, other modules of the network management system are sequentially started to concurrently transmit the service data until all the modules in the network management system are in a concurrent state, and at the moment, the processing capacity limit of each module can be used as the processing capacity of the whole network management system.
Step S6: and simulating the batch equipment to send service data to all modules in the network management system in parallel, and verifying the reliability of the operation of the network management system in a concurrent state.
The simulation batch device sends service data to all modules in the network management system in a first time period (for example, one cycle), and the network management system can run normally in the concurrency state, and the system performance is not deteriorated (for example, the system CPU is normal, and the memory is not continuously increased), so that the reliability of the processing capability of the network management system can be fully proved.
The invention makes clear and verifies the processing capability of the network management system through the processing, and provides an efficient test method for retesting the network management system after optimizing the processing capability each time.
The method for testing the processing capability of the network management system provided by the embodiment of the invention at least comprises the following technical effects:
in the embodiment of the application, the performance change of the system is observed by simulating the concurrent service data of batch equipment to a single module of a network manager, the performance bottleneck of the module is gradually explored, and the performance processing capacity limit of the single module is obtained; by analogy with the method, the service data corresponding to each module is concurrently sent to each module, the performance bottleneck of the module is gradually explored, and the performance processing capacity limit of each module in the network management system can be obtained; gradually probing the performance bottleneck of the concurrent modules by increasing the concurrent service data one by one; gradually recording the processing capacity limit of a plurality of modules which are operated simultaneously when the concurrency of each module is increased until all the modules in the network management system are in the concurrent state, and the performance of the network management system is not deteriorated in the state, wherein the processing capacity limit of each module can be used as the processing capacity of the whole network management system. The invention gradually probes the concurrent processing capacity of the network management system by simulating the concurrent service data of the batch equipment to the network management system, and can efficiently test the processing capacity of the whole network management system.
Finally, it should be noted that the above embodiments are only for illustrating the technical solutions of the present invention and not for limiting, and although the present invention has been described in detail with reference to examples, it should be understood by those skilled in the art that modifications or equivalent substitutions may be made on the technical solutions of the present invention without departing from the spirit and scope of the technical solutions of the present invention, which should be covered by the claims of the present invention.
Claims (6)
1. A method for testing the processing capability of a network management system is characterized by comprising the following steps:
simulating the batch equipment to send service data to a single module in the network management system in a concurrent manner, and obtaining the performance processing capacity limit of the single module;
sequentially obtaining the performance processing capacity limit when each module in the network management system independently processes the concurrent service data;
simulating the batch equipment to transmit service data to two modules in the network management system in a concurrent manner, and obtaining the performance processing capacity limit when the two modules are simultaneously transmitted in the concurrent manner;
and increasing the concurrent service data one by one until the performance processing capacity limit when all the modules in the network management system are concurrent is obtained.
2. The method for testing the processing capability of the network management system according to claim 1, wherein after the performance processing capability limit when all modules in the network management system are concurrently executed is obtained, a batch of equipment is simulated to continuously concurrently execute service data to all modules in the network management system in a first time period, and the reliability of the operation of the network management system in a concurrent state is verified.
3. The method for testing the processing capability of the network management system according to claim 1 or 2, wherein before a simulation batch device sends service data to a single module in the network management system concurrently, system performance parameters at the initial start of the network management system are recorded, and the system performance parameters include response speed, CPU and memory.
4. The method for testing the processing capability of the network management system according to claim 1, wherein the simulating the batch device to send the service data to the single module in the network management system concurrently, and obtaining the performance processing capability limit of the single module comprises:
simulating batch equipment to continuously send service data to the single module in a second time period in a first concurrent amount, and gradually increasing the concurrent amount until the performance of the network management system is deteriorated if the performance of the network management system is not deteriorated, wherein the concurrent amount when the performance of the network management system is deteriorated is marked as a second concurrent amount;
and on the basis of the second concurrency quantity, gradually reducing the concurrency quantity until the performance of the network management system is not deteriorated any more, recording the concurrency quantity when the performance of the network management system is not deteriorated as a third concurrency quantity, and taking the third concurrency quantity as the performance processing capacity limit of the single module.
5. The method for testing the processing capability of the network management system according to claim 1, wherein the simulating batch device sends service data to two modules in the network management system concurrently, and obtaining the performance processing capability limit when the two modules are sent concurrently includes:
the simulation batch equipment continuously concurrences the service data to the first module by the fourth concurrency amount in a third time period, and simultaneously continuously concurrency the service data to the second module by the fifth concurrency amount; wherein the fourth concurrency amount is a performance processing capability limit of the first module, and the fifth concurrency amount is a performance processing capability limit of the second module;
if the performance of the network management system is deteriorated, gradually reducing the concurrency of the first module or the second module until the performance of the network management system is not deteriorated; when the performance of the network management system is not deteriorated any more, the concurrency of the first module is recorded as a sixth concurrency, the concurrency of the second module is recorded as a seventh concurrency, and the sixth concurrency and the seventh concurrency are respectively used as the performance processing capacity limits of the first module and the second module when the two modules are started simultaneously.
6. The method for testing the processing capability of the network management system according to claim 4 or 5, wherein the performance of the network management system deteriorates that the CPU occupancy of the network management system exceeds 20%, and the memory of the network management system continuously increases.
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