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1. What is load testing?
- Load testing is to test that if the application works fine with the loads that result from large number of simultaneous users, transactions and to determine weather it can handle peak usage periods.
2. What is Performance testing?
- Timing for both read and update transactions should be gathered to determine whether system functions are being performed in an acceptable timeframe. This should be done standalone and then in a multi user environment to determine the effect of multiple transactions on the timing of a single transaction.
3. Did u use LoadRunner? What version?
- Yes. Version 7.2.
4. Explain the Load testing process?
-Step 1: Planning the test. Here, we develop a clearly defined test plan to ensure the test scenarios we develop will accomplish load-testing objectives.
Step 2: Creating Vusers. Here, we create Vuser scripts that contain tasks performed by each Vuser, tasks performed by Vusers as a whole, and tasks measured as transactions.
Step 3: Creating the scenario. A scenario describes the events that occur during a testing session. It includes a list of machines, scripts, and Vusers that run during the scenario. We create scenarios using LoadRunner Controller. We can create manual scenarios as well as goal-oriented scenarios. In manual scenarios, we define the number of Vusers, the load generator machines, and percentage of Vusers to be assigned to each script. For web tests, we may create a goal-oriented scenario where we define the goal that our test has to achieve. LoadRunner automatically builds a scenario for us.
Step 4: Running the scenario.
We emulate load on the server by instructing multiple Vusers to perform tasks simultaneously. Before the testing, we set the scenario configuration and scheduling. We can run the entire scenario, Vuser groups, or individual Vusers.
Step 5: Monitoring the scenario.
We monitor scenario execution using the LoadRunner online runtime, transaction, system resource, Web resource, Web server resource, Web application server resource, database server resource, network delay, streaming media resource, firewall server resource, ERP server resource, and Java performance monitors.
Step 6: Analyzing test results. During scenario execution, LoadRunner records the performance of the application under different loads. We use LoadRunner.s graphs and reports to analyze the application.s performance.
5. When do you do load and performance Testing?
- We perform load testing once we are done with interface (GUI) testing. Modern system architectures are large and complex. Whereas single user testing primarily on functionality and user interface of a system component, application testing focuses on performance and reliability of an entire system. For example, a typical application-testing scenario might depict 1000 users logging in simultaneously to a system. This gives rise to issues such as what is the response time of the system, does it crash, will it go with different software applications and platforms, can it hold so many hundreds and thousands of users, etc. This is when we set do load and performance testing.
6. What are the components of LoadRunner?
- The components of LoadRunner are The Virtual User Generator, Controller, and the Agent process, LoadRunner Analysis and Monitoring, LoadRunner Books Online.
7. What Component of LoadRunner would you use to record a Script?
- The Virtual User Generator (VuGen) component is used to record a script. It enables you to develop Vuser scripts for a variety of application types and communication protocols.
8. What Component of LoadRunner would you use to play Back the script in multi user mode?
- The Controller component is used to playback the script in multi-user mode. This is done during a scenario run where a vuser script is executed by a number of vusers in a group.
9. What is a rendezvous point?
- You insert rendezvous points into Vuser scripts to emulate heavy user load on the server. Rendezvous points instruct Vusers to wait during test execution for multiple Vusers to arrive at a certain point, in order that they may simultaneously perform a task. For example, to emulate peak load on the bank server, you can insert a rendezvous point instructing 100 Vusers to deposit cash into their accounts at the same time.
10.What is a scenario?
- A scenario defines the events that occur during each testing session. For example, a scenario defines and controls the number of users to emulate, the actions to be performed, and the machines on which the virtual users run their emulations.
11.Explain the recording mode for web Vuser script?
- We use VuGen to develop a Vuser script by recording a user performing typical business processes on a client application. VuGen creates the script by recording the activity between the client and the server. For example, in web based applications, VuGen monitors the client end of the database and traces all the requests sent to, and received from, the database server. We use VuGen to: Monitor the communication between the application and the server; Generate the required function calls; and Insert the generated function calls into a Vuser script.
12.Why do you create parameters?
- Parameters are like script variables. They are used to vary input to the server and to emulate real users. Different sets of data are sent to the server each time the script is run. Better simulate the usage model for more accurate testing from the Controller; one script can emulate many different users on the system.
13.What is correlation? Explain the difference between automatic correlation and manual correlation?
- Correlation is used to obtain data which are unique for each run of the script and which are generated by nested queries. Correlation provides the value to avoid errors arising out of duplicate values and also optimizing the code (to avoid nested queries). Automatic correlation is where we set some rules for correlation. It can be application server specific. Here values are replaced by data which are created by these rules. In manual correlation, the value we want to correlate is scanned and create correlation is used to correlate.
14.How do you find out where correlation is required? Give few examples from your projects?
- Two ways: First we can scan for correlations, and see the list of values which can be correlated. From this we can pick a value to be correlated. Secondly, we can record two scripts and compare them. We can look up the difference file to see for the values which needed to be correlated. In my project, there was a unique id developed for each customer, it was nothing but Insurance Number, it was generated automatically and it was sequential and this value was unique. I had to correlate this value, in order to avoid errors while running my script. I did using scan for correlation.
15.Where do you set automatic correlation options?
- Automatic correlation from web point of view can be set in recording options and correlation tab. Here we can enable correlation for the entire script and choose either issue online messages or offline actions, where we can define rules for that correlation. Automatic correlation for database can be done using show output window and scan for correlation and picking the correlate query tab and choose which query value we want to correlate. If we know the specific value to be correlated, we just do create correlation for the value and specify how the value to be created.
16.What is a function to capture dynamic values in the web Vuser script?
- Web_reg_save_param function saves dynamic data information to a parameter.
17.When do you disable log in Virtual User Generator, When do you choose standard and extended logs?
- Once we debug our script and verify that it is functional, we can enable logging for errors only. When we add a script to a scenario, logging is automatically disabled. Standard Log Option: When you select
Standard log, it creates a standard log of functions and messages sent during script execution to use for debugging. Disable this option for large load testing scenarios. When you copy a script to a scenario, logging is automatically disabled Extended Log Option: Select
extended log to create an extended log, including warnings and other messages. Disable this option for large load testing scenarios. When you copy a script to a scenario, logging is automatically disabled. We can specify which additional information should be added to the extended log using the Extended log options.
18.How do you debug a LoadRunner script? - VuGen contains two options to help debug Vuser scripts-the Run Step by Step command and breakpoints. The Debug settings in the Options dialog box allow us to determine the extent of the trace to be performed during scenario execution. The debug information is written to the Output window. We can manually set the message class within your script using the lr_set_debug_message function. This is useful if we want to receive debug information about a small section of the script only.
19.How do you write user defined functions in LR? Give me few functions you wrote in your previous project? - Before we create the User Defined functions we need to create the external
library (DLL) with the function. We add this library to VuGen bin directory. Once the library is added then we assign user defined function as a parameter. The function should have the following format: __declspec (dllexport) char* <function name>(char*, char*)Examples of user defined functions are as follows:GetVersion, GetCurrentTime, GetPltform are some of the user defined functions used in my earlier project.
20.What are the changes you can make in run-time settings? - The Run Time Settings that we make are: a) Pacing - It has iteration count. b) Log - Under this we have Disable Logging Standard Log and c) Extended Think Time - In think time we have two options like Ignore think time and Replay think time. d) General - Under general tab we can set the vusers as process or as multithreading and whether each step as a transaction.
21.Where do you set Iteration for Vuser testing? - We set Iterations in the Run Time Settings of the VuGen. The navigation for this is Run time settings, Pacing tab, set number of iterations.
22.How do you perform functional testing under load? - Functionality under load can be tested by running several Vusers concurrently. By increasing the amount of Vusers, we can determine how much load the server can sustain.
23.What is Ramp up? How do you set this? - This option is used to gradually increase the amount of Vusers/load on the server. An initial value is set and a value to wait between intervals can be
specified. To set Ramp Up, go to ‘Scenario Scheduling Options’
24.What is the advantage of running the Vuser as thread? - VuGen provides the facility to use multithreading. This enables more Vusers to be run per
generator. If the Vuser is run as a process, the same driver program is loaded into memory for each Vuser, thus taking up a large amount of memory. This limits the number of Vusers that can be run on a single generator. If the Vuser is run as a thread, only one instance of the driver program is loaded into memory for the given number of Vusers (say 100). Each thread shares the memory of the parent driver program, thus enabling more Vusers to be run per generator.
25.If you want to stop the execution of your script on error, how do you do that? - The lr_abort function aborts the execution of a Vuser script. It instructs the Vuser to stop executing the Actions section, execute the vuser_end section and end the execution. This function is useful when you need to manually abort a script execution as a result of a specific error condition. When you end a script using this function, the Vuser is assigned the status "Stopped". For this to take effect, we have to first uncheck the .Continue on error. option in Run-Time Settings.
26.What is the relation between Response Time and Throughput? - The Throughput graph shows the amount of data in bytes that the Vusers received from the server in a second. When we compare this with the transaction response time, we will notice that as throughput decreased, the response time also decreased. Similarly, the peak throughput and highest response time would occur approximately at the same time.
27.Explain the Configuration of your systems? - The configuration of our systems refers to that of the client machines on which we run the Vusers. The configuration of any client machine includes its hardware settings, memory, operating system, software applications, development tools, etc. This system component configuration should match with the overall system configuration that would include the network infrastructure, the web server, the database server, and any other components that go with this larger system so as to achieve the load testing objectives.
28.How do you identify the performance bottlenecks? - Performance Bottlenecks can be detected by using monitors. These monitors might be application server monitors, web server monitors, database server monitors and network monitors. They help in finding out the troubled area in our scenario which causes increased response time. The measurements made are usually performance response time, throughput, hits/sec, network delay graphs, etc.
29.If web server, database and Network are all fine where could be the problem? - The problem could be in the system itself or in the application server or in the code written for the application.
30.How did you find web server related issues? - Using Web resource monitors we can find the performance of web servers. Using these monitors we can analyze throughput on the web server, number of hits per second that
occurred during scenario, the number of http responses per second, the number of downloaded pages per second.
31.How did you find database related issues? - By running .Database. monitor and help of .Data Resource Graph. we can find database related issues. E.g. You can specify the resource you want to measure on before running the controller and than you can see database related issues
32.Explain all the web recording options?
33.What is the difference between Overlay graph and Correlate graph? - Overlay Graph: It overlay the content of two graphs that shares a common x-axis. Left Y-axis on the merged graph show.s the current graph.s value & Right Y-axis show the value of Y-axis of the graph that was merged. Correlate Graph: Plot the Y-axis of two graphs against each other. The active graph.s Y-axis becomes X-axis of merged graph. Y-axis of the graph that was merged becomes merged graph.s Y-axis.
34.How did you plan the Load? What are the Criteria? - Load test is planned to decide the number of users, what kind of machines we are going to use and from where they are run. It is based on 2 important documents, Task Distribution Diagram and Transaction profile. Task Distribution Diagram gives us the information on number of users for a particular transaction and the time of the load. The peak usage and off-usage are decided from this Diagram. Transaction profile gives us the information about the transactions name and their priority levels with regard to the scenario we are deciding. 35.What does vuser_init action contain? - Vuser_init action contains procedures to login to a server. 36.What does vuser_end action contain? - Vuser_end section contains log off procedures. 37.What is think time? How do you change the threshold? - Think time is the time that a real user waits between actions. Example: When a user receives data from a server, the user may wait several seconds to review the data before responding. This delay is known as the think time. Changing the Threshold: Threshold level is the level below which the recorded think time will be ignored. The default value is five (5) seconds. We can change the think time threshold in the Recording options of the Vugen. 38.What is the difference between standard log and extended log? - The standard log sends a subset of functions and messages sent during script execution to a log. The subset depends on the Vuser type Extended log sends a detailed script execution messages to the output log. This is mainly used during debugging when we want information about: Parameter substitution. Data returned by the server. Advanced trace.
39.Explain the following functions: - lr_debug_message - The lr_debug_message function sends a debug message to the output log when the specified message class is set. lr_output_message - The lr_output_message function sends notifications to the Controller Output window and the Vuser log file. lr_error_message - The lr_error_message function sends an error message to the LoadRunner Output window. lrd_stmt - The lrd_stmt function associates a character string (usually a SQL statement) with a cursor. This function sets a SQL statement to be processed. lrd_fetch - The lrd_fetch function fetches the next row from the result set.
40.Throughput - If the throughput scales upward as time progresses and the number of Vusers increase, this indicates that the bandwidth is sufficient. If the graph were to remain relatively flat as the number of Vusers increased, it would
be reasonable to conclude that the bandwidth is constraining the volume of
data delivered.
41.Types of Goals in Goal-Oriented Scenario - Load Runner provides you with five different types of goals in a goal oriented scenario: o The number of concurrent Vusers o The number of hits per second o The number of transactions per second o The number of pages per minute o The transaction response time that you want your scenario
42.Analysis Scenario (Bottlenecks): In Running Vuser graph correlated with the response time graph you can see that as the number of Vusers increases, the average response time of the check itinerary transaction very gradually increases. In other words, the average response time steadily increases as the load
increases. At 56 Vusers, there is a sudden, sharp increase in the average response
time. We say that the test broke the server. That is the mean time before failure (MTBF). The response time clearly began to degrade when there were more than 56 Vusers running simultaneously.
43.What is correlation? Explain the difference between automatic correlation and manual correlation? - Correlation is used to obtain data which are unique for each run of the script and which are generated by nested queries. Correlation provides the value to avoid errors arising out of duplicate values and also optimizing the code (to avoid nested queries). Automatic correlation is where we set some rules for correlation. It can be application server specific. Here values are replaced by data which are created by these rules. In manual correlation, the value we want to correlate is scanned and create correlation is used to correlate.
44.Where do you set automatic correlation options? - Automatic correlation from web point of view, can be set in recording options and correlation tab. Here we can enable correlation for the entire script and choose either issue online messages or offline actions, where we can define rules for that correlation. Automatic correlation for database, can be done using show output window and scan for correlation and picking the correlate query tab and choose which query value we want to correlate. If we know the specific value to be correlated, we just do create correlation for the value and specify how the value to be created.
45.What is a function to capture dynamic values in the web vuser script? - Web_reg_save_param function saves dynamic data information to a parameter
本文来自CSDN博客,转载请标明出处:http://blog.csdn.net/yangdaliang/archive/2009/09/17/4564719.aspx
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青藏高原降水的水汽来源及输送机制一直是国际水文气候学界关注的热点问题。由于高原地面观测站数量有限,且分布极不均匀,从而导致降水溯源存在很大不确定性。作者通过引入卫星降水数据来弥补站点观测降水的不足,从而对高原整体降水的水汽来源进行模拟性评估。作者通过1998-2018年间水汽追踪数值模型模拟高原整体降水的水汽来源,模型使用ERA-Interim再分析资料、TRMM卫星降水和GLDAS OAFlux蒸发作为数据驱动,并设置对比实验进行验证,最终生成高原整体降水的水汽来源月尺度数据。数据集内容包括:(1)青藏高原范围;(2)高原1998-2018年逐月降水水汽贡献数据,空间分辨率为1°×1°,单位:mm/mon;(3)高原1998-2018年逐月降水量。数据集存储为.nc、.shp和.xlsx格式,由8个数据文件组成,数据量为55 MB(压缩为1个文件,40.9 MB)。基于该数据集的分析研究成果已发表在《Environmental Research Letters》2020年15卷。Zhang, C. Moisture source assessment and the varying characteristics for the Tibetan Plateau precipitation using TRMM [J]. Environmental Research Letters, 2020, 15(10): 104003.
内容概要:本文详细介绍了台达触摸屏通过MODBUS RTU协议直接与台达变频器通讯的技术实现及其应用场景。主要内容涵盖通讯的基础理论、具体的代码实现方法(如连接、启动、停止、正反转控制、频率设定等功能的具体代码示例)、界面设计要点(如实时数据显示、状态指示灯的颜色变化等),以及针对常见问题的解决方案。此外,文中还强调了该方案的应用范围不仅限于台达产品,还可以推广到其他品牌的变频器、触摸屏甚至是温控表等设备,展示了其广泛的适应性和灵活性。 适用人群:从事工业自动化领域的工程师和技术人员,尤其是那些希望深入了解MODBUS RTU协议及其在实际项目中应用的人群。 使用场景及目标:适用于需要简化控制系统架构、降低成本的企业或个人开发者。主要目标是在不需要额外PLC的情况下,实现触摸屏对变频器的有效控制,提高系统的稳定性和效率。 其他说明:文中提供了大量实用的代码片段和配置参数,帮助读者快速理解和实施相关技术。同时,作者还分享了许多实践经验,如避免常见的配置错误、优化用户体验的设计思路等,有助于读者少走弯路。
内容概要:本文详细介绍了如何使用FPGA实现SPWM(正弦脉宽调制)信号发生器。首先构建了一个32位相位累加器,用于生成正弦波的相位信息。接着,通过正弦查找表将相位信息转换为正弦波幅值。然后,使用三角波作为载波,通过比较器模块生成SPWM信号。文中还讨论了不同FPGA厂商之间的兼容性问题,如时钟管理、ROM初始化方法以及跨时钟域处理等。此外,作者分享了一些调试技巧和常见问题的解决方法,如时钟抖动、死区时间和资源优化等。 适合人群:具备一定FPGA开发经验的工程师和技术爱好者,特别是从事电力电子、电机控制等领域的人士。 使用场景及目标:适用于需要高精度、高性能SPWM信号的应用场合,如电机驱动、逆变器等。目标是帮助读者掌握FPGA实现SPWM的技术细节,提高开发效率并解决实际应用中的问题。 其他说明:文中提供了完整的Verilog代码示例,并附带了Python脚本生成ROM初始化文件的方法。同时,强调了不同FPGA平台间的代码移植性和调试技巧。
2023年软考中级系统集成项目管理工程师考试上半年案例题试题及答案解析.doc
2023年软件监理工程师监理实施细则规划.doc
内容概要:本文详细介绍了利用MotorCAD进行外转子式永磁同步电机设计的具体步骤和技术要点。针对一款55kW、220rpm、42极36槽的电机,文章深入探讨了散热设计、极槽配合选择、绕组设计、磁钢尺寸优化以及电磁方案验证等方面的内容。通过具体的参数设置和仿真测试,展示了如何提高电机的功率密度、效率和稳定性。同时,文中还分享了一些实用的经验和技巧,如通过调整极弧系数和采用特殊的绕组配置来减少齿槽转矩脉动,从而确保电机在低速大扭矩应用场景中的优异性能。 适合人群:从事电机设计、制造及相关领域的工程师和技术人员,尤其是对外转子式永磁同步电机感兴趣的读者。 使用场景及目标:适用于需要设计高性能、低速大扭矩电机的工程项目,旨在帮助工程师掌握高效的设计方法和优化策略,以应对实际应用中的挑战。 其他说明:文章不仅提供了详细的参数设置指导,还分享了许多实践经验,有助于读者更好地理解和应用相关技术。此外,文中提及的所有工程文件均已上传至GitHub,方便读者进一步研究和参考。
内容概要:本文详细介绍了基于Maxwell软件进行电磁设计的6极36槽永磁同步发电机的设计与量产过程。该发电机具有15.5kW的功率输出,最高转速达7000rpm,效率稳定在93%。文章涵盖了磁钢选材、绕组配置、电磁仿真、结构设计以及效率优化等方面的技术细节。通过参数化脚本和仿真工具的应用,解决了磁钢厚度、绕组匝数、整流电路设计等问题,并通过多种优化手段确保了电机的高效稳定运行。此外,文章还讨论了量产验证阶段的工艺改进措施,如自动排线机的应用、模具优化等。 适合人群:从事电机设计、电磁仿真、结构力学分析的专业技术人员,特别是对永磁同步发电机感兴趣的研发人员。 使用场景及目标:适用于需要高功率密度、高效率电机设计的企业或研究机构。目标是帮助读者掌握从电磁设计到量产的全流程技术要点,提升产品性能和市场竞争力。 其他说明:文中提供了大量具体的参数设置和代码片段,便于读者在实际工作中进行参考和复现。同时,强调了仿真与实测相结合的重要性,指出了许多实际工程中可能遇到的问题及其解决方法。
内容概要:本文详细介绍了用于自动驾驶横向控制的一种组合算法——模糊滑膜轨迹跟踪控制。该算法结合了模糊逻辑和滑膜控制的优点,能够在复杂路况下保持车辆平稳行驶并精确跟踪预定轨迹。文中首先解释了模糊控制器的设计方法,包括定义隶属度函数和建立规则库;接着阐述了滑膜控制的工作原理,特别是滑动面函数的选择与参数调整;最后展示了如何将这两种控制策略无缝集成,形成一个高效的控制系统。此外,作者还提供了具体的MATLAB代码示例以及调试技巧,帮助读者更好地理解和应用这一先进的控制技术。 适合人群:对自动驾驶感兴趣的研究人员和技术爱好者,尤其是希望深入了解车辆横向控制原理的人群。 使用场景及目标:适用于模拟环境下进行自动驾驶车辆的横向控制研究,旨在提高车辆在多种道路条件下的轨迹跟踪精度和稳定性。 其他说明:尽管该算法在仿真环境中表现出色,但在实际部署之前仍需考虑更多现实因素的影响,如轮胎特性、路面状况等。同时提醒读者注意软件版本兼容性和硬件性能限制。
2023年软件评测师上午试题分析与解答.doc
内容概要:本文详细介绍了利用遗传算法优化BP神经网络的时间序列预测性能的方法。首先指出了传统BP神经网络存在的问题,如初始权重随机导致的收敛慢和预测不准等问题。然后阐述了遗传算法的基本原理及其在优化BP神经网络中的应用步骤,包括种群初始化、适应度评估、选择、交叉和变异等操作。文中通过具体的Python代码展示了如何构建并优化BP神经网络,以及如何使用遗传算法对其进行改进。最终结果显示,经遗传算法优化后的BP神经网络在预测精度上有显著提升,尤其是在处理含有突变点的数据时表现出更强的鲁棒性和更高的准确性。 适用人群:对机器学习有一定了解的研究人员和技术开发者,特别是那些希望深入了解神经网络优化技巧的人。 使用场景及目标:适用于需要进行时间序列预测的任务,如金融市场的股价预测、气象预报等领域。目标是通过引入遗传算法来改善BP神经网络的预测能力,从而获得更加精确可靠的预测结果。 其他说明:虽然遗传算法能够有效提高BP神经网络的预测性能,但在大规模数据集上的计算成本较高。因此,在实际应用中可以根据具体情况调整遗传算法的参数设置,以平衡计算效率与预测精度之间的关系。此外,还可以探索更多先进的优化技术和算法,进一步提升模型的效果。