Câu trả lời Explain the purpose of Scalability testing
Scalability testing is a non-functional testing methodology aimed at verifying a system's ability to handle increasing or decreasing workloads effectively. The primary purpose of scalability testing is to ensure that an application can scale up or down in response to varying user demands, data volumes, and transaction rates without compromising performance or stability. Here are the key objectives and purposes of scalability testing:
Determine System Limits: Scalability testing helps identify the maximum user load, data volume, or transaction rate that a system can handle before performance degrades or the system fails. This is crucial for understanding the capacity limits of the application[1][3][7].
Identify Bottlenecks: By gradually increasing the load, scalability testing can pinpoint specific areas where performance bottlenecks occur, such as in the database, network, or application code. This allows developers to address these issues proactively[2][3][6].
Ensure Performance Under Load: The testing ensures that the system maintains acceptable performance levels, such as response time and throughput, under varying loads. This is essential for providing a good user experience even during peak usage times[1][3][7].
Validate Resource Utilization: Scalability testing assesses how well the system utilizes resources like CPU, memory, and network bandwidth under different load conditions. This helps in optimizing resource allocation and improving overall efficiency[3][6][7].
Support Future Growth: By understanding how the system behaves under increased load, scalability testing helps in planning for future growth. It ensures that the system can accommodate an increasing number of users or transactions without requiring significant re-engineering[1][3][6].
Improve System Design: The insights gained from scalability testing can guide improvements in system architecture and design, making the application more robust and scalable. This includes decisions on whether to implement horizontal or vertica...
